Baseline Requirements for Monitoring the Education Targets of the 2030 Agenda

ICEQC Research and Policy Directorate

Publication record

This is the controlled English edition. Evidence and institutional status are stated as at the evidence cut-off date.

Executive summary

The adoption of the 2030 Agenda places defined new demands on national and international education evidence. As at 24 November 2015, the Incheon Declaration, the Addis Ababa Action Agenda, the 2030 Agenda and the Education 2030 Framework for Action were officially available. Goal 4 and its targets therefore provide the policy concepts for this study. Later indicator selections, technical refinements and reported results do not. Baseline readiness must be assessed against the adopted target substance while the institutional status of each measurement proposal remains explicit.

the issue under review in Executive summary clarifies baseline preparation for the education targets of the 2030 Agenda to the observed condition to an authority capable of remedy; the governing question is whether the initial measure is conceptually and distributionally fit. This report defines readiness as more than the existence of a national value. A measure is ready when its policy concept is explicit; numerator, denominator, population, reference period and classification are stable; coverage and uncertainty are known; priority groups can be observed safely; releases are timely and revisable; and a named institution has authority, skills and recurrent finance to maintain the evidence. A number that cannot distinguish excluded populations, cannot be updated or cannot be explained is not ready for accountable universal monitoring.

The adopted scope reaches across entry, attendance, progression, completion, learning, early childhood, youth and adult skills, teachers, finance and learning conditions. These dimensions rely on different evidence. Administrative records describe registered learners and institutions but omit people never entering the system. Household surveys can observe education alongside poverty, disability and residence but bring sampling, response and household-coverage limitations. Assessments require explicit target-population and exclusion reporting. Censuses and civil registration support denominators but may be infrequent or incomplete. Finance and teacher systems need to show resources received and learner exposure rather than only national allocations or positions.

the issue under review in Executive summary brings baseline preparation for the education targets of the 2030 Agenda to the entitlement at issue alongside the limits of the available evidence; the governing question is whether the initial measure is conceptually and distributionally fit. Sex, household resources, location, disability, language, minority, migration and displacement status can each reveal unequal opportunity; intersections may reveal exclusion hidden within broad groups. Categories must be relevant, respectful, stable enough for comparison and safe to publish. Small or sensitive groups require visible uncertainty and protection, not statistical disappearance. Where an estimate cannot be safely or reliably released, the population and evidence gap should still be acknowledged. Disaggregation is a substantive requirement of universality.

The recommended national response is a target-to-source inventory followed by a public baseline-readiness statement. For every candidate measure it records source, variables, dates, population coverage, disaggregation, quality, release, authority and recurring cost. Gaps are prioritised by rights risk and decision value rather than ease of collection. Baselines use observed values or honestly labelled estimates, never invented precision. National, regional and global bodies should reconcile common concepts transparently while national institutions retain responsibility for evidence about their populations.

Key findings

An adopted global goal is not itself a measurable indicator; policy concept, target and measure must remain distinct.
Readiness requires definition, coverage, disaggregation, frequency, quality, release, authority and recurrent finance.
Universal monitoring should retain a common comparative core while allowing documented national measures that address local barriers.
Enrolment alone is insufficient; progression, completion, learning, skills, teaching conditions and resources require separate evidence.
Administrative, household, assessment, population, finance and workforce sources have different coverage and must be reconciled cautiously.
Priority disaggregation includes sex, resources, location, disability, language and population status, with selected safe intersections.
Baseline gaps and uncertainty should be explicit; pressure for completeness must not create false precision.
A public readiness statement should name evidence gaps, funded actions, responsible institutions, release dates and correction routes.

Scope and method

This global comparative indicator study is addressed to education ministries, national statistical offices, regional bodies and international institutions. It evaluates whether existing and planned evidence can support the education targets adopted within the 2030 Agenda and interpreted through officially available Education 2030 materials. It does not use later indicator decisions, later technical revisions or later results.

Evidence is limited to official United Nations, UNESCO and European institutional materials available by 24 November 2015. The analysis combines the adopted Agenda, Incheon Declaration, Addis Ababa Action Agenda, Education 2030 Framework for Action, rights guidance, statistical principles, global education evidence and European monitoring practice. Later indicator selections, subsequent technical revisions and later results are outside the evidence base and are not implied.

Part I

Interpreting universality after adoption

1

Universality across unequal starting points

Universality across unequal starting points defines the readiness question for the universal monitoring scope. For universality across unequal starting points, the population or responsible units are all countries and education systems, and the direct evidence concerns country and group baseline coverage. In examining universality across unequal starting points, a defensible readiness statement begins with the claim that the measure is expected to support, then identifies the observation unit and the limits of the inference. Within evidence on universality across unequal starting points, this order matters under the adopted framework: institutions should align evidence with the agreed education targets while preserving the distinction between a target concept and a formally selected indicator. For reporting on universality across unequal starting points, the public description should remain intelligible to affected communities as well as statistical specialists.[REF-01] [REF-02] [REF-03] [REF-06]

Within evidence on universality across unequal starting points, it can make a system appear ready because an aggregate exists while the entitled population, learning dimension or disadvantaged groups remain outside observation. For reporting on universality across unequal starting points, the authority should list plausible routes into and out of the universal monitoring scope, identify which omissions are concentrated rather than random, and avoid interpreting an unobserved population as a zero or as evidence of equal treatment. The main failure risk in universality across unequal starting points is that universality is mistaken for identical priorities or identical statistical capacity. In examining universality across unequal starting points, such a failure changes the substance of the result, not merely its presentation. Universality across unequal starting points in Part I — Interpreting universality after adoption locates baseline preparation for the education targets of the 2030 Agenda to population coverage and educational substance before comparison; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-01] [REF-02]

In interpreting universality across unequal starting points, if a global concept requires a national correspondence, both should be retained so users can see how the reported measure relates to domestic programmes, rights and decision authority. The minimum requirement for universality across unequal starting points is to separate the common concept from nationally relevant routes, baselines and capacity needs. Within evidence on universality across unequal starting points, a full specification should name the numerator, denominator, reference date or interval, education stage, source coverage, classification version and treatment of missing evidence. For reporting on universality across unequal starting points, it should also state the national institution authorised to approve, release and revise the value. Universality across unequal starting points in Part I — Interpreting universality after adoption anchors baseline preparation for the education targets of the 2030 Agenda to the entitlement at issue alongside the limits of the available evidence; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-02] [REF-03]

Source fitness for the universal monitoring scope depends on who and what can be observed. For reporting on universality across unequal starting points, administrative systems can provide detailed, frequent evidence on registered institutions and learners; household sources can include people outside formal provision and relate education to living conditions; assessments can describe achievement for a stated target population; and population sources can strengthen denominators. In interpreting universality across unequal starting points, for universality across unequal starting points, no source should be preferred merely because it already yields a national number. For decisions about universality across unequal starting points, coverage, timing, question or event definition and the principal error must accompany the result. Universality across unequal starting points in Part I — Interpreting universality after adoption frames baseline preparation for the education targets of the 2030 Agenda to distributional evidence beside the national or institutional aggregate; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-03] [REF-06]

In interpreting universality across unequal starting points, the relevant disaggregation may include sex, household resources, location, disability, language or population status, selected according to rights, known barriers and decision use. For decisions about universality across unequal starting points, each group level and population share should remain visible beside any gap or ratio. Within the scope of universality across unequal starting points, intersections need sufficient precision and safe disclosure. For universality across unequal starting points, when the evidence cannot support a released estimate for all countries and education systems, the missing population and the action needed to observe it should still appear in the readiness statement. Equity is a readiness test within universality across unequal starting points, not a later optional refinement. Universality across unequal starting points in Part I — Interpreting universality after adoption clarifies baseline preparation for the education targets of the 2030 Agenda to the stated objective to a reviewable allocation of responsibility; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-01] [REF-06]

Within the scope of universality across unequal starting points, the institution should test sensitivity to plausible alternatives, publish the material uncertainty and break a series when continuity is not defensible. For universality across unequal starting points, comparability is a reasoned conclusion supported by metadata, not a property conferred by using the same indicator label. Quality assessment of country and group baseline coverage should consider coverage, completeness, sampling and non-sampling error, classification consistency, timeliness, revision and comparability. For decisions about universality across unequal starting points, for universality across unequal starting points, an apparent country difference may arise from different ages, stages, questions or inclusion rules; an apparent trend may arise from a revised source. Universality across unequal starting points in Part I — Interpreting universality after adoption links baseline preparation for the education targets of the 2030 Agenda to measurement choices to their consequences for learners least well served; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-02] [REF-03] [REF-06]

In examining universality across unequal starting points, where no immediate collection is justified, the decision and reason should be public. Within evidence on universality across unequal starting points, readiness reporting should conclude with an owned next step and correction route rather than a static traffic-light judgement or an unexplained assertion of capacity. Responsibility completes universality across unequal starting points. Within the scope of universality across unequal starting points, a material gap in the universal monitoring scope should be assigned to the body able to improve a register, survey, assessment, classification, release or service response. For universality across unequal starting points, the action should have authority, recurrent resources, a date and a later test of whether country and group baseline coverage became more complete or more useful. Universality across unequal starting points in Part I — Interpreting universality after adoption brings baseline preparation for the education targets of the 2030 Agenda to the evidential finding to the resources and action needed for implementation; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-01] [REF-02] [REF-03] [REF-06]

2

Goal, target and indicator distinctions

Goal, target and indicator distinctions defines the readiness question for the results hierarchy. For goal, target and indicator distinctions, the population or responsible units are commitments, target populations and observed measures, and the direct evidence concerns logical alignment. In examining goal, target and indicator distinctions, a defensible readiness statement begins with the claim that the measure is expected to support, then identifies the observation unit and the limits of the inference. Within evidence on goal, target and indicator distinctions, this order matters under the adopted framework: institutions should align evidence with the agreed education targets while preserving the distinction between a target concept and a formally selected indicator. For reporting on goal, target and indicator distinctions, the public description should remain intelligible to affected communities as well as statistical specialists.[REF-01] [REF-02] [REF-05] [REF-06]

In examining goal, target and indicator distinctions, such a failure changes the substance of the result, not merely its presentation. Within evidence on goal, target and indicator distinctions, it can make a system appear ready because an aggregate exists while the entitled population, learning dimension or disadvantaged groups remain outside observation. For reporting on goal, target and indicator distinctions, the authority should list plausible routes into and out of the results hierarchy, identify which omissions are concentrated rather than random, and avoid interpreting an unobserved population as a zero or as evidence of equal treatment. The main failure risk in goal, target and indicator distinctions is that a convenient indicator is allowed to redefine a proposed target or a goal is treated as directly measurable. Goal, target and indicator distinctions in Part I — Interpreting universality after adoption relates baseline preparation for the education targets of the 2030 Agenda to the observed condition to an authority capable of remedy; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-01] [REF-02]

For reporting on goal, target and indicator distinctions, it should also state the national institution authorised to approve, release and revise the value. In interpreting goal, target and indicator distinctions, if a global concept requires a national correspondence, both should be retained so users can see how the reported measure relates to domestic programmes, rights and decision authority. The minimum requirement for goal, target and indicator distinctions is to state the policy concept, expected change and evidential role of each measure separately. Within evidence on goal, target and indicator distinctions, a full specification should name the numerator, denominator, reference date or interval, education stage, source coverage, classification version and treatment of missing evidence. Goal, target and indicator distinctions in Part I — Interpreting universality after adoption tests baseline preparation for the education targets of the 2030 Agenda to population coverage and educational substance before comparison; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-02] [REF-05]

For decisions about goal, target and indicator distinctions, coverage, timing, question or event definition and the principal error must accompany the result. Source fitness for the results hierarchy depends on who and what can be observed. For reporting on goal, target and indicator distinctions, administrative systems can provide detailed, frequent evidence on registered institutions and learners; household sources can include people outside formal provision and relate education to living conditions; assessments can describe achievement for a stated target population; and population sources can strengthen denominators. In interpreting goal, target and indicator distinctions, for goal, target and indicator distinctions, no source should be preferred merely because it already yields a national number. Goal, target and indicator distinctions in Part I — Interpreting universality after adoption places baseline preparation for the education targets of the 2030 Agenda to the entitlement at issue alongside the limits of the available evidence; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-05] [REF-06]

Within the scope of goal, target and indicator distinctions, intersections need sufficient precision and safe disclosure. For goal, target and indicator distinctions, when the evidence cannot support a released estimate for commitments, target populations and observed measures, the missing population and the action needed to observe it should still appear in the readiness statement. Equity is a readiness test within goal, target and indicator distinctions, not a later optional refinement. In interpreting goal, target and indicator distinctions, the relevant disaggregation may include sex, household resources, location, disability, language or population status, selected according to rights, known barriers and decision use. For decisions about goal, target and indicator distinctions, each group level and population share should remain visible beside any gap or ratio. Goal, target and indicator distinctions in Part I — Interpreting universality after adoption examines baseline preparation for the education targets of the 2030 Agenda to distributional evidence beside the national or institutional aggregate; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-01] [REF-06]

For decisions about goal, target and indicator distinctions, for goal, target and indicator distinctions, an apparent country difference may arise from different ages, stages, questions or inclusion rules; an apparent trend may arise from a revised source. Within the scope of goal, target and indicator distinctions, the institution should test sensitivity to plausible alternatives, publish the material uncertainty and break a series when continuity is not defensible. For goal, target and indicator distinctions, comparability is a reasoned conclusion supported by metadata, not a property conferred by using the same indicator label. Quality assessment of logical alignment should consider coverage, completeness, sampling and non-sampling error, classification consistency, timeliness, revision and comparability. Goal, target and indicator distinctions in Part I — Interpreting universality after adoption sets baseline preparation for the education targets of the 2030 Agenda to the stated objective to a reviewable allocation of responsibility; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-02] [REF-05] [REF-06]

Responsibility completes goal, target and indicator distinctions. Within the scope of goal, target and indicator distinctions, a material gap in the results hierarchy should be assigned to the body able to improve a register, survey, assessment, classification, release or service response. For goal, target and indicator distinctions, the action should have authority, recurrent resources, a date and a later test of whether logical alignment became more complete or more useful. In examining goal, target and indicator distinctions, where no immediate collection is justified, the decision and reason should be public. Within evidence on goal, target and indicator distinctions, readiness reporting should conclude with an owned next step and correction route rather than a static traffic-light judgement or an unexplained assertion of capacity. Goal, target and indicator distinctions in Part I — Interpreting universality after adoption locates baseline preparation for the education targets of the 2030 Agenda to measurement choices to their consequences for learners least well served; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-01] [REF-02] [REF-05] [REF-06]

3

Rights minimums and progressive ambition

Rights minimums and progressive ambition defines the readiness question for the minimum-entitlement frame. For rights minimums and progressive ambition, the population or responsible units are learners below essential access or quality standards, and the direct evidence concerns floor and distribution. In examining rights minimums and progressive ambition, a defensible readiness statement begins with the claim that the measure is expected to support, then identifies the observation unit and the limits of the inference. Within evidence on rights minimums and progressive ambition, this order matters under the adopted framework: institutions should align evidence with the agreed education targets while preserving the distinction between a target concept and a formally selected indicator. For reporting on rights minimums and progressive ambition, the public description should remain intelligible to affected communities as well as statistical specialists.[REF-05] [REF-08] [REF-13] [REF-14]

The main failure risk in rights minimums and progressive ambition is that average progress is interpreted as fulfilment despite persistent exclusion or an unmet minimum. In examining rights minimums and progressive ambition, such a failure changes the substance of the result, not merely its presentation. Within evidence on rights minimums and progressive ambition, it can make a system appear ready because an aggregate exists while the entitled population, learning dimension or disadvantaged groups remain outside observation. For reporting on rights minimums and progressive ambition, the authority should list plausible routes into and out of the minimum-entitlement frame, identify which omissions are concentrated rather than random, and avoid interpreting an unobserved population as a zero or as evidence of equal treatment. Rights minimums and progressive ambition in Part I — Interpreting universality after adoption frames baseline preparation for the education targets of the 2030 Agenda to the definition, evidence and responsible decision in one public account; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-05] [REF-08]

Within evidence on rights minimums and progressive ambition, a full specification should name the numerator, denominator, reference date or interval, education stage, source coverage, classification version and treatment of missing evidence. For reporting on rights minimums and progressive ambition, it should also state the national institution authorised to approve, release and revise the value. In interpreting rights minimums and progressive ambition, if a global concept requires a national correspondence, both should be retained so users can see how the reported measure relates to domestic programmes, rights and decision authority. The minimum requirement for rights minimums and progressive ambition is to report the number below a stated floor together with levels, gaps and rate of change. Rights minimums and progressive ambition in Part I — Interpreting universality after adoption clarifies baseline preparation for the education targets of the 2030 Agenda to the observed condition to an authority capable of remedy; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-08] [REF-13]

In interpreting rights minimums and progressive ambition, for rights minimums and progressive ambition, no source should be preferred merely because it already yields a national number. For decisions about rights minimums and progressive ambition, coverage, timing, question or event definition and the principal error must accompany the result. Source fitness for the minimum-entitlement frame depends on who and what can be observed. For reporting on rights minimums and progressive ambition, administrative systems can provide detailed, frequent evidence on registered institutions and learners; household sources can include people outside formal provision and relate education to living conditions; assessments can describe achievement for a stated target population; and population sources can strengthen denominators. Rights minimums and progressive ambition in Part I — Interpreting universality after adoption links baseline preparation for the education targets of the 2030 Agenda to population coverage and educational substance before comparison; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-13] [REF-14]

Equity is a readiness test within rights minimums and progressive ambition, not a later optional refinement. In interpreting rights minimums and progressive ambition, the relevant disaggregation may include sex, household resources, location, disability, language or population status, selected according to rights, known barriers and decision use. For decisions about rights minimums and progressive ambition, each group level and population share should remain visible beside any gap or ratio. Within the scope of rights minimums and progressive ambition, intersections need sufficient precision and safe disclosure. For rights minimums and progressive ambition, when the evidence cannot support a released estimate for learners below essential access or quality standards, the missing population and the action needed to observe it should still appear in the readiness statement. Rights minimums and progressive ambition in Part I — Interpreting universality after adoption brings baseline preparation for the education targets of the 2030 Agenda to the entitlement at issue alongside the limits of the available evidence; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-05] [REF-14]

Quality assessment of floor and distribution should consider coverage, completeness, sampling and non-sampling error, classification consistency, timeliness, revision and comparability. For decisions about rights minimums and progressive ambition, for rights minimums and progressive ambition, an apparent country difference may arise from different ages, stages, questions or inclusion rules; an apparent trend may arise from a revised source. Within the scope of rights minimums and progressive ambition, the institution should test sensitivity to plausible alternatives, publish the material uncertainty and break a series when continuity is not defensible. For rights minimums and progressive ambition, comparability is a reasoned conclusion supported by metadata, not a property conferred by using the same indicator label. Rights minimums and progressive ambition in Part I — Interpreting universality after adoption connects baseline preparation for the education targets of the 2030 Agenda to distributional evidence beside the national or institutional aggregate; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-08] [REF-13] [REF-14]

For rights minimums and progressive ambition, the action should have authority, recurrent resources, a date and a later test of whether floor and distribution became more complete or more useful. In examining rights minimums and progressive ambition, where no immediate collection is justified, the decision and reason should be public. Within evidence on rights minimums and progressive ambition, readiness reporting should conclude with an owned next step and correction route rather than a static traffic-light judgement or an unexplained assertion of capacity. Responsibility completes rights minimums and progressive ambition. Within the scope of rights minimums and progressive ambition, a material gap in the minimum-entitlement frame should be assigned to the body able to improve a register, survey, assessment, classification, release or service response. Rights minimums and progressive ambition in Part I — Interpreting universality after adoption relates baseline preparation for the education targets of the 2030 Agenda to the stated objective to a reviewable allocation of responsibility; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-05] [REF-08] [REF-13] [REF-14]

4

Global comparability and national relevance

Global comparability and national relevance defines the readiness question for the indicator tier. For global comparability and national relevance, the population or responsible units are countries sharing core concepts but different systems, and the direct evidence concerns common and contextual measures. In examining global comparability and national relevance, a defensible readiness statement begins with the claim that the measure is expected to support, then identifies the observation unit and the limits of the inference. Within evidence on global comparability and national relevance, this order matters under the adopted framework: institutions should align evidence with the agreed education targets while preserving the distinction between a target concept and a formally selected indicator. For reporting on global comparability and national relevance, the public description should remain intelligible to affected communities as well as statistical specialists.[REF-06] [REF-10] [REF-16] [REF-19]

For reporting on global comparability and national relevance, the authority should list plausible routes into and out of the indicator tier, identify which omissions are concentrated rather than random, and avoid interpreting an unobserved population as a zero or as evidence of equal treatment. The main failure risk in global comparability and national relevance is that global comparison crowds out nationally decisive evidence or local measures cannot be related internationally. In examining global comparability and national relevance, such a failure changes the substance of the result, not merely its presentation. Within evidence on global comparability and national relevance, it can make a system appear ready because an aggregate exists while the entitled population, learning dimension or disadvantaged groups remain outside observation. Global comparability and national relevance in Part I — Interpreting universality after adoption places baseline preparation for the education targets of the 2030 Agenda to the evidential finding to the resources and action needed for implementation; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-06] [REF-10]

The minimum requirement for global comparability and national relevance is to use a compact common set with documented national complements and correspondence. Within evidence on global comparability and national relevance, a full specification should name the numerator, denominator, reference date or interval, education stage, source coverage, classification version and treatment of missing evidence. For reporting on global comparability and national relevance, it should also state the national institution authorised to approve, release and revise the value. In interpreting global comparability and national relevance, if a global concept requires a national correspondence, both should be retained so users can see how the reported measure relates to domestic programmes, rights and decision authority. Global comparability and national relevance in Part I — Interpreting universality after adoption examines baseline preparation for the education targets of the 2030 Agenda to the definition, evidence and responsible decision in one public account; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-10] [REF-16]

For reporting on global comparability and national relevance, administrative systems can provide detailed, frequent evidence on registered institutions and learners; household sources can include people outside formal provision and relate education to living conditions; assessments can describe achievement for a stated target population; and population sources can strengthen denominators. In interpreting global comparability and national relevance, for global comparability and national relevance, no source should be preferred merely because it already yields a national number. For decisions about global comparability and national relevance, coverage, timing, question or event definition and the principal error must accompany the result. Source fitness for the indicator tier depends on who and what can be observed. Global comparability and national relevance in Part I — Interpreting universality after adoption sets baseline preparation for the education targets of the 2030 Agenda to the observed condition to an authority capable of remedy; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-16] [REF-19]

For decisions about global comparability and national relevance, each group level and population share should remain visible beside any gap or ratio. Within the scope of global comparability and national relevance, intersections need sufficient precision and safe disclosure. For global comparability and national relevance, when the evidence cannot support a released estimate for countries sharing core concepts but different systems, the missing population and the action needed to observe it should still appear in the readiness statement. Equity is a readiness test within global comparability and national relevance, not a later optional refinement. In interpreting global comparability and national relevance, the relevant disaggregation may include sex, household resources, location, disability, language or population status, selected according to rights, known barriers and decision use. Global comparability and national relevance in Part I — Interpreting universality after adoption locates baseline preparation for the education targets of the 2030 Agenda to population coverage and educational substance before comparison; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-06] [REF-19]

For global comparability and national relevance, comparability is a reasoned conclusion supported by metadata, not a property conferred by using the same indicator label. Quality assessment of common and contextual measures should consider coverage, completeness, sampling and non-sampling error, classification consistency, timeliness, revision and comparability. For decisions about global comparability and national relevance, for global comparability and national relevance, an apparent country difference may arise from different ages, stages, questions or inclusion rules; an apparent trend may arise from a revised source. Within the scope of global comparability and national relevance, the institution should test sensitivity to plausible alternatives, publish the material uncertainty and break a series when continuity is not defensible. Global comparability and national relevance in Part I — Interpreting universality after adoption anchors baseline preparation for the education targets of the 2030 Agenda to the entitlement at issue alongside the limits of the available evidence; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-10] [REF-16] [REF-19]

Within evidence on global comparability and national relevance, readiness reporting should conclude with an owned next step and correction route rather than a static traffic-light judgement or an unexplained assertion of capacity. Responsibility completes global comparability and national relevance. Within the scope of global comparability and national relevance, a material gap in the indicator tier should be assigned to the body able to improve a register, survey, assessment, classification, release or service response. For global comparability and national relevance, the action should have authority, recurrent resources, a date and a later test of whether common and contextual measures became more complete or more useful. In examining global comparability and national relevance, where no immediate collection is justified, the decision and reason should be public. Global comparability and national relevance in Part I — Interpreting universality after adoption frames baseline preparation for the education targets of the 2030 Agenda to distributional evidence beside the national or institutional aggregate; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-06] [REF-10] [REF-16] [REF-19]

5

Baseline dates and historical reconstruction

Baseline dates and historical reconstruction defines the readiness question for the monitoring baseline. For baseline dates and historical reconstruction, the population or responsible units are populations observed at the chosen starting date, and the direct evidence concerns baseline level and data gap. In examining baseline dates and historical reconstruction, a defensible readiness statement begins with the claim that the measure is expected to support, then identifies the observation unit and the limits of the inference. Within evidence on baseline dates and historical reconstruction, this order matters under the adopted framework: institutions should align evidence with the agreed education targets while preserving the distinction between a target concept and a formally selected indicator. For reporting on baseline dates and historical reconstruction, the public description should remain intelligible to affected communities as well as statistical specialists.[REF-03] [REF-04] [REF-06] [REF-16]

Within evidence on baseline dates and historical reconstruction, it can make a system appear ready because an aggregate exists while the entitled population, learning dimension or disadvantaged groups remain outside observation. For reporting on baseline dates and historical reconstruction, the authority should list plausible routes into and out of the monitoring baseline, identify which omissions are concentrated rather than random, and avoid interpreting an unobserved population as a zero or as evidence of equal treatment. The main failure risk in baseline dates and historical reconstruction is that a later survey is projected backwards without evidence or incomparable historical series are joined. In examining baseline dates and historical reconstruction, such a failure changes the substance of the result, not merely its presentation. Baseline dates and historical reconstruction in Part I — Interpreting universality after adoption links baseline preparation for the education targets of the 2030 Agenda to measurement choices to their consequences for learners least well served; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-03] [REF-04]

In interpreting baseline dates and historical reconstruction, if a global concept requires a national correspondence, both should be retained so users can see how the reported measure relates to domestic programmes, rights and decision authority. The minimum requirement for baseline dates and historical reconstruction is to retain the earliest defensible observation and label reconstruction, break and uncertainty. Within evidence on baseline dates and historical reconstruction, a full specification should name the numerator, denominator, reference date or interval, education stage, source coverage, classification version and treatment of missing evidence. For reporting on baseline dates and historical reconstruction, it should also state the national institution authorised to approve, release and revise the value. Baseline dates and historical reconstruction in Part I — Interpreting universality after adoption brings baseline preparation for the education targets of the 2030 Agenda to the evidential finding to the resources and action needed for implementation; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-04] [REF-06]

Source fitness for the monitoring baseline depends on who and what can be observed. For reporting on baseline dates and historical reconstruction, administrative systems can provide detailed, frequent evidence on registered institutions and learners; household sources can include people outside formal provision and relate education to living conditions; assessments can describe achievement for a stated target population; and population sources can strengthen denominators. In interpreting baseline dates and historical reconstruction, for baseline dates and historical reconstruction, no source should be preferred merely because it already yields a national number. For decisions about baseline dates and historical reconstruction, coverage, timing, question or event definition and the principal error must accompany the result. Baseline dates and historical reconstruction in Part I — Interpreting universality after adoption connects baseline preparation for the education targets of the 2030 Agenda to the definition, evidence and responsible decision in one public account; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-06] [REF-16]

For baseline dates and historical reconstruction, when the evidence cannot support a released estimate for populations observed at the chosen starting date, the missing population and the action needed to observe it should still appear in the readiness statement. Equity is a readiness test within baseline dates and historical reconstruction, not a later optional refinement. In interpreting baseline dates and historical reconstruction, the relevant disaggregation may include sex, household resources, location, disability, language or population status, selected according to rights, known barriers and decision use. For decisions about baseline dates and historical reconstruction, each group level and population share should remain visible beside any gap or ratio. Within the scope of baseline dates and historical reconstruction, intersections need sufficient precision and safe disclosure. Baseline dates and historical reconstruction in Part I — Interpreting universality after adoption relates baseline preparation for the education targets of the 2030 Agenda to the observed condition to an authority capable of remedy; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-03] [REF-16]

Within the scope of baseline dates and historical reconstruction, the institution should test sensitivity to plausible alternatives, publish the material uncertainty and break a series when continuity is not defensible. For baseline dates and historical reconstruction, comparability is a reasoned conclusion supported by metadata, not a property conferred by using the same indicator label. Quality assessment of baseline level and data gap should consider coverage, completeness, sampling and non-sampling error, classification consistency, timeliness, revision and comparability. For decisions about baseline dates and historical reconstruction, for baseline dates and historical reconstruction, an apparent country difference may arise from different ages, stages, questions or inclusion rules; an apparent trend may arise from a revised source. Baseline dates and historical reconstruction in Part I — Interpreting universality after adoption tests baseline preparation for the education targets of the 2030 Agenda to population coverage and educational substance before comparison; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-04] [REF-06] [REF-16]

Within the scope of baseline dates and historical reconstruction, a material gap in the monitoring baseline should be assigned to the body able to improve a register, survey, assessment, classification, release or service response. For baseline dates and historical reconstruction, the action should have authority, recurrent resources, a date and a later test of whether baseline level and data gap became more complete or more useful. In examining baseline dates and historical reconstruction, where no immediate collection is justified, the decision and reason should be public. Within evidence on baseline dates and historical reconstruction, readiness reporting should conclude with an owned next step and correction route rather than a static traffic-light judgement or an unexplained assertion of capacity. Responsibility completes baseline dates and historical reconstruction. Baseline dates and historical reconstruction in Part I — Interpreting universality after adoption places baseline preparation for the education targets of the 2030 Agenda to the entitlement at issue alongside the limits of the available evidence; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-03] [REF-04] [REF-06] [REF-16]

6

A practical definition of data readiness

A practical definition of data readiness defines the readiness question for the readiness assessment. For a practical definition of data readiness, the population or responsible units are institutions responsible for each candidate measure, and the direct evidence concerns availability, fitness and authority. In examining a practical definition of data readiness, a defensible readiness statement begins with the claim that the measure is expected to support, then identifies the observation unit and the limits of the inference. Within evidence on a practical definition of data readiness, this order matters under the adopted framework: institutions should align evidence with the agreed education targets while preserving the distinction between a target concept and a formally selected indicator. For reporting on a practical definition of data readiness, the public description should remain intelligible to affected communities as well as statistical specialists.[REF-03] [REF-04] [REF-06] [REF-18]

In examining a practical definition of data readiness, such a failure changes the substance of the result, not merely its presentation. Within evidence on a practical definition of data readiness, it can make a system appear ready because an aggregate exists while the entitled population, learning dimension or disadvantaged groups remain outside observation. For reporting on a practical definition of data readiness, the authority should list plausible routes into and out of the readiness assessment, identify which omissions are concentrated rather than random, and avoid interpreting an unobserved population as a zero or as evidence of equal treatment. The main failure risk in a practical definition of data readiness is that readiness is reduced to the existence of any number or any database. A practical definition of data readiness in Part I — Interpreting universality after adoption sets baseline preparation for the education targets of the 2030 Agenda to the stated objective to a reviewable allocation of responsibility; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-03] [REF-04]

For reporting on a practical definition of data readiness, it should also state the national institution authorised to approve, release and revise the value. In interpreting a practical definition of data readiness, if a global concept requires a national correspondence, both should be retained so users can see how the reported measure relates to domestic programmes, rights and decision authority. The minimum requirement for a practical definition of data readiness is to test definition, coverage, disaggregation, frequency, quality, release, finance and responsible ownership. Within evidence on a practical definition of data readiness, a full specification should name the numerator, denominator, reference date or interval, education stage, source coverage, classification version and treatment of missing evidence. A practical definition of data readiness in Part I — Interpreting universality after adoption locates baseline preparation for the education targets of the 2030 Agenda to measurement choices to their consequences for learners least well served; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-04] [REF-06]

For decisions about a practical definition of data readiness, coverage, timing, question or event definition and the principal error must accompany the result. Source fitness for the readiness assessment depends on who and what can be observed. For reporting on a practical definition of data readiness, administrative systems can provide detailed, frequent evidence on registered institutions and learners; household sources can include people outside formal provision and relate education to living conditions; assessments can describe achievement for a stated target population; and population sources can strengthen denominators. In interpreting a practical definition of data readiness, for a practical definition of data readiness, no source should be preferred merely because it already yields a national number. A practical definition of data readiness in Part I — Interpreting universality after adoption anchors baseline preparation for the education targets of the 2030 Agenda to the evidential finding to the resources and action needed for implementation; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-06] [REF-18]

Equity is a readiness test within a practical definition of data readiness, not a later optional refinement. In interpreting a practical definition of data readiness, the relevant disaggregation may include sex, household resources, location, disability, language or population status, selected according to rights, known barriers and decision use. For decisions about a practical definition of data readiness, each group level and population share should remain visible beside any gap or ratio. Within the scope of a practical definition of data readiness, intersections need sufficient precision and safe disclosure. For a practical definition of data readiness, when the evidence cannot support a released estimate for institutions responsible for each candidate measure, the missing population and the action needed to observe it should still appear in the readiness statement.[REF-03] [REF-18]

For decisions about a practical definition of data readiness, for a practical definition of data readiness, an apparent country difference may arise from different ages, stages, questions or inclusion rules; an apparent trend may arise from a revised source. Within the scope of a practical definition of data readiness, the institution should test sensitivity to plausible alternatives, publish the material uncertainty and break a series when continuity is not defensible. For a practical definition of data readiness, comparability is a reasoned conclusion supported by metadata, not a property conferred by using the same indicator label. Quality assessment of availability, fitness and authority should consider coverage, completeness, sampling and non-sampling error, classification consistency, timeliness, revision and comparability. A practical definition of data readiness in Part I — Interpreting universality after adoption clarifies baseline preparation for the education targets of the 2030 Agenda to the observed condition to an authority capable of remedy; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-04] [REF-06] [REF-18]

In examining a practical definition of data readiness, where no immediate collection is justified, the decision and reason should be public. Within evidence on a practical definition of data readiness, readiness reporting should conclude with an owned next step and correction route rather than a static traffic-light judgement or an unexplained assertion of capacity. Responsibility completes a practical definition of data readiness. Within the scope of a practical definition of data readiness, a material gap in the readiness assessment should be assigned to the body able to improve a register, survey, assessment, classification, release or service response. For a practical definition of data readiness, the action should have authority, recurrent resources, a date and a later test of whether availability, fitness and authority became more complete or more useful. A practical definition of data readiness in Part I — Interpreting universality after adoption links baseline preparation for the education targets of the 2030 Agenda to population coverage and educational substance before comparison; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-03] [REF-04] [REF-06] [REF-18]

Part II

Population visibility and disaggregation

7

Sex and gender inequality

Sex and gender inequality defines the readiness question for the sex-disaggregated evidence. For sex and gender inequality, the population or responsible units are girls, boys, women and men at relevant ages and stages, and the direct evidence concerns levels, gaps and transitions. In examining sex and gender inequality, a defensible readiness statement begins with the claim that the measure is expected to support, then identifies the observation unit and the limits of the inference. Within evidence on sex and gender inequality, this order matters under the adopted framework: institutions should align evidence with the agreed education targets while preserving the distinction between a target concept and a formally selected indicator. For reporting on sex and gender inequality, the public description should remain intelligible to affected communities as well as statistical specialists.[REF-05] [REF-07] [REF-08] [REF-21]

Sex and gender inequality in Part II — Population visibility and disaggregation relates baseline preparation for the education targets of the 2030 Agenda to the stated objective to a reviewable allocation of responsibility; the governing question is whether the initial measure is conceptually and distributionally fit. In examining sex and gender inequality, such a failure changes the substance of the result, not merely its presentation. Within evidence on sex and gender inequality, it can make a system appear ready because an aggregate exists while the entitled population, learning dimension or disadvantaged groups remain outside observation. For reporting on sex and gender inequality, the authority should list plausible routes into and out of the sex-disaggregated evidence, identify which omissions are concentrated rather than random, and avoid interpreting an unobserved population as a zero or as evidence of equal treatment. The main failure risk in sex and gender inequality is that a parity ratio conceals low participation for both groups or differences in learning and subject pathways.[REF-05] [REF-07]

Sex and gender inequality in Part II — Population visibility and disaggregation tests baseline preparation for the education targets of the 2030 Agenda to measurement choices to their consequences for learners least well served; the governing question is whether the initial measure is conceptually and distributionally fit. For reporting on sex and gender inequality, it should also state the national institution authorised to approve, release and revise the value. In interpreting sex and gender inequality, if a global concept requires a national correspondence, both should be retained so users can see how the reported measure relates to domestic programmes, rights and decision authority. The minimum requirement for sex and gender inequality is to publish component levels, absolute and relative gaps and stage-specific progression. Within evidence on sex and gender inequality, a full specification should name the numerator, denominator, reference date or interval, education stage, source coverage, classification version and treatment of missing evidence.[REF-07] [REF-08]

Sex and gender inequality in Part II — Population visibility and disaggregation places baseline preparation for the education targets of the 2030 Agenda to the evidential finding to the resources and action needed for implementation; the governing question is whether the initial measure is conceptually and distributionally fit. For decisions about sex and gender inequality, coverage, timing, question or event definition and the principal error must accompany the result. Source fitness for the sex-disaggregated evidence depends on who and what can be observed. For reporting on sex and gender inequality, administrative systems can provide detailed, frequent evidence on registered institutions and learners; household sources can include people outside formal provision and relate education to living conditions; assessments can describe achievement for a stated target population; and population sources can strengthen denominators. In interpreting sex and gender inequality, for sex and gender inequality, no source should be preferred merely because it already yields a national number.[REF-08] [REF-21]

Sex and gender inequality in Part II — Population visibility and disaggregation examines baseline preparation for the education targets of the 2030 Agenda to the definition, evidence and responsible decision in one public account; the governing question is whether the initial measure is conceptually and distributionally fit. For sex and gender inequality, when the evidence cannot support a released estimate for girls, boys, women and men at relevant ages and stages, the missing population and the action needed to observe it should still appear in the readiness statement. Equity is a readiness test within sex and gender inequality, not a later optional refinement. In interpreting sex and gender inequality, the relevant disaggregation may include sex, household resources, location, disability, language or population status, selected according to rights, known barriers and decision use. For decisions about sex and gender inequality, each group level and population share should remain visible beside any gap or ratio. Within the scope of sex and gender inequality, intersections need sufficient precision and safe disclosure.[REF-05] [REF-21]

Sex and gender inequality in Part II — Population visibility and disaggregation sets baseline preparation for the education targets of the 2030 Agenda to the observed condition to an authority capable of remedy; the governing question is whether the initial measure is conceptually and distributionally fit. For decisions about sex and gender inequality, for sex and gender inequality, an apparent country difference may arise from different ages, stages, questions or inclusion rules; an apparent trend may arise from a revised source. Within the scope of sex and gender inequality, the institution should test sensitivity to plausible alternatives, publish the material uncertainty and break a series when continuity is not defensible. For sex and gender inequality, comparability is a reasoned conclusion supported by metadata, not a property conferred by using the same indicator label. Quality assessment of levels, gaps and transitions should consider coverage, completeness, sampling and non-sampling error, classification consistency, timeliness, revision and comparability.[REF-07] [REF-08] [REF-21]

Sex and gender inequality in Part II — Population visibility and disaggregation locates baseline preparation for the education targets of the 2030 Agenda to population coverage and educational substance before comparison; the governing question is whether the initial measure is conceptually and distributionally fit. Within the scope of sex and gender inequality, a material gap in the sex-disaggregated evidence should be assigned to the body able to improve a register, survey, assessment, classification, release or service response. For sex and gender inequality, the action should have authority, recurrent resources, a date and a later test of whether levels, gaps and transitions became more complete or more useful. In examining sex and gender inequality, where no immediate collection is justified, the decision and reason should be public. Within evidence on sex and gender inequality, readiness reporting should conclude with an owned next step and correction route rather than a static traffic-light judgement or an unexplained assertion of capacity. Responsibility completes sex and gender inequality.[REF-05] [REF-07] [REF-08] [REF-21]

8

Household resources and poverty

Household resources and poverty defines the readiness question for the household-resource classification. For household resources and poverty, the population or responsible units are learners across a documented welfare distribution, and the direct evidence concerns participation and learning gradient. In examining household resources and poverty, a defensible readiness statement begins with the claim that the measure is expected to support, then identifies the observation unit and the limits of the inference. Within evidence on household resources and poverty, this order matters under the adopted framework: institutions should align evidence with the agreed education targets while preserving the distinction between a target concept and a formally selected indicator. For reporting on household resources and poverty, the public description should remain intelligible to affected communities as well as statistical specialists.[REF-09] [REF-11] [REF-12] [REF-23]

Household resources and poverty in Part II — Population visibility and disaggregation frames baseline preparation for the education targets of the 2030 Agenda to distributional evidence beside the national or institutional aggregate; the governing question is whether the initial measure is conceptually and distributionally fit. The main failure risk in household resources and poverty is that school records contain no household circumstances and survey wealth groups are compared across unlike constructions. In examining household resources and poverty, such a failure changes the substance of the result, not merely its presentation. Within evidence on household resources and poverty, it can make a system appear ready because an aggregate exists while the entitled population, learning dimension or disadvantaged groups remain outside observation. For reporting on household resources and poverty, the authority should list plausible routes into and out of the household-resource classification, identify which omissions are concentrated rather than random, and avoid interpreting an unobserved population as a zero or as evidence of equal treatment.[REF-09] [REF-11]

Household resources and poverty in Part II — Population visibility and disaggregation clarifies baseline preparation for the education targets of the 2030 Agenda to the stated objective to a reviewable allocation of responsibility; the governing question is whether the initial measure is conceptually and distributionally fit. Within evidence on household resources and poverty, a full specification should name the numerator, denominator, reference date or interval, education stage, source coverage, classification version and treatment of missing evidence. For reporting on household resources and poverty, it should also state the national institution authorised to approve, release and revise the value. In interpreting household resources and poverty, if a global concept requires a national correspondence, both should be retained so users can see how the reported measure relates to domestic programmes, rights and decision authority. The minimum requirement for household resources and poverty is to state the welfare measure and show group levels, population shares and sensitivity.[REF-11] [REF-12]

Household resources and poverty in Part II — Population visibility and disaggregation links baseline preparation for the education targets of the 2030 Agenda to measurement choices to their consequences for learners least well served; the governing question is whether the initial measure is conceptually and distributionally fit. In interpreting household resources and poverty, for household resources and poverty, no source should be preferred merely because it already yields a national number. For decisions about household resources and poverty, coverage, timing, question or event definition and the principal error must accompany the result. Source fitness for the household-resource classification depends on who and what can be observed. For reporting on household resources and poverty, administrative systems can provide detailed, frequent evidence on registered institutions and learners; household sources can include people outside formal provision and relate education to living conditions; assessments can describe achievement for a stated target population; and population sources can strengthen denominators.[REF-12] [REF-23]

Household resources and poverty in Part II — Population visibility and disaggregation brings baseline preparation for the education targets of the 2030 Agenda to the evidential finding to the resources and action needed for implementation; the governing question is whether the initial measure is conceptually and distributionally fit. In interpreting household resources and poverty, the relevant disaggregation may include sex, household resources, location, disability, language or population status, selected according to rights, known barriers and decision use. For decisions about household resources and poverty, each group level and population share should remain visible beside any gap or ratio. Within the scope of household resources and poverty, intersections need sufficient precision and safe disclosure. For household resources and poverty, when the evidence cannot support a released estimate for learners across a documented welfare distribution, the missing population and the action needed to observe it should still appear in the readiness statement. Equity is a readiness test within household resources and poverty, not a later optional refinement.[REF-09] [REF-23]

Household resources and poverty in Part II — Population visibility and disaggregation connects baseline preparation for the education targets of the 2030 Agenda to the definition, evidence and responsible decision in one public account; the governing question is whether the initial measure is conceptually and distributionally fit. Quality assessment of participation and learning gradient should consider coverage, completeness, sampling and non-sampling error, classification consistency, timeliness, revision and comparability. For decisions about household resources and poverty, for household resources and poverty, an apparent country difference may arise from different ages, stages, questions or inclusion rules; an apparent trend may arise from a revised source. Within the scope of household resources and poverty, the institution should test sensitivity to plausible alternatives, publish the material uncertainty and break a series when continuity is not defensible. For household resources and poverty, comparability is a reasoned conclusion supported by metadata, not a property conferred by using the same indicator label.[REF-11] [REF-12] [REF-23]

Household resources and poverty in Part II — Population visibility and disaggregation relates baseline preparation for the education targets of the 2030 Agenda to the observed condition to an authority capable of remedy; the governing question is whether the initial measure is conceptually and distributionally fit. In examining household resources and poverty, where no immediate collection is justified, the decision and reason should be public. Within evidence on household resources and poverty, readiness reporting should conclude with an owned next step and correction route rather than a static traffic-light judgement or an unexplained assertion of capacity. Responsibility completes household resources and poverty. Within the scope of household resources and poverty, a material gap in the household-resource classification should be assigned to the body able to improve a register, survey, assessment, classification, release or service response. For household resources and poverty, the action should have authority, recurrent resources, a date and a later test of whether participation and learning gradient became more complete or more useful.[REF-09] [REF-11] [REF-12] [REF-23]

9

Location, remoteness and settlement type

Location, remoteness and settlement type defines the readiness question for the territorial classification. For location, remoteness and settlement type, the population or responsible units are learners in urban, rural, remote and underserved settlements, and the direct evidence concerns local access and conditions. In examining location, remoteness and settlement type, a defensible readiness statement begins with the claim that the measure is expected to support, then identifies the observation unit and the limits of the inference. Within evidence on location, remoteness and settlement type, this order matters under the adopted framework: institutions should align evidence with the agreed education targets while preserving the distinction between a target concept and a formally selected indicator. For reporting on location, remoteness and settlement type, the public description should remain intelligible to affected communities as well as statistical specialists.[REF-07] [REF-09] [REF-11] [REF-21]

For reporting on location, remoteness and settlement type, the authority should list plausible routes into and out of the territorial classification, identify which omissions are concentrated rather than random, and avoid interpreting an unobserved population as a zero or as evidence of equal treatment. The main failure risk in location, remoteness and settlement type is that a binary residence label conceals informal settlements, travel barriers and large within-region disparities. In examining location, remoteness and settlement type, such a failure changes the substance of the result, not merely its presentation. Within evidence on location, remoteness and settlement type, it can make a system appear ready because an aggregate exists while the entitled population, learning dimension or disadvantaged groups remain outside observation. Location, remoteness and settlement type in Part II — Population visibility and disaggregation places baseline preparation for the education targets of the 2030 Agenda to the entitlement at issue alongside the limits of the available evidence; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-07] [REF-09]

The minimum requirement for location, remoteness and settlement type is to combine administrative area with transparent settlement or travel measures where feasible. Within evidence on location, remoteness and settlement type, a full specification should name the numerator, denominator, reference date or interval, education stage, source coverage, classification version and treatment of missing evidence. For reporting on location, remoteness and settlement type, it should also state the national institution authorised to approve, release and revise the value. In interpreting location, remoteness and settlement type, if a global concept requires a national correspondence, both should be retained so users can see how the reported measure relates to domestic programmes, rights and decision authority. Location, remoteness and settlement type in Part II — Population visibility and disaggregation examines baseline preparation for the education targets of the 2030 Agenda to distributional evidence beside the national or institutional aggregate; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-09] [REF-11]

For reporting on location, remoteness and settlement type, administrative systems can provide detailed, frequent evidence on registered institutions and learners; household sources can include people outside formal provision and relate education to living conditions; assessments can describe achievement for a stated target population; and population sources can strengthen denominators. In interpreting location, remoteness and settlement type, for location, remoteness and settlement type, no source should be preferred merely because it already yields a national number. For decisions about location, remoteness and settlement type, coverage, timing, question or event definition and the principal error must accompany the result. Source fitness for the territorial classification depends on who and what can be observed. Location, remoteness and settlement type in Part II — Population visibility and disaggregation sets baseline preparation for the education targets of the 2030 Agenda to the stated objective to a reviewable allocation of responsibility; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-11] [REF-21]

Within the scope of location, remoteness and settlement type, intersections need sufficient precision and safe disclosure. For location, remoteness and settlement type, when the evidence cannot support a released estimate for learners in urban, rural, remote and underserved settlements, the missing population and the action needed to observe it should still appear in the readiness statement. Equity is a readiness test within location, remoteness and settlement type, not a later optional refinement. In interpreting location, remoteness and settlement type, the relevant disaggregation may include sex, household resources, location, disability, language or population status, selected according to rights, known barriers and decision use. For decisions about location, remoteness and settlement type, each group level and population share should remain visible beside any gap or ratio. Location, remoteness and settlement type in Part II — Population visibility and disaggregation locates baseline preparation for the education targets of the 2030 Agenda to measurement choices to their consequences for learners least well served; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-07] [REF-21]

For location, remoteness and settlement type, comparability is a reasoned conclusion supported by metadata, not a property conferred by using the same indicator label. Quality assessment of local access and conditions should consider coverage, completeness, sampling and non-sampling error, classification consistency, timeliness, revision and comparability. For decisions about location, remoteness and settlement type, for location, remoteness and settlement type, an apparent country difference may arise from different ages, stages, questions or inclusion rules; an apparent trend may arise from a revised source. Within the scope of location, remoteness and settlement type, the institution should test sensitivity to plausible alternatives, publish the material uncertainty and break a series when continuity is not defensible. Location, remoteness and settlement type in Part II — Population visibility and disaggregation anchors baseline preparation for the education targets of the 2030 Agenda to the evidential finding to the resources and action needed for implementation; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-09] [REF-11] [REF-21]

Responsibility completes location, remoteness and settlement type. Within the scope of location, remoteness and settlement type, a material gap in the territorial classification should be assigned to the body able to improve a register, survey, assessment, classification, release or service response. For location, remoteness and settlement type, the action should have authority, recurrent resources, a date and a later test of whether local access and conditions became more complete or more useful. In examining location, remoteness and settlement type, where no immediate collection is justified, the decision and reason should be public. Within evidence on location, remoteness and settlement type, readiness reporting should conclude with an owned next step and correction route rather than a static traffic-light judgement or an unexplained assertion of capacity. Location, remoteness and settlement type in Part II — Population visibility and disaggregation frames baseline preparation for the education targets of the 2030 Agenda to the definition, evidence and responsible decision in one public account; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-07] [REF-09] [REF-11] [REF-21]

10

Disability and functional difficulty

Disability and functional difficulty defines the readiness question for the disability-sensitive evidence. For disability and functional difficulty, the population or responsible units are learners with different functional and accommodation requirements, and the direct evidence concerns inclusive participation and learning. In examining disability and functional difficulty, a defensible readiness statement begins with the claim that the measure is expected to support, then identifies the observation unit and the limits of the inference. Within evidence on disability and functional difficulty, this order matters under the adopted framework: institutions should align evidence with the agreed education targets while preserving the distinction between a target concept and a formally selected indicator. For reporting on disability and functional difficulty, the public description should remain intelligible to affected communities as well as statistical specialists.[REF-05] [REF-07] [REF-13] [REF-23]

Disability and functional difficulty in Part II — Population visibility and disaggregation links baseline preparation for the education targets of the 2030 Agenda to population coverage and educational substance before comparison; the governing question is whether the initial measure is conceptually and distributionally fit. Within evidence on disability and functional difficulty, it can make a system appear ready because an aggregate exists while the entitled population, learning dimension or disadvantaged groups remain outside observation. For reporting on disability and functional difficulty, the authority should list plausible routes into and out of the disability-sensitive evidence, identify which omissions are concentrated rather than random, and avoid interpreting an unobserved population as a zero or as evidence of equal treatment. The main failure risk in disability and functional difficulty is that diagnosis-based school records omit never-enrolled learners and people unable to disclose a condition. In examining disability and functional difficulty, such a failure changes the substance of the result, not merely its presentation.[REF-05] [REF-07]

Disability and functional difficulty in Part II — Population visibility and disaggregation brings baseline preparation for the education targets of the 2030 Agenda to the entitlement at issue alongside the limits of the available evidence; the governing question is whether the initial measure is conceptually and distributionally fit. In interpreting disability and functional difficulty, if a global concept requires a national correspondence, both should be retained so users can see how the reported measure relates to domestic programmes, rights and decision authority. The minimum requirement for disability and functional difficulty is to use respectful functional questions and report accessibility, accommodation and continuity. Within evidence on disability and functional difficulty, a full specification should name the numerator, denominator, reference date or interval, education stage, source coverage, classification version and treatment of missing evidence. For reporting on disability and functional difficulty, it should also state the national institution authorised to approve, release and revise the value.[REF-07] [REF-13]

Disability and functional difficulty in Part II — Population visibility and disaggregation connects baseline preparation for the education targets of the 2030 Agenda to distributional evidence beside the national or institutional aggregate; the governing question is whether the initial measure is conceptually and distributionally fit. Source fitness for the disability-sensitive evidence depends on who and what can be observed. For reporting on disability and functional difficulty, administrative systems can provide detailed, frequent evidence on registered institutions and learners; household sources can include people outside formal provision and relate education to living conditions; assessments can describe achievement for a stated target population; and population sources can strengthen denominators. In interpreting disability and functional difficulty, for disability and functional difficulty, no source should be preferred merely because it already yields a national number. For decisions about disability and functional difficulty, coverage, timing, question or event definition and the principal error must accompany the result.[REF-13] [REF-23]

Disability and functional difficulty in Part II — Population visibility and disaggregation relates baseline preparation for the education targets of the 2030 Agenda to the stated objective to a reviewable allocation of responsibility; the governing question is whether the initial measure is conceptually and distributionally fit. Equity is a readiness test within disability and functional difficulty, not a later optional refinement. In interpreting disability and functional difficulty, the relevant disaggregation may include sex, household resources, location, disability, language or population status, selected according to rights, known barriers and decision use. For decisions about disability and functional difficulty, each group level and population share should remain visible beside any gap or ratio. Within the scope of disability and functional difficulty, intersections need sufficient precision and safe disclosure. For disability and functional difficulty, when the evidence cannot support a released estimate for learners with different functional and accommodation requirements, the missing population and the action needed to observe it should still appear in the readiness statement.[REF-05] [REF-23]

Disability and functional difficulty in Part II — Population visibility and disaggregation tests baseline preparation for the education targets of the 2030 Agenda to measurement choices to their consequences for learners least well served; the governing question is whether the initial measure is conceptually and distributionally fit. Within the scope of disability and functional difficulty, the institution should test sensitivity to plausible alternatives, publish the material uncertainty and break a series when continuity is not defensible. For disability and functional difficulty, comparability is a reasoned conclusion supported by metadata, not a property conferred by using the same indicator label. Quality assessment of inclusive participation and learning should consider coverage, completeness, sampling and non-sampling error, classification consistency, timeliness, revision and comparability. For decisions about disability and functional difficulty, for disability and functional difficulty, an apparent country difference may arise from different ages, stages, questions or inclusion rules; an apparent trend may arise from a revised source.[REF-07] [REF-13] [REF-23]

Disability and functional difficulty in Part II — Population visibility and disaggregation places baseline preparation for the education targets of the 2030 Agenda to the evidential finding to the resources and action needed for implementation; the governing question is whether the initial measure is conceptually and distributionally fit. For disability and functional difficulty, the action should have authority, recurrent resources, a date and a later test of whether inclusive participation and learning became more complete or more useful. In examining disability and functional difficulty, where no immediate collection is justified, the decision and reason should be public. Within evidence on disability and functional difficulty, readiness reporting should conclude with an owned next step and correction route rather than a static traffic-light judgement or an unexplained assertion of capacity. Responsibility completes disability and functional difficulty. Within the scope of disability and functional difficulty, a material gap in the disability-sensitive evidence should be assigned to the body able to improve a register, survey, assessment, classification, release or service response.[REF-05] [REF-07] [REF-13] [REF-23]

11

Language, minority, migration and displacement

Language, minority, migration and displacement defines the readiness question for the population-status classification. For language, minority, migration and displacement, the population or responsible units are linguistic, ethnic, indigenous, migrant and displaced groups where relevant and lawful, and the direct evidence concerns entry, comprehension and progression. In examining language, minority, migration and displacement, a defensible readiness statement begins with the claim that the measure is expected to support, then identifies the observation unit and the limits of the inference. Within evidence on language, minority, migration and displacement, this order matters under the adopted framework: institutions should align evidence with the agreed education targets while preserving the distinction between a target concept and a formally selected indicator. For reporting on language, minority, migration and displacement, the public description should remain intelligible to affected communities as well as statistical specialists.[REF-05] [REF-07] [REF-09] [REF-14]

In examining language, minority, migration and displacement, such a failure changes the substance of the result, not merely its presentation. Within evidence on language, minority, migration and displacement, it can make a system appear ready because an aggregate exists while the entitled population, learning dimension or disadvantaged groups remain outside observation. For reporting on language, minority, migration and displacement, the authority should list plausible routes into and out of the population-status classification, identify which omissions are concentrated rather than random, and avoid interpreting an unobserved population as a zero or as evidence of equal treatment. The main failure risk in language, minority, migration and displacement is that categories stigmatise people, collapse distinct groups or exclude mobile populations from the frame. Language, minority, migration and displacement in Part II — Population visibility and disaggregation sets baseline preparation for the education targets of the 2030 Agenda to the observed condition to an authority capable of remedy; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-05] [REF-07]

For reporting on language, minority, migration and displacement, it should also state the national institution authorised to approve, release and revise the value. In interpreting language, minority, migration and displacement, if a global concept requires a national correspondence, both should be retained so users can see how the reported measure relates to domestic programmes, rights and decision authority. The minimum requirement for language, minority, migration and displacement is to develop categories with affected communities and publish at safe, decision-relevant detail. Within evidence on language, minority, migration and displacement, a full specification should name the numerator, denominator, reference date or interval, education stage, source coverage, classification version and treatment of missing evidence. Language, minority, migration and displacement in Part II — Population visibility and disaggregation locates baseline preparation for the education targets of the 2030 Agenda to population coverage and educational substance before comparison; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-07] [REF-09]

For decisions about language, minority, migration and displacement, coverage, timing, question or event definition and the principal error must accompany the result. Source fitness for the population-status classification depends on who and what can be observed. For reporting on language, minority, migration and displacement, administrative systems can provide detailed, frequent evidence on registered institutions and learners; household sources can include people outside formal provision and relate education to living conditions; assessments can describe achievement for a stated target population; and population sources can strengthen denominators. In interpreting language, minority, migration and displacement, for language, minority, migration and displacement, no source should be preferred merely because it already yields a national number. Language, minority, migration and displacement in Part II — Population visibility and disaggregation anchors baseline preparation for the education targets of the 2030 Agenda to the entitlement at issue alongside the limits of the available evidence; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-09] [REF-14]

For decisions about language, minority, migration and displacement, each group level and population share should remain visible beside any gap or ratio. Within the scope of language, minority, migration and displacement, intersections need sufficient precision and safe disclosure. For language, minority, migration and displacement, when the evidence cannot support a released estimate for linguistic, ethnic, indigenous, migrant and displaced groups where relevant and lawful, the missing population and the action needed to observe it should still appear in the readiness statement. Equity is a readiness test within language, minority, migration and displacement, not a later optional refinement. In interpreting language, minority, migration and displacement, the relevant disaggregation may include sex, household resources, location, disability, language or population status, selected according to rights, known barriers and decision use. Language, minority, migration and displacement in Part II — Population visibility and disaggregation frames baseline preparation for the education targets of the 2030 Agenda to distributional evidence beside the national or institutional aggregate; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-05] [REF-14]

For decisions about language, minority, migration and displacement, for language, minority, migration and displacement, an apparent country difference may arise from different ages, stages, questions or inclusion rules; an apparent trend may arise from a revised source. Within the scope of language, minority, migration and displacement, the institution should test sensitivity to plausible alternatives, publish the material uncertainty and break a series when continuity is not defensible. For language, minority, migration and displacement, comparability is a reasoned conclusion supported by metadata, not a property conferred by using the same indicator label. Quality assessment of entry, comprehension and progression should consider coverage, completeness, sampling and non-sampling error, classification consistency, timeliness, revision and comparability. Language, minority, migration and displacement in Part II — Population visibility and disaggregation clarifies baseline preparation for the education targets of the 2030 Agenda to the stated objective to a reviewable allocation of responsibility; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-07] [REF-09] [REF-14]

Within evidence on language, minority, migration and displacement, readiness reporting should conclude with an owned next step and correction route rather than a static traffic-light judgement or an unexplained assertion of capacity. Responsibility completes language, minority, migration and displacement. Within the scope of language, minority, migration and displacement, a material gap in the population-status classification should be assigned to the body able to improve a register, survey, assessment, classification, release or service response. For language, minority, migration and displacement, the action should have authority, recurrent resources, a date and a later test of whether entry, comprehension and progression became more complete or more useful. In examining language, minority, migration and displacement, where no immediate collection is justified, the decision and reason should be public. Language, minority, migration and displacement in Part II — Population visibility and disaggregation links baseline preparation for the education targets of the 2030 Agenda to measurement choices to their consequences for learners least well served; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-05] [REF-07] [REF-09] [REF-14]

12

Intersecting disadvantage and safe small groups

Intersecting disadvantage and safe small groups defines the readiness question for the intersectional estimate. For intersecting disadvantage and safe small groups, the population or responsible units are groups defined by two or more material characteristics, and the direct evidence concerns combined disparity. In examining intersecting disadvantage and safe small groups, a defensible readiness statement begins with the claim that the measure is expected to support, then identifies the observation unit and the limits of the inference. Within evidence on intersecting disadvantage and safe small groups, this order matters under the adopted framework: institutions should align evidence with the agreed education targets while preserving the distinction between a target concept and a formally selected indicator. For reporting on intersecting disadvantage and safe small groups, the public description should remain intelligible to affected communities as well as statistical specialists.[REF-03] [REF-05] [REF-07] [REF-16]

The main failure risk in intersecting disadvantage and safe small groups is that single-variable reporting implies internal uniformity while sparse intersections create unstable or identifying cells. In examining intersecting disadvantage and safe small groups, such a failure changes the substance of the result, not merely its presentation. Within evidence on intersecting disadvantage and safe small groups, it can make a system appear ready because an aggregate exists while the entitled population, learning dimension or disadvantaged groups remain outside observation. For reporting on intersecting disadvantage and safe small groups, the authority should list plausible routes into and out of the intersectional estimate, identify which omissions are concentrated rather than random, and avoid interpreting an unobserved population as a zero or as evidence of equal treatment. Intersecting disadvantage and safe small groups in Part II — Population visibility and disaggregation connects baseline preparation for the education targets of the 2030 Agenda to the definition, evidence and responsible decision in one public account; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-03] [REF-05]

Within evidence on intersecting disadvantage and safe small groups, a full specification should name the numerator, denominator, reference date or interval, education stage, source coverage, classification version and treatment of missing evidence. For reporting on intersecting disadvantage and safe small groups, it should also state the national institution authorised to approve, release and revise the value. In interpreting intersecting disadvantage and safe small groups, if a global concept requires a national correspondence, both should be retained so users can see how the reported measure relates to domestic programmes, rights and decision authority. The minimum requirement for intersecting disadvantage and safe small groups is to pre-specify priority intersections and apply precision and confidentiality rules. Intersecting disadvantage and safe small groups in Part II — Population visibility and disaggregation relates baseline preparation for the education targets of the 2030 Agenda to the observed condition to an authority capable of remedy; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-05] [REF-07]

In interpreting intersecting disadvantage and safe small groups, for intersecting disadvantage and safe small groups, no source should be preferred merely because it already yields a national number. For decisions about intersecting disadvantage and safe small groups, coverage, timing, question or event definition and the principal error must accompany the result. Source fitness for the intersectional estimate depends on who and what can be observed. For reporting on intersecting disadvantage and safe small groups, administrative systems can provide detailed, frequent evidence on registered institutions and learners; household sources can include people outside formal provision and relate education to living conditions; assessments can describe achievement for a stated target population; and population sources can strengthen denominators. Intersecting disadvantage and safe small groups in Part II — Population visibility and disaggregation tests baseline preparation for the education targets of the 2030 Agenda to population coverage and educational substance before comparison; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-07] [REF-16]

For intersecting disadvantage and safe small groups, when the evidence cannot support a released estimate for groups defined by two or more material characteristics, the missing population and the action needed to observe it should still appear in the readiness statement. Equity is a readiness test within intersecting disadvantage and safe small groups, not a later optional refinement. In interpreting intersecting disadvantage and safe small groups, the relevant disaggregation may include sex, household resources, location, disability, language or population status, selected according to rights, known barriers and decision use. For decisions about intersecting disadvantage and safe small groups, each group level and population share should remain visible beside any gap or ratio. Within the scope of intersecting disadvantage and safe small groups, intersections need sufficient precision and safe disclosure. Intersecting disadvantage and safe small groups in Part II — Population visibility and disaggregation places baseline preparation for the education targets of the 2030 Agenda to the entitlement at issue alongside the limits of the available evidence; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-03] [REF-16]

Quality assessment of combined disparity should consider coverage, completeness, sampling and non-sampling error, classification consistency, timeliness, revision and comparability. For decisions about intersecting disadvantage and safe small groups, for intersecting disadvantage and safe small groups, an apparent country difference may arise from different ages, stages, questions or inclusion rules; an apparent trend may arise from a revised source. Within the scope of intersecting disadvantage and safe small groups, the institution should test sensitivity to plausible alternatives, publish the material uncertainty and break a series when continuity is not defensible. For intersecting disadvantage and safe small groups, comparability is a reasoned conclusion supported by metadata, not a property conferred by using the same indicator label. Intersecting disadvantage and safe small groups in Part II — Population visibility and disaggregation examines baseline preparation for the education targets of the 2030 Agenda to distributional evidence beside the national or institutional aggregate; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-05] [REF-07] [REF-16]

Within the scope of intersecting disadvantage and safe small groups, a material gap in the intersectional estimate should be assigned to the body able to improve a register, survey, assessment, classification, release or service response. For intersecting disadvantage and safe small groups, the action should have authority, recurrent resources, a date and a later test of whether combined disparity became more complete or more useful. In examining intersecting disadvantage and safe small groups, where no immediate collection is justified, the decision and reason should be public. Within evidence on intersecting disadvantage and safe small groups, readiness reporting should conclude with an owned next step and correction route rather than a static traffic-light judgement or an unexplained assertion of capacity. Responsibility completes intersecting disadvantage and safe small groups. Intersecting disadvantage and safe small groups in Part II — Population visibility and disaggregation sets baseline preparation for the education targets of the 2030 Agenda to the stated objective to a reviewable allocation of responsibility; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-03] [REF-05] [REF-07] [REF-16]

Part III

Education dimensions that a universal frame may require

13

Entry, enrolment and effective attendance

Entry, enrolment and effective attendance defines the readiness question for the participation pathway. For entry, enrolment and effective attendance, the population or responsible units are persons entitled to enter and attend an education stage, and the direct evidence concerns entry and sustained attendance. In examining entry, enrolment and effective attendance, a defensible readiness statement begins with the claim that the measure is expected to support, then identifies the observation unit and the limits of the inference. Within evidence on entry, enrolment and effective attendance, this order matters under the adopted framework: institutions should align evidence with the agreed education targets while preserving the distinction between a target concept and a formally selected indicator. For reporting on entry, enrolment and effective attendance, the public description should remain intelligible to affected communities as well as statistical specialists.[REF-06] [REF-07] [REF-11] [REF-14]

The main failure risk in entry, enrolment and effective attendance is that registration is counted as access although attendance is irregular or instructional time is inadequate. In examining entry, enrolment and effective attendance, such a failure changes the substance of the result, not merely its presentation. Within evidence on entry, enrolment and effective attendance, it can make a system appear ready because an aggregate exists while the entitled population, learning dimension or disadvantaged groups remain outside observation. For reporting on entry, enrolment and effective attendance, the authority should list plausible routes into and out of the participation pathway, identify which omissions are concentrated rather than random, and avoid interpreting an unobserved population as a zero or as evidence of equal treatment. Entry, enrolment and effective attendance in Part III — Education dimensions that a universal frame may require frames baseline preparation for the education targets of the 2030 Agenda to the definition, evidence and responsible decision in one public account; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-06] [REF-07]

Within evidence on entry, enrolment and effective attendance, a full specification should name the numerator, denominator, reference date or interval, education stage, source coverage, classification version and treatment of missing evidence. For reporting on entry, enrolment and effective attendance, it should also state the national institution authorised to approve, release and revise the value. In interpreting entry, enrolment and effective attendance, if a global concept requires a national correspondence, both should be retained so users can see how the reported measure relates to domestic programmes, rights and decision authority. The minimum requirement for entry, enrolment and effective attendance is to separate request, entry, registration, attendance intensity and continuity. Entry, enrolment and effective attendance in Part III — Education dimensions that a universal frame may require clarifies baseline preparation for the education targets of the 2030 Agenda to the observed condition to an authority capable of remedy; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-07] [REF-11]

In interpreting entry, enrolment and effective attendance, for entry, enrolment and effective attendance, no source should be preferred merely because it already yields a national number. For decisions about entry, enrolment and effective attendance, coverage, timing, question or event definition and the principal error must accompany the result. Source fitness for the participation pathway depends on who and what can be observed. For reporting on entry, enrolment and effective attendance, administrative systems can provide detailed, frequent evidence on registered institutions and learners; household sources can include people outside formal provision and relate education to living conditions; assessments can describe achievement for a stated target population; and population sources can strengthen denominators. Entry, enrolment and effective attendance in Part III — Education dimensions that a universal frame may require links baseline preparation for the education targets of the 2030 Agenda to population coverage and educational substance before comparison; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-11] [REF-14]

For decisions about entry, enrolment and effective attendance, each group level and population share should remain visible beside any gap or ratio. Within the scope of entry, enrolment and effective attendance, intersections need sufficient precision and safe disclosure. For entry, enrolment and effective attendance, when the evidence cannot support a released estimate for persons entitled to enter and attend an education stage, the missing population and the action needed to observe it should still appear in the readiness statement. Equity is a readiness test within entry, enrolment and effective attendance, not a later optional refinement. In interpreting entry, enrolment and effective attendance, the relevant disaggregation may include sex, household resources, location, disability, language or population status, selected according to rights, known barriers and decision use. Entry, enrolment and effective attendance in Part III — Education dimensions that a universal frame may require brings baseline preparation for the education targets of the 2030 Agenda to the entitlement at issue alongside the limits of the available evidence; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-06] [REF-14]

Quality assessment of entry and sustained attendance should consider coverage, completeness, sampling and non-sampling error, classification consistency, timeliness, revision and comparability. For decisions about entry, enrolment and effective attendance, for entry, enrolment and effective attendance, an apparent country difference may arise from different ages, stages, questions or inclusion rules; an apparent trend may arise from a revised source. Within the scope of entry, enrolment and effective attendance, the institution should test sensitivity to plausible alternatives, publish the material uncertainty and break a series when continuity is not defensible. For entry, enrolment and effective attendance, comparability is a reasoned conclusion supported by metadata, not a property conferred by using the same indicator label. Entry, enrolment and effective attendance in Part III — Education dimensions that a universal frame may require connects baseline preparation for the education targets of the 2030 Agenda to distributional evidence beside the national or institutional aggregate; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-07] [REF-11] [REF-14]

Within evidence on entry, enrolment and effective attendance, readiness reporting should conclude with an owned next step and correction route rather than a static traffic-light judgement or an unexplained assertion of capacity. Responsibility completes entry, enrolment and effective attendance. Within the scope of entry, enrolment and effective attendance, a material gap in the participation pathway should be assigned to the body able to improve a register, survey, assessment, classification, release or service response. For entry, enrolment and effective attendance, the action should have authority, recurrent resources, a date and a later test of whether entry and sustained attendance became more complete or more useful. In examining entry, enrolment and effective attendance, where no immediate collection is justified, the decision and reason should be public. Entry, enrolment and effective attendance in Part III — Education dimensions that a universal frame may require relates baseline preparation for the education targets of the 2030 Agenda to the stated objective to a reviewable allocation of responsibility; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-06] [REF-07] [REF-11] [REF-14]

14

Progression, repetition and completion

Progression, repetition and completion defines the readiness question for the learner-flow evidence. For progression, repetition and completion, the population or responsible units are cohorts moving through grades and programme stages, and the direct evidence concerns progression and completion. In examining progression, repetition and completion, a defensible readiness statement begins with the claim that the measure is expected to support, then identifies the observation unit and the limits of the inference. Within evidence on progression, repetition and completion, this order matters under the adopted framework: institutions should align evidence with the agreed education targets while preserving the distinction between a target concept and a formally selected indicator. For reporting on progression, repetition and completion, the public description should remain intelligible to affected communities as well as statistical specialists.[REF-06] [REF-10] [REF-15] [REF-22]

For reporting on progression, repetition and completion, the authority should list plausible routes into and out of the learner-flow evidence, identify which omissions are concentrated rather than random, and avoid interpreting an unobserved population as a zero or as evidence of equal treatment. The main failure risk in progression, repetition and completion is that cross-sectional enrolment stays high while disadvantaged learners repeat or disappear between stages. In examining progression, repetition and completion, such a failure changes the substance of the result, not merely its presentation. Within evidence on progression, repetition and completion, it can make a system appear ready because an aggregate exists while the entitled population, learning dimension or disadvantaged groups remain outside observation. Progression, repetition and completion in Part III — Education dimensions that a universal frame may require places baseline preparation for the education targets of the 2030 Agenda to the evidential finding to the resources and action needed for implementation; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-06] [REF-10]

The minimum requirement for progression, repetition and completion is to use cohort-consistent flow measures with time allowance, interruption and return. Within evidence on progression, repetition and completion, a full specification should name the numerator, denominator, reference date or interval, education stage, source coverage, classification version and treatment of missing evidence. For reporting on progression, repetition and completion, it should also state the national institution authorised to approve, release and revise the value. In interpreting progression, repetition and completion, if a global concept requires a national correspondence, both should be retained so users can see how the reported measure relates to domestic programmes, rights and decision authority. Progression, repetition and completion in Part III — Education dimensions that a universal frame may require examines baseline preparation for the education targets of the 2030 Agenda to the definition, evidence and responsible decision in one public account; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-10] [REF-15]

For reporting on progression, repetition and completion, administrative systems can provide detailed, frequent evidence on registered institutions and learners; household sources can include people outside formal provision and relate education to living conditions; assessments can describe achievement for a stated target population; and population sources can strengthen denominators. In interpreting progression, repetition and completion, for progression, repetition and completion, no source should be preferred merely because it already yields a national number. For decisions about progression, repetition and completion, coverage, timing, question or event definition and the principal error must accompany the result. Source fitness for the learner-flow evidence depends on who and what can be observed. Progression, repetition and completion in Part III — Education dimensions that a universal frame may require sets baseline preparation for the education targets of the 2030 Agenda to the observed condition to an authority capable of remedy; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-15] [REF-22]

For progression, repetition and completion, when the evidence cannot support a released estimate for cohorts moving through grades and programme stages, the missing population and the action needed to observe it should still appear in the readiness statement. Equity is a readiness test within progression, repetition and completion, not a later optional refinement. In interpreting progression, repetition and completion, the relevant disaggregation may include sex, household resources, location, disability, language or population status, selected according to rights, known barriers and decision use. For decisions about progression, repetition and completion, each group level and population share should remain visible beside any gap or ratio. Within the scope of progression, repetition and completion, intersections need sufficient precision and safe disclosure. Progression, repetition and completion in Part III — Education dimensions that a universal frame may require locates baseline preparation for the education targets of the 2030 Agenda to population coverage and educational substance before comparison; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-06] [REF-22]

For progression, repetition and completion, comparability is a reasoned conclusion supported by metadata, not a property conferred by using the same indicator label. Quality assessment of progression and completion should consider coverage, completeness, sampling and non-sampling error, classification consistency, timeliness, revision and comparability. For decisions about progression, repetition and completion, for progression, repetition and completion, an apparent country difference may arise from different ages, stages, questions or inclusion rules; an apparent trend may arise from a revised source. Within the scope of progression, repetition and completion, the institution should test sensitivity to plausible alternatives, publish the material uncertainty and break a series when continuity is not defensible. Progression, repetition and completion in Part III — Education dimensions that a universal frame may require anchors baseline preparation for the education targets of the 2030 Agenda to the entitlement at issue alongside the limits of the available evidence; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-10] [REF-15] [REF-22]

Within the scope of progression, repetition and completion, a material gap in the learner-flow evidence should be assigned to the body able to improve a register, survey, assessment, classification, release or service response. For progression, repetition and completion, the action should have authority, recurrent resources, a date and a later test of whether progression and completion became more complete or more useful. In examining progression, repetition and completion, where no immediate collection is justified, the decision and reason should be public. Within evidence on progression, repetition and completion, readiness reporting should conclude with an owned next step and correction route rather than a static traffic-light judgement or an unexplained assertion of capacity. Responsibility completes progression, repetition and completion. Progression, repetition and completion in Part III — Education dimensions that a universal frame may require frames baseline preparation for the education targets of the 2030 Agenda to distributional evidence beside the national or institutional aggregate; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-06] [REF-10] [REF-15] [REF-22]

15

Learning outcomes and threshold performance

Learning outcomes and threshold performance defines the readiness question for the learning distribution. For learning outcomes and threshold performance, the population or responsible units are eligible learners including those absent or excluded from assessment, and the direct evidence concerns achievement and minimum threshold. In examining learning outcomes and threshold performance, a defensible readiness statement begins with the claim that the measure is expected to support, then identifies the observation unit and the limits of the inference. Within evidence on learning outcomes and threshold performance, this order matters under the adopted framework: institutions should align evidence with the agreed education targets while preserving the distinction between a target concept and a formally selected indicator. For reporting on learning outcomes and threshold performance, the public description should remain intelligible to affected communities as well as statistical specialists.[REF-06] [REF-08] [REF-15] [REF-24]

Within evidence on learning outcomes and threshold performance, it can make a system appear ready because an aggregate exists while the entitled population, learning dimension or disadvantaged groups remain outside observation. For reporting on learning outcomes and threshold performance, the authority should list plausible routes into and out of the learning distribution, identify which omissions are concentrated rather than random, and avoid interpreting an unobserved population as a zero or as evidence of equal treatment. The main failure risk in learning outcomes and threshold performance is that a rising score mean conceals a persistent learning floor or changed assessment participation. In examining learning outcomes and threshold performance, such a failure changes the substance of the result, not merely its presentation. Learning outcomes and threshold performance in Part III — Education dimensions that a universal frame may require links baseline preparation for the education targets of the 2030 Agenda to measurement choices to their consequences for learners least well served; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-06] [REF-08]

In interpreting learning outcomes and threshold performance, if a global concept requires a national correspondence, both should be retained so users can see how the reported measure relates to domestic programmes, rights and decision authority. The minimum requirement for learning outcomes and threshold performance is to report score distributions, threshold shares, target coverage, exclusions and uncertainty. Within evidence on learning outcomes and threshold performance, a full specification should name the numerator, denominator, reference date or interval, education stage, source coverage, classification version and treatment of missing evidence. For reporting on learning outcomes and threshold performance, it should also state the national institution authorised to approve, release and revise the value. Learning outcomes and threshold performance in Part III — Education dimensions that a universal frame may require brings baseline preparation for the education targets of the 2030 Agenda to the evidential finding to the resources and action needed for implementation; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-08] [REF-15]

Source fitness for the learning distribution depends on who and what can be observed. For reporting on learning outcomes and threshold performance, administrative systems can provide detailed, frequent evidence on registered institutions and learners; household sources can include people outside formal provision and relate education to living conditions; assessments can describe achievement for a stated target population; and population sources can strengthen denominators. In interpreting learning outcomes and threshold performance, for learning outcomes and threshold performance, no source should be preferred merely because it already yields a national number. For decisions about learning outcomes and threshold performance, coverage, timing, question or event definition and the principal error must accompany the result. Learning outcomes and threshold performance in Part III — Education dimensions that a universal frame may require connects baseline preparation for the education targets of the 2030 Agenda to the definition, evidence and responsible decision in one public account; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-15] [REF-24]

In interpreting learning outcomes and threshold performance, the relevant disaggregation may include sex, household resources, location, disability, language or population status, selected according to rights, known barriers and decision use. For decisions about learning outcomes and threshold performance, each group level and population share should remain visible beside any gap or ratio. Within the scope of learning outcomes and threshold performance, intersections need sufficient precision and safe disclosure. For learning outcomes and threshold performance, when the evidence cannot support a released estimate for eligible learners including those absent or excluded from assessment, the missing population and the action needed to observe it should still appear in the readiness statement. Equity is a readiness test within learning outcomes and threshold performance, not a later optional refinement. Learning outcomes and threshold performance in Part III — Education dimensions that a universal frame may require relates baseline preparation for the education targets of the 2030 Agenda to the observed condition to an authority capable of remedy; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-06] [REF-24]

Within the scope of learning outcomes and threshold performance, the institution should test sensitivity to plausible alternatives, publish the material uncertainty and break a series when continuity is not defensible. For learning outcomes and threshold performance, comparability is a reasoned conclusion supported by metadata, not a property conferred by using the same indicator label. Quality assessment of achievement and minimum threshold should consider coverage, completeness, sampling and non-sampling error, classification consistency, timeliness, revision and comparability. For decisions about learning outcomes and threshold performance, for learning outcomes and threshold performance, an apparent country difference may arise from different ages, stages, questions or inclusion rules; an apparent trend may arise from a revised source. Learning outcomes and threshold performance in Part III — Education dimensions that a universal frame may require tests baseline preparation for the education targets of the 2030 Agenda to population coverage and educational substance before comparison; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-08] [REF-15] [REF-24]

In examining learning outcomes and threshold performance, where no immediate collection is justified, the decision and reason should be public. Within evidence on learning outcomes and threshold performance, readiness reporting should conclude with an owned next step and correction route rather than a static traffic-light judgement or an unexplained assertion of capacity. Responsibility completes learning outcomes and threshold performance. Within the scope of learning outcomes and threshold performance, a material gap in the learning distribution should be assigned to the body able to improve a register, survey, assessment, classification, release or service response. For learning outcomes and threshold performance, the action should have authority, recurrent resources, a date and a later test of whether achievement and minimum threshold became more complete or more useful. Learning outcomes and threshold performance in Part III — Education dimensions that a universal frame may require places baseline preparation for the education targets of the 2030 Agenda to the entitlement at issue alongside the limits of the available evidence; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-06] [REF-08] [REF-15] [REF-24]

16

Early childhood development and pre-primary participation

Early childhood development and pre-primary participation defines the readiness question for the early-childhood evidence. For early childhood development and pre-primary participation, the population or responsible units are young children in diverse care and learning settings, and the direct evidence concerns development and programme participation. In examining early childhood development and pre-primary participation, a defensible readiness statement begins with the claim that the measure is expected to support, then identifies the observation unit and the limits of the inference. Within evidence on early childhood development and pre-primary participation, this order matters under the adopted framework: institutions should align evidence with the agreed education targets while preserving the distinction between a target concept and a formally selected indicator. For reporting on early childhood development and pre-primary participation, the public description should remain intelligible to affected communities as well as statistical specialists.[REF-01] [REF-06] [REF-07] [REF-14]

In examining early childhood development and pre-primary participation, such a failure changes the substance of the result, not merely its presentation. Within evidence on early childhood development and pre-primary participation, it can make a system appear ready because an aggregate exists while the entitled population, learning dimension or disadvantaged groups remain outside observation. For reporting on early childhood development and pre-primary participation, the authority should list plausible routes into and out of the early-childhood evidence, identify which omissions are concentrated rather than random, and avoid interpreting an unobserved population as a zero or as evidence of equal treatment. The main failure risk in early childhood development and pre-primary participation is that formal pre-primary records are treated as the whole early-childhood population and informal provision is invisible. Early childhood development and pre-primary participation in Part III — Education dimensions that a universal frame may require sets baseline preparation for the education targets of the 2030 Agenda to the stated objective to a reviewable allocation of responsibility; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-01] [REF-06]

For reporting on early childhood development and pre-primary participation, it should also state the national institution authorised to approve, release and revise the value. In interpreting early childhood development and pre-primary participation, if a global concept requires a national correspondence, both should be retained so users can see how the reported measure relates to domestic programmes, rights and decision authority. The minimum requirement for early childhood development and pre-primary participation is to align age, setting, programme quality and household coverage without claiming one measure captures development. Within evidence on early childhood development and pre-primary participation, a full specification should name the numerator, denominator, reference date or interval, education stage, source coverage, classification version and treatment of missing evidence. Early childhood development and pre-primary participation in Part III — Education dimensions that a universal frame may require locates baseline preparation for the education targets of the 2030 Agenda to measurement choices to their consequences for learners least well served; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-06] [REF-07]

For decisions about early childhood development and pre-primary participation, coverage, timing, question or event definition and the principal error must accompany the result. Source fitness for the early-childhood evidence depends on who and what can be observed. For reporting on early childhood development and pre-primary participation, administrative systems can provide detailed, frequent evidence on registered institutions and learners; household sources can include people outside formal provision and relate education to living conditions; assessments can describe achievement for a stated target population; and population sources can strengthen denominators. In interpreting early childhood development and pre-primary participation, for early childhood development and pre-primary participation, no source should be preferred merely because it already yields a national number. Early childhood development and pre-primary participation in Part III — Education dimensions that a universal frame may require anchors baseline preparation for the education targets of the 2030 Agenda to the evidential finding to the resources and action needed for implementation; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-07] [REF-14]

Within the scope of early childhood development and pre-primary participation, intersections need sufficient precision and safe disclosure. For early childhood development and pre-primary participation, when the evidence cannot support a released estimate for young children in diverse care and learning settings, the missing population and the action needed to observe it should still appear in the readiness statement. Equity is a readiness test within early childhood development and pre-primary participation, not a later optional refinement. In interpreting early childhood development and pre-primary participation, the relevant disaggregation may include sex, household resources, location, disability, language or population status, selected according to rights, known barriers and decision use. For decisions about early childhood development and pre-primary participation, each group level and population share should remain visible beside any gap or ratio. Early childhood development and pre-primary participation in Part III — Education dimensions that a universal frame may require frames baseline preparation for the education targets of the 2030 Agenda to the definition, evidence and responsible decision in one public account; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-01] [REF-14]

For decisions about early childhood development and pre-primary participation, for early childhood development and pre-primary participation, an apparent country difference may arise from different ages, stages, questions or inclusion rules; an apparent trend may arise from a revised source. Within the scope of early childhood development and pre-primary participation, the institution should test sensitivity to plausible alternatives, publish the material uncertainty and break a series when continuity is not defensible. For early childhood development and pre-primary participation, comparability is a reasoned conclusion supported by metadata, not a property conferred by using the same indicator label. Quality assessment of development and programme participation should consider coverage, completeness, sampling and non-sampling error, classification consistency, timeliness, revision and comparability. Early childhood development and pre-primary participation in Part III — Education dimensions that a universal frame may require clarifies baseline preparation for the education targets of the 2030 Agenda to the observed condition to an authority capable of remedy; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-06] [REF-07] [REF-14]

Responsibility completes early childhood development and pre-primary participation. Within the scope of early childhood development and pre-primary participation, a material gap in the early-childhood evidence should be assigned to the body able to improve a register, survey, assessment, classification, release or service response. For early childhood development and pre-primary participation, the action should have authority, recurrent resources, a date and a later test of whether development and programme participation became more complete or more useful. In examining early childhood development and pre-primary participation, where no immediate collection is justified, the decision and reason should be public. Within evidence on early childhood development and pre-primary participation, readiness reporting should conclude with an owned next step and correction route rather than a static traffic-light judgement or an unexplained assertion of capacity. Early childhood development and pre-primary participation in Part III — Education dimensions that a universal frame may require links baseline preparation for the education targets of the 2030 Agenda to population coverage and educational substance before comparison; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-01] [REF-06] [REF-07] [REF-14]

17

Youth and adult literacy, numeracy and skills

Youth and adult literacy, numeracy and skills defines the readiness question for the skills distribution. For youth and adult literacy, numeracy and skills, the population or responsible units are youth and adults across age, education and work status, and the direct evidence concerns skill level and participation. In examining youth and adult literacy, numeracy and skills, a defensible readiness statement begins with the claim that the measure is expected to support, then identifies the observation unit and the limits of the inference. Within evidence on youth and adult literacy, numeracy and skills, this order matters under the adopted framework: institutions should align evidence with the agreed education targets while preserving the distinction between a target concept and a formally selected indicator. For reporting on youth and adult literacy, numeracy and skills, the public description should remain intelligible to affected communities as well as statistical specialists.[REF-01] [REF-05] [REF-06] [REF-10]

The main failure risk in youth and adult literacy, numeracy and skills is that self-reported literacy or qualification attainment is substituted for demonstrated skill. In examining youth and adult literacy, numeracy and skills, such a failure changes the substance of the result, not merely its presentation. Within evidence on youth and adult literacy, numeracy and skills, it can make a system appear ready because an aggregate exists while the entitled population, learning dimension or disadvantaged groups remain outside observation. For reporting on youth and adult literacy, numeracy and skills, the authority should list plausible routes into and out of the skills distribution, identify which omissions are concentrated rather than random, and avoid interpreting an unobserved population as a zero or as evidence of equal treatment. Youth and adult literacy, numeracy and skills in Part III — Education dimensions that a universal frame may require connects baseline preparation for the education targets of the 2030 Agenda to distributional evidence beside the national or institutional aggregate; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-01] [REF-05]

Within evidence on youth and adult literacy, numeracy and skills, a full specification should name the numerator, denominator, reference date or interval, education stage, source coverage, classification version and treatment of missing evidence. For reporting on youth and adult literacy, numeracy and skills, it should also state the national institution authorised to approve, release and revise the value. In interpreting youth and adult literacy, numeracy and skills, if a global concept requires a national correspondence, both should be retained so users can see how the reported measure relates to domestic programmes, rights and decision authority. The minimum requirement for youth and adult literacy, numeracy and skills is to distinguish assessed skill, self-report, attainment and participation and state the intended use. Youth and adult literacy, numeracy and skills in Part III — Education dimensions that a universal frame may require relates baseline preparation for the education targets of the 2030 Agenda to the stated objective to a reviewable allocation of responsibility; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-05] [REF-06]

In interpreting youth and adult literacy, numeracy and skills, for youth and adult literacy, numeracy and skills, no source should be preferred merely because it already yields a national number. For decisions about youth and adult literacy, numeracy and skills, coverage, timing, question or event definition and the principal error must accompany the result. Source fitness for the skills distribution depends on who and what can be observed. For reporting on youth and adult literacy, numeracy and skills, administrative systems can provide detailed, frequent evidence on registered institutions and learners; household sources can include people outside formal provision and relate education to living conditions; assessments can describe achievement for a stated target population; and population sources can strengthen denominators. Youth and adult literacy, numeracy and skills in Part III — Education dimensions that a universal frame may require tests baseline preparation for the education targets of the 2030 Agenda to measurement choices to their consequences for learners least well served; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-06] [REF-10]

Equity is a readiness test within youth and adult literacy, numeracy and skills, not a later optional refinement. In interpreting youth and adult literacy, numeracy and skills, the relevant disaggregation may include sex, household resources, location, disability, language or population status, selected according to rights, known barriers and decision use. For decisions about youth and adult literacy, numeracy and skills, each group level and population share should remain visible beside any gap or ratio. Within the scope of youth and adult literacy, numeracy and skills, intersections need sufficient precision and safe disclosure. For youth and adult literacy, numeracy and skills, when the evidence cannot support a released estimate for youth and adults across age, education and work status, the missing population and the action needed to observe it should still appear in the readiness statement. Youth and adult literacy, numeracy and skills in Part III — Education dimensions that a universal frame may require places baseline preparation for the education targets of the 2030 Agenda to the evidential finding to the resources and action needed for implementation; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-01] [REF-10]

Quality assessment of skill level and participation should consider coverage, completeness, sampling and non-sampling error, classification consistency, timeliness, revision and comparability. For decisions about youth and adult literacy, numeracy and skills, for youth and adult literacy, numeracy and skills, an apparent country difference may arise from different ages, stages, questions or inclusion rules; an apparent trend may arise from a revised source. Within the scope of youth and adult literacy, numeracy and skills, the institution should test sensitivity to plausible alternatives, publish the material uncertainty and break a series when continuity is not defensible. For youth and adult literacy, numeracy and skills, comparability is a reasoned conclusion supported by metadata, not a property conferred by using the same indicator label. Youth and adult literacy, numeracy and skills in Part III — Education dimensions that a universal frame may require examines baseline preparation for the education targets of the 2030 Agenda to the definition, evidence and responsible decision in one public account; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-05] [REF-06] [REF-10]

For youth and adult literacy, numeracy and skills, the action should have authority, recurrent resources, a date and a later test of whether skill level and participation became more complete or more useful. In examining youth and adult literacy, numeracy and skills, where no immediate collection is justified, the decision and reason should be public. Within evidence on youth and adult literacy, numeracy and skills, readiness reporting should conclude with an owned next step and correction route rather than a static traffic-light judgement or an unexplained assertion of capacity. Responsibility completes youth and adult literacy, numeracy and skills. Within the scope of youth and adult literacy, numeracy and skills, a material gap in the skills distribution should be assigned to the body able to improve a register, survey, assessment, classification, release or service response. Youth and adult literacy, numeracy and skills in Part III — Education dimensions that a universal frame may require sets baseline preparation for the education targets of the 2030 Agenda to the observed condition to an authority capable of remedy; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-01] [REF-05] [REF-06] [REF-10]

18

Teachers, finance and learning conditions

Teachers, finance and learning conditions defines the readiness question for the service-condition distribution. For teachers, finance and learning conditions, the population or responsible units are learners and institutions receiving different staffing and resources, and the direct evidence concerns teacher exposure and resource incidence. In examining teachers, finance and learning conditions, a defensible readiness statement begins with the claim that the measure is expected to support, then identifies the observation unit and the limits of the inference. Within evidence on teachers, finance and learning conditions, this order matters under the adopted framework: institutions should align evidence with the agreed education targets while preserving the distinction between a target concept and a formally selected indicator. For reporting on teachers, finance and learning conditions, the public description should remain intelligible to affected communities as well as statistical specialists.[REF-06] [REF-08] [REF-15] [REF-21]

For reporting on teachers, finance and learning conditions, the authority should list plausible routes into and out of the service-condition distribution, identify which omissions are concentrated rather than random, and avoid interpreting an unobserved population as a zero or as evidence of equal treatment. The main failure risk in teachers, finance and learning conditions is that national pupil-teacher or spending averages conceal unequal qualified staff, time, facilities and support. In examining teachers, finance and learning conditions, such a failure changes the substance of the result, not merely its presentation. Within evidence on teachers, finance and learning conditions, it can make a system appear ready because an aggregate exists while the entitled population, learning dimension or disadvantaged groups remain outside observation. Teachers, finance and learning conditions in Part III — Education dimensions that a universal frame may require anchors baseline preparation for the education targets of the 2030 Agenda to the entitlement at issue alongside the limits of the available evidence; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-06] [REF-08]

The minimum requirement for teachers, finance and learning conditions is to report learner exposure and resources received against need and cost. Within evidence on teachers, finance and learning conditions, a full specification should name the numerator, denominator, reference date or interval, education stage, source coverage, classification version and treatment of missing evidence. For reporting on teachers, finance and learning conditions, it should also state the national institution authorised to approve, release and revise the value. In interpreting teachers, finance and learning conditions, if a global concept requires a national correspondence, both should be retained so users can see how the reported measure relates to domestic programmes, rights and decision authority. Teachers, finance and learning conditions in Part III — Education dimensions that a universal frame may require frames baseline preparation for the education targets of the 2030 Agenda to distributional evidence beside the national or institutional aggregate; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-08] [REF-15]

For reporting on teachers, finance and learning conditions, administrative systems can provide detailed, frequent evidence on registered institutions and learners; household sources can include people outside formal provision and relate education to living conditions; assessments can describe achievement for a stated target population; and population sources can strengthen denominators. In interpreting teachers, finance and learning conditions, for teachers, finance and learning conditions, no source should be preferred merely because it already yields a national number. For decisions about teachers, finance and learning conditions, coverage, timing, question or event definition and the principal error must accompany the result. Source fitness for the service-condition distribution depends on who and what can be observed. Teachers, finance and learning conditions in Part III — Education dimensions that a universal frame may require clarifies baseline preparation for the education targets of the 2030 Agenda to the stated objective to a reviewable allocation of responsibility; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-15] [REF-21]

For decisions about teachers, finance and learning conditions, each group level and population share should remain visible beside any gap or ratio. Within the scope of teachers, finance and learning conditions, intersections need sufficient precision and safe disclosure. For teachers, finance and learning conditions, when the evidence cannot support a released estimate for learners and institutions receiving different staffing and resources, the missing population and the action needed to observe it should still appear in the readiness statement. Equity is a readiness test within teachers, finance and learning conditions, not a later optional refinement. In interpreting teachers, finance and learning conditions, the relevant disaggregation may include sex, household resources, location, disability, language or population status, selected according to rights, known barriers and decision use. Teachers, finance and learning conditions in Part III — Education dimensions that a universal frame may require links baseline preparation for the education targets of the 2030 Agenda to measurement choices to their consequences for learners least well served; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-06] [REF-21]

For teachers, finance and learning conditions, comparability is a reasoned conclusion supported by metadata, not a property conferred by using the same indicator label. Quality assessment of teacher exposure and resource incidence should consider coverage, completeness, sampling and non-sampling error, classification consistency, timeliness, revision and comparability. For decisions about teachers, finance and learning conditions, for teachers, finance and learning conditions, an apparent country difference may arise from different ages, stages, questions or inclusion rules; an apparent trend may arise from a revised source. Within the scope of teachers, finance and learning conditions, the institution should test sensitivity to plausible alternatives, publish the material uncertainty and break a series when continuity is not defensible. Teachers, finance and learning conditions in Part III — Education dimensions that a universal frame may require brings baseline preparation for the education targets of the 2030 Agenda to the evidential finding to the resources and action needed for implementation; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-08] [REF-15] [REF-21]

Within evidence on teachers, finance and learning conditions, readiness reporting should conclude with an owned next step and correction route rather than a static traffic-light judgement or an unexplained assertion of capacity. Responsibility completes teachers, finance and learning conditions. Within the scope of teachers, finance and learning conditions, a material gap in the service-condition distribution should be assigned to the body able to improve a register, survey, assessment, classification, release or service response. For teachers, finance and learning conditions, the action should have authority, recurrent resources, a date and a later test of whether teacher exposure and resource incidence became more complete or more useful. In examining teachers, finance and learning conditions, where no immediate collection is justified, the decision and reason should be public. Teachers, finance and learning conditions in Part III — Education dimensions that a universal frame may require connects baseline preparation for the education targets of the 2030 Agenda to the definition, evidence and responsible decision in one public account; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-06] [REF-08] [REF-15] [REF-21]

Part IV

Sources and national data architecture

19

Administrative education records

Administrative education records defines the readiness question for the administrative coverage. For administrative education records, the population or responsible units are recognised institutions, staff and registered learners, and the direct evidence concerns service and learner records. In examining administrative education records, a defensible readiness statement begins with the claim that the measure is expected to support, then identifies the observation unit and the limits of the inference. Within evidence on administrative education records, this order matters under the adopted framework: institutions should align evidence with the agreed education targets while preserving the distinction between a target concept and a formally selected indicator. For reporting on administrative education records, the public description should remain intelligible to affected communities as well as statistical specialists.[REF-03] [REF-04] [REF-06] [REF-16]

Administrative education records in Part IV — Sources and national data architecture places baseline preparation for the education targets of the 2030 Agenda to the entitlement at issue alongside the limits of the available evidence; the governing question is whether the initial measure is conceptually and distributionally fit. For reporting on administrative education records, the authority should list plausible routes into and out of the administrative coverage, identify which omissions are concentrated rather than random, and avoid interpreting an unobserved population as a zero or as evidence of equal treatment. The main failure risk in administrative education records is that never-enrolled learners, non-recognised providers and weakly reported events are absent. In examining administrative education records, such a failure changes the substance of the result, not merely its presentation. Within evidence on administrative education records, it can make a system appear ready because an aggregate exists while the entitled population, learning dimension or disadvantaged groups remain outside observation.[REF-03] [REF-04]

Administrative education records in Part IV — Sources and national data architecture examines baseline preparation for the education targets of the 2030 Agenda to distributional evidence beside the national or institutional aggregate; the governing question is whether the initial measure is conceptually and distributionally fit. The minimum requirement for administrative education records is to publish institutional coverage, reporting completeness, update rules and reconciliation checks. Within evidence on administrative education records, a full specification should name the numerator, denominator, reference date or interval, education stage, source coverage, classification version and treatment of missing evidence. For reporting on administrative education records, it should also state the national institution authorised to approve, release and revise the value. In interpreting administrative education records, if a global concept requires a national correspondence, both should be retained so users can see how the reported measure relates to domestic programmes, rights and decision authority.[REF-04] [REF-06]

Administrative education records in Part IV — Sources and national data architecture sets baseline preparation for the education targets of the 2030 Agenda to the stated objective to a reviewable allocation of responsibility; the governing question is whether the initial measure is conceptually and distributionally fit. For reporting on administrative education records, administrative systems can provide detailed, frequent evidence on registered institutions and learners; household sources can include people outside formal provision and relate education to living conditions; assessments can describe achievement for a stated target population; and population sources can strengthen denominators. In interpreting administrative education records, for administrative education records, no source should be preferred merely because it already yields a national number. For decisions about administrative education records, coverage, timing, question or event definition and the principal error must accompany the result. Source fitness for the administrative coverage depends on who and what can be observed.[REF-06] [REF-16]

Administrative education records in Part IV — Sources and national data architecture locates baseline preparation for the education targets of the 2030 Agenda to measurement choices to their consequences for learners least well served; the governing question is whether the initial measure is conceptually and distributionally fit. Equity is a readiness test within administrative education records, not a later optional refinement. In interpreting administrative education records, the relevant disaggregation may include sex, household resources, location, disability, language or population status, selected according to rights, known barriers and decision use. For decisions about administrative education records, each group level and population share should remain visible beside any gap or ratio. Within the scope of administrative education records, intersections need sufficient precision and safe disclosure. For administrative education records, when the evidence cannot support a released estimate for recognised institutions, staff and registered learners, the missing population and the action needed to observe it should still appear in the readiness statement.[REF-03] [REF-16]

Administrative education records in Part IV — Sources and national data architecture anchors baseline preparation for the education targets of the 2030 Agenda to the evidential finding to the resources and action needed for implementation; the governing question is whether the initial measure is conceptually and distributionally fit. For administrative education records, comparability is a reasoned conclusion supported by metadata, not a property conferred by using the same indicator label. Quality assessment of service and learner records should consider coverage, completeness, sampling and non-sampling error, classification consistency, timeliness, revision and comparability. For decisions about administrative education records, for administrative education records, an apparent country difference may arise from different ages, stages, questions or inclusion rules; an apparent trend may arise from a revised source. Within the scope of administrative education records, the institution should test sensitivity to plausible alternatives, publish the material uncertainty and break a series when continuity is not defensible.[REF-04] [REF-06] [REF-16]

Administrative education records in Part IV — Sources and national data architecture frames baseline preparation for the education targets of the 2030 Agenda to the definition, evidence and responsible decision in one public account; the governing question is whether the initial measure is conceptually and distributionally fit. For administrative education records, the action should have authority, recurrent resources, a date and a later test of whether service and learner records became more complete or more useful. In examining administrative education records, where no immediate collection is justified, the decision and reason should be public. Within evidence on administrative education records, readiness reporting should conclude with an owned next step and correction route rather than a static traffic-light judgement or an unexplained assertion of capacity. Responsibility completes administrative education records. Within the scope of administrative education records, a material gap in the administrative coverage should be assigned to the body able to improve a register, survey, assessment, classification, release or service response.[REF-03] [REF-04] [REF-06] [REF-16]

20

Household surveys

Household surveys defines the readiness question for the household-survey coverage. For household surveys, the population or responsible units are persons living in sampled households, and the direct evidence concerns participation, attainment and circumstances. In examining household surveys, a defensible readiness statement begins with the claim that the measure is expected to support, then identifies the observation unit and the limits of the inference. Within evidence on household surveys, this order matters under the adopted framework: institutions should align evidence with the agreed education targets while preserving the distinction between a target concept and a formally selected indicator. For reporting on household surveys, the public description should remain intelligible to affected communities as well as statistical specialists.[REF-07] [REF-11] [REF-12] [REF-23]

Household surveys in Part IV — Sources and national data architecture links baseline preparation for the education targets of the 2030 Agenda to population coverage and educational substance before comparison; the governing question is whether the initial measure is conceptually and distributionally fit. Within evidence on household surveys, it can make a system appear ready because an aggregate exists while the entitled population, learning dimension or disadvantaged groups remain outside observation. For reporting on household surveys, the authority should list plausible routes into and out of the household-survey coverage, identify which omissions are concentrated rather than random, and avoid interpreting an unobserved population as a zero or as evidence of equal treatment. The main failure risk in household surveys is that sample error, proxy response, non-response and exclusion of non-household populations distort group results. In examining household surveys, such a failure changes the substance of the result, not merely its presentation.[REF-07] [REF-11]

Household surveys in Part IV — Sources and national data architecture brings baseline preparation for the education targets of the 2030 Agenda to the entitlement at issue alongside the limits of the available evidence; the governing question is whether the initial measure is conceptually and distributionally fit. In interpreting household surveys, if a global concept requires a national correspondence, both should be retained so users can see how the reported measure relates to domestic programmes, rights and decision authority. The minimum requirement for household surveys is to document frame, selection, response, weights, questions and confidence intervals. Within evidence on household surveys, a full specification should name the numerator, denominator, reference date or interval, education stage, source coverage, classification version and treatment of missing evidence. For reporting on household surveys, it should also state the national institution authorised to approve, release and revise the value.[REF-11] [REF-12]

Household surveys in Part IV — Sources and national data architecture connects baseline preparation for the education targets of the 2030 Agenda to distributional evidence beside the national or institutional aggregate; the governing question is whether the initial measure is conceptually and distributionally fit. Source fitness for the household-survey coverage depends on who and what can be observed. For reporting on household surveys, administrative systems can provide detailed, frequent evidence on registered institutions and learners; household sources can include people outside formal provision and relate education to living conditions; assessments can describe achievement for a stated target population; and population sources can strengthen denominators. In interpreting household surveys, for household surveys, no source should be preferred merely because it already yields a national number. For decisions about household surveys, coverage, timing, question or event definition and the principal error must accompany the result.[REF-12] [REF-23]

Household surveys in Part IV — Sources and national data architecture relates baseline preparation for the education targets of the 2030 Agenda to the stated objective to a reviewable allocation of responsibility; the governing question is whether the initial measure is conceptually and distributionally fit. For decisions about household surveys, each group level and population share should remain visible beside any gap or ratio. Within the scope of household surveys, intersections need sufficient precision and safe disclosure. For household surveys, when the evidence cannot support a released estimate for persons living in sampled households, the missing population and the action needed to observe it should still appear in the readiness statement. Equity is a readiness test within household surveys, not a later optional refinement. In interpreting household surveys, the relevant disaggregation may include sex, household resources, location, disability, language or population status, selected according to rights, known barriers and decision use.[REF-07] [REF-23]

Household surveys in Part IV — Sources and national data architecture tests baseline preparation for the education targets of the 2030 Agenda to measurement choices to their consequences for learners least well served; the governing question is whether the initial measure is conceptually and distributionally fit. Within the scope of household surveys, the institution should test sensitivity to plausible alternatives, publish the material uncertainty and break a series when continuity is not defensible. For household surveys, comparability is a reasoned conclusion supported by metadata, not a property conferred by using the same indicator label. Quality assessment of participation, attainment and circumstances should consider coverage, completeness, sampling and non-sampling error, classification consistency, timeliness, revision and comparability. For decisions about household surveys, for household surveys, an apparent country difference may arise from different ages, stages, questions or inclusion rules; an apparent trend may arise from a revised source.[REF-11] [REF-12] [REF-23]

Household surveys in Part IV — Sources and national data architecture places baseline preparation for the education targets of the 2030 Agenda to the evidential finding to the resources and action needed for implementation; the governing question is whether the initial measure is conceptually and distributionally fit. Within evidence on household surveys, readiness reporting should conclude with an owned next step and correction route rather than a static traffic-light judgement or an unexplained assertion of capacity. Responsibility completes household surveys. Within the scope of household surveys, a material gap in the household-survey coverage should be assigned to the body able to improve a register, survey, assessment, classification, release or service response. For household surveys, the action should have authority, recurrent resources, a date and a later test of whether participation, attainment and circumstances became more complete or more useful. In examining household surveys, where no immediate collection is justified, the decision and reason should be public.[REF-07] [REF-11] [REF-12] [REF-23]

21

Learning assessments

Learning assessments defines the readiness question for the assessment coverage. For learning assessments, the population or responsible units are eligible learners reached under stated assessment conditions, and the direct evidence concerns achievement distribution. In examining learning assessments, a defensible readiness statement begins with the claim that the measure is expected to support, then identifies the observation unit and the limits of the inference. Within evidence on learning assessments, this order matters under the adopted framework: institutions should align evidence with the agreed education targets while preserving the distinction between a target concept and a formally selected indicator. For reporting on learning assessments, the public description should remain intelligible to affected communities as well as statistical specialists.[REF-06] [REF-08] [REF-13] [REF-16]

Learning assessments in Part IV — Sources and national data architecture sets baseline preparation for the education targets of the 2030 Agenda to the observed condition to an authority capable of remedy; the governing question is whether the initial measure is conceptually and distributionally fit. In examining learning assessments, such a failure changes the substance of the result, not merely its presentation. Within evidence on learning assessments, it can make a system appear ready because an aggregate exists while the entitled population, learning dimension or disadvantaged groups remain outside observation. For reporting on learning assessments, the authority should list plausible routes into and out of the assessment coverage, identify which omissions are concentrated rather than random, and avoid interpreting an unobserved population as a zero or as evidence of equal treatment. The main failure risk in learning assessments is that absence, language, disability accommodation and school exclusion remove learners most at risk.[REF-06] [REF-08]

Learning assessments in Part IV — Sources and national data architecture locates baseline preparation for the education targets of the 2030 Agenda to population coverage and educational substance before comparison; the governing question is whether the initial measure is conceptually and distributionally fit. For reporting on learning assessments, it should also state the national institution authorised to approve, release and revise the value. In interpreting learning assessments, if a global concept requires a national correspondence, both should be retained so users can see how the reported measure relates to domestic programmes, rights and decision authority. The minimum requirement for learning assessments is to report target population, exclusions, participation and accommodations beside results. Within evidence on learning assessments, a full specification should name the numerator, denominator, reference date or interval, education stage, source coverage, classification version and treatment of missing evidence.[REF-08] [REF-13]

Learning assessments in Part IV — Sources and national data architecture anchors baseline preparation for the education targets of the 2030 Agenda to the entitlement at issue alongside the limits of the available evidence; the governing question is whether the initial measure is conceptually and distributionally fit. For decisions about learning assessments, coverage, timing, question or event definition and the principal error must accompany the result. Source fitness for the assessment coverage depends on who and what can be observed. For reporting on learning assessments, administrative systems can provide detailed, frequent evidence on registered institutions and learners; household sources can include people outside formal provision and relate education to living conditions; assessments can describe achievement for a stated target population; and population sources can strengthen denominators. In interpreting learning assessments, for learning assessments, no source should be preferred merely because it already yields a national number.[REF-13] [REF-16]

Learning assessments in Part IV — Sources and national data architecture frames baseline preparation for the education targets of the 2030 Agenda to distributional evidence beside the national or institutional aggregate; the governing question is whether the initial measure is conceptually and distributionally fit. For learning assessments, when the evidence cannot support a released estimate for eligible learners reached under stated assessment conditions, the missing population and the action needed to observe it should still appear in the readiness statement. Equity is a readiness test within learning assessments, not a later optional refinement. In interpreting learning assessments, the relevant disaggregation may include sex, household resources, location, disability, language or population status, selected according to rights, known barriers and decision use. For decisions about learning assessments, each group level and population share should remain visible beside any gap or ratio. Within the scope of learning assessments, intersections need sufficient precision and safe disclosure.[REF-06] [REF-16]

Learning assessments in Part IV — Sources and national data architecture clarifies baseline preparation for the education targets of the 2030 Agenda to the stated objective to a reviewable allocation of responsibility; the governing question is whether the initial measure is conceptually and distributionally fit. For decisions about learning assessments, for learning assessments, an apparent country difference may arise from different ages, stages, questions or inclusion rules; an apparent trend may arise from a revised source. Within the scope of learning assessments, the institution should test sensitivity to plausible alternatives, publish the material uncertainty and break a series when continuity is not defensible. For learning assessments, comparability is a reasoned conclusion supported by metadata, not a property conferred by using the same indicator label. Quality assessment of achievement distribution should consider coverage, completeness, sampling and non-sampling error, classification consistency, timeliness, revision and comparability.[REF-08] [REF-13] [REF-16]

Learning assessments in Part IV — Sources and national data architecture links baseline preparation for the education targets of the 2030 Agenda to measurement choices to their consequences for learners least well served; the governing question is whether the initial measure is conceptually and distributionally fit. Within the scope of learning assessments, a material gap in the assessment coverage should be assigned to the body able to improve a register, survey, assessment, classification, release or service response. For learning assessments, the action should have authority, recurrent resources, a date and a later test of whether achievement distribution became more complete or more useful. In examining learning assessments, where no immediate collection is justified, the decision and reason should be public. Within evidence on learning assessments, readiness reporting should conclude with an owned next step and correction route rather than a static traffic-light judgement or an unexplained assertion of capacity. Responsibility completes learning assessments.[REF-06] [REF-08] [REF-13] [REF-16]

22

Population censuses and civil registration

Population censuses and civil registration defines the readiness question for the population denominator. For population censuses and civil registration, the population or responsible units are residents within stated age, residence and event rules, and the direct evidence concerns eligible population and cohort size. In examining population censuses and civil registration, a defensible readiness statement begins with the claim that the measure is expected to support, then identifies the observation unit and the limits of the inference. Within evidence on population censuses and civil registration, this order matters under the adopted framework: institutions should align evidence with the agreed education targets while preserving the distinction between a target concept and a formally selected indicator. For reporting on population censuses and civil registration, the public description should remain intelligible to affected communities as well as statistical specialists.[REF-04] [REF-07] [REF-11] [REF-23]

The main failure risk in population censuses and civil registration is that undercount, outdated projections and missing birth or death events distort rates. In examining population censuses and civil registration, such a failure changes the substance of the result, not merely its presentation. Within evidence on population censuses and civil registration, it can make a system appear ready because an aggregate exists while the entitled population, learning dimension or disadvantaged groups remain outside observation. For reporting on population censuses and civil registration, the authority should list plausible routes into and out of the population denominator, identify which omissions are concentrated rather than random, and avoid interpreting an unobserved population as a zero or as evidence of equal treatment. Population censuses and civil registration in Part IV — Sources and national data architecture connects baseline preparation for the education targets of the 2030 Agenda to the definition, evidence and responsible decision in one public account; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-04] [REF-07]

Within evidence on population censuses and civil registration, a full specification should name the numerator, denominator, reference date or interval, education stage, source coverage, classification version and treatment of missing evidence. For reporting on population censuses and civil registration, it should also state the national institution authorised to approve, release and revise the value. In interpreting population censuses and civil registration, if a global concept requires a national correspondence, both should be retained so users can see how the reported measure relates to domestic programmes, rights and decision authority. The minimum requirement for population censuses and civil registration is to state reference date, residence rule, undercount evidence, adjustments and revision. Population censuses and civil registration in Part IV — Sources and national data architecture relates baseline preparation for the education targets of the 2030 Agenda to the observed condition to an authority capable of remedy; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-07] [REF-11]

In interpreting population censuses and civil registration, for population censuses and civil registration, no source should be preferred merely because it already yields a national number. For decisions about population censuses and civil registration, coverage, timing, question or event definition and the principal error must accompany the result. Source fitness for the population denominator depends on who and what can be observed. For reporting on population censuses and civil registration, administrative systems can provide detailed, frequent evidence on registered institutions and learners; household sources can include people outside formal provision and relate education to living conditions; assessments can describe achievement for a stated target population; and population sources can strengthen denominators. Population censuses and civil registration in Part IV — Sources and national data architecture tests baseline preparation for the education targets of the 2030 Agenda to population coverage and educational substance before comparison; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-11] [REF-23]

In interpreting population censuses and civil registration, the relevant disaggregation may include sex, household resources, location, disability, language or population status, selected according to rights, known barriers and decision use. For decisions about population censuses and civil registration, each group level and population share should remain visible beside any gap or ratio. Within the scope of population censuses and civil registration, intersections need sufficient precision and safe disclosure. For population censuses and civil registration, when the evidence cannot support a released estimate for residents within stated age, residence and event rules, the missing population and the action needed to observe it should still appear in the readiness statement. Equity is a readiness test within population censuses and civil registration, not a later optional refinement. Population censuses and civil registration in Part IV — Sources and national data architecture places baseline preparation for the education targets of the 2030 Agenda to the entitlement at issue alongside the limits of the available evidence; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-04] [REF-23]

Quality assessment of eligible population and cohort size should consider coverage, completeness, sampling and non-sampling error, classification consistency, timeliness, revision and comparability. For decisions about population censuses and civil registration, for population censuses and civil registration, an apparent country difference may arise from different ages, stages, questions or inclusion rules; an apparent trend may arise from a revised source. Within the scope of population censuses and civil registration, the institution should test sensitivity to plausible alternatives, publish the material uncertainty and break a series when continuity is not defensible. For population censuses and civil registration, comparability is a reasoned conclusion supported by metadata, not a property conferred by using the same indicator label. Population censuses and civil registration in Part IV — Sources and national data architecture examines baseline preparation for the education targets of the 2030 Agenda to distributional evidence beside the national or institutional aggregate; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-07] [REF-11] [REF-23]

In examining population censuses and civil registration, where no immediate collection is justified, the decision and reason should be public. Within evidence on population censuses and civil registration, readiness reporting should conclude with an owned next step and correction route rather than a static traffic-light judgement or an unexplained assertion of capacity. Responsibility completes population censuses and civil registration. Within the scope of population censuses and civil registration, a material gap in the population denominator should be assigned to the body able to improve a register, survey, assessment, classification, release or service response. For population censuses and civil registration, the action should have authority, recurrent resources, a date and a later test of whether eligible population and cohort size became more complete or more useful. Population censuses and civil registration in Part IV — Sources and national data architecture sets baseline preparation for the education targets of the 2030 Agenda to the stated objective to a reviewable allocation of responsibility; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-04] [REF-07] [REF-11] [REF-23]

23

Finance, teacher and institutional systems

Finance, teacher and institutional systems defines the readiness question for the resource evidence. For finance, teacher and institutional systems, the population or responsible units are public bodies, institutions, personnel and learners receiving services, and the direct evidence concerns expenditure and staffing distribution. In examining finance, teacher and institutional systems, a defensible readiness statement begins with the claim that the measure is expected to support, then identifies the observation unit and the limits of the inference. Within evidence on finance, teacher and institutional systems, this order matters under the adopted framework: institutions should align evidence with the agreed education targets while preserving the distinction between a target concept and a formally selected indicator. For reporting on finance, teacher and institutional systems, the public description should remain intelligible to affected communities as well as statistical specialists.[REF-03] [REF-08] [REF-15] [REF-18]

For reporting on finance, teacher and institutional systems, the authority should list plausible routes into and out of the resource evidence, identify which omissions are concentrated rather than random, and avoid interpreting an unobserved population as a zero or as evidence of equal treatment. The main failure risk in finance, teacher and institutional systems is that budget allocation replaces actual receipt and positions replace staff present and qualified. In examining finance, teacher and institutional systems, such a failure changes the substance of the result, not merely its presentation. Within evidence on finance, teacher and institutional systems, it can make a system appear ready because an aggregate exists while the entitled population, learning dimension or disadvantaged groups remain outside observation. Finance, teacher and institutional systems in Part IV — Sources and national data architecture anchors baseline preparation for the education targets of the 2030 Agenda to the evidential finding to the resources and action needed for implementation; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-03] [REF-08]

The minimum requirement for finance, teacher and institutional systems is to trace funds and personnel to institutions and learner exposure with comparable classifications. Within evidence on finance, teacher and institutional systems, a full specification should name the numerator, denominator, reference date or interval, education stage, source coverage, classification version and treatment of missing evidence. For reporting on finance, teacher and institutional systems, it should also state the national institution authorised to approve, release and revise the value. In interpreting finance, teacher and institutional systems, if a global concept requires a national correspondence, both should be retained so users can see how the reported measure relates to domestic programmes, rights and decision authority. Finance, teacher and institutional systems in Part IV — Sources and national data architecture frames baseline preparation for the education targets of the 2030 Agenda to the definition, evidence and responsible decision in one public account; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-08] [REF-15]

For reporting on finance, teacher and institutional systems, administrative systems can provide detailed, frequent evidence on registered institutions and learners; household sources can include people outside formal provision and relate education to living conditions; assessments can describe achievement for a stated target population; and population sources can strengthen denominators. In interpreting finance, teacher and institutional systems, for finance, teacher and institutional systems, no source should be preferred merely because it already yields a national number. For decisions about finance, teacher and institutional systems, coverage, timing, question or event definition and the principal error must accompany the result. Source fitness for the resource evidence depends on who and what can be observed. Finance, teacher and institutional systems in Part IV — Sources and national data architecture clarifies baseline preparation for the education targets of the 2030 Agenda to the observed condition to an authority capable of remedy; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-15] [REF-18]

Within the scope of finance, teacher and institutional systems, intersections need sufficient precision and safe disclosure. For finance, teacher and institutional systems, when the evidence cannot support a released estimate for public bodies, institutions, personnel and learners receiving services, the missing population and the action needed to observe it should still appear in the readiness statement. Equity is a readiness test within finance, teacher and institutional systems, not a later optional refinement. In interpreting finance, teacher and institutional systems, the relevant disaggregation may include sex, household resources, location, disability, language or population status, selected according to rights, known barriers and decision use. For decisions about finance, teacher and institutional systems, each group level and population share should remain visible beside any gap or ratio. Finance, teacher and institutional systems in Part IV — Sources and national data architecture links baseline preparation for the education targets of the 2030 Agenda to population coverage and educational substance before comparison; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-03] [REF-18]

For finance, teacher and institutional systems, comparability is a reasoned conclusion supported by metadata, not a property conferred by using the same indicator label. Quality assessment of expenditure and staffing distribution should consider coverage, completeness, sampling and non-sampling error, classification consistency, timeliness, revision and comparability. For decisions about finance, teacher and institutional systems, for finance, teacher and institutional systems, an apparent country difference may arise from different ages, stages, questions or inclusion rules; an apparent trend may arise from a revised source. Within the scope of finance, teacher and institutional systems, the institution should test sensitivity to plausible alternatives, publish the material uncertainty and break a series when continuity is not defensible. Finance, teacher and institutional systems in Part IV — Sources and national data architecture brings baseline preparation for the education targets of the 2030 Agenda to the entitlement at issue alongside the limits of the available evidence; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-08] [REF-15] [REF-18]

Responsibility completes finance, teacher and institutional systems. Within the scope of finance, teacher and institutional systems, a material gap in the resource evidence should be assigned to the body able to improve a register, survey, assessment, classification, release or service response. For finance, teacher and institutional systems, the action should have authority, recurrent resources, a date and a later test of whether expenditure and staffing distribution became more complete or more useful. In examining finance, teacher and institutional systems, where no immediate collection is justified, the decision and reason should be public. Within evidence on finance, teacher and institutional systems, readiness reporting should conclude with an owned next step and correction route rather than a static traffic-light judgement or an unexplained assertion of capacity. Finance, teacher and institutional systems in Part IV — Sources and national data architecture connects baseline preparation for the education targets of the 2030 Agenda to distributional evidence beside the national or institutional aggregate; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-03] [REF-08] [REF-15] [REF-18]

24

Identifiers, linkage and source reconciliation

Identifiers, linkage and source reconciliation defines the readiness question for the linked evidence. For identifiers, linkage and source reconciliation, the population or responsible units are persons and institutions represented across sources, and the direct evidence concerns cross-source continuity. In examining identifiers, linkage and source reconciliation, a defensible readiness statement begins with the claim that the measure is expected to support, then identifies the observation unit and the limits of the inference. Within evidence on identifiers, linkage and source reconciliation, this order matters under the adopted framework: institutions should align evidence with the agreed education targets while preserving the distinction between a target concept and a formally selected indicator. For reporting on identifiers, linkage and source reconciliation, the public description should remain intelligible to affected communities as well as statistical specialists.[REF-03] [REF-04] [REF-16] [REF-17]

Within evidence on identifiers, linkage and source reconciliation, it can make a system appear ready because an aggregate exists while the entitled population, learning dimension or disadvantaged groups remain outside observation. For reporting on identifiers, linkage and source reconciliation, the authority should list plausible routes into and out of the linked evidence, identify which omissions are concentrated rather than random, and avoid interpreting an unobserved population as a zero or as evidence of equal treatment. The main failure risk in identifiers, linkage and source reconciliation is that similar labels are merged without aligned units or personal records are linked without necessity and protection. In examining identifiers, linkage and source reconciliation, such a failure changes the substance of the result, not merely its presentation. Identifiers, linkage and source reconciliation in Part IV — Sources and national data architecture tests baseline preparation for the education targets of the 2030 Agenda to measurement choices to their consequences for learners least well served; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-03] [REF-04]

In interpreting identifiers, linkage and source reconciliation, if a global concept requires a national correspondence, both should be retained so users can see how the reported measure relates to domestic programmes, rights and decision authority. The minimum requirement for identifiers, linkage and source reconciliation is to map definitions and use lawful minimum linkage with controlled access and quality tests. Within evidence on identifiers, linkage and source reconciliation, a full specification should name the numerator, denominator, reference date or interval, education stage, source coverage, classification version and treatment of missing evidence. For reporting on identifiers, linkage and source reconciliation, it should also state the national institution authorised to approve, release and revise the value. Identifiers, linkage and source reconciliation in Part IV — Sources and national data architecture places baseline preparation for the education targets of the 2030 Agenda to the evidential finding to the resources and action needed for implementation; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-04] [REF-16]

Source fitness for the linked evidence depends on who and what can be observed. For reporting on identifiers, linkage and source reconciliation, administrative systems can provide detailed, frequent evidence on registered institutions and learners; household sources can include people outside formal provision and relate education to living conditions; assessments can describe achievement for a stated target population; and population sources can strengthen denominators. In interpreting identifiers, linkage and source reconciliation, for identifiers, linkage and source reconciliation, no source should be preferred merely because it already yields a national number. For decisions about identifiers, linkage and source reconciliation, coverage, timing, question or event definition and the principal error must accompany the result. Identifiers, linkage and source reconciliation in Part IV — Sources and national data architecture examines baseline preparation for the education targets of the 2030 Agenda to the definition, evidence and responsible decision in one public account; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-16] [REF-17]

Equity is a readiness test within identifiers, linkage and source reconciliation, not a later optional refinement. In interpreting identifiers, linkage and source reconciliation, the relevant disaggregation may include sex, household resources, location, disability, language or population status, selected according to rights, known barriers and decision use. For decisions about identifiers, linkage and source reconciliation, each group level and population share should remain visible beside any gap or ratio. Within the scope of identifiers, linkage and source reconciliation, intersections need sufficient precision and safe disclosure. For identifiers, linkage and source reconciliation, when the evidence cannot support a released estimate for persons and institutions represented across sources, the missing population and the action needed to observe it should still appear in the readiness statement. Identifiers, linkage and source reconciliation in Part IV — Sources and national data architecture sets baseline preparation for the education targets of the 2030 Agenda to the observed condition to an authority capable of remedy; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-03] [REF-17]

Within the scope of identifiers, linkage and source reconciliation, the institution should test sensitivity to plausible alternatives, publish the material uncertainty and break a series when continuity is not defensible. For identifiers, linkage and source reconciliation, comparability is a reasoned conclusion supported by metadata, not a property conferred by using the same indicator label. Quality assessment of cross-source continuity should consider coverage, completeness, sampling and non-sampling error, classification consistency, timeliness, revision and comparability. For decisions about identifiers, linkage and source reconciliation, for identifiers, linkage and source reconciliation, an apparent country difference may arise from different ages, stages, questions or inclusion rules; an apparent trend may arise from a revised source. Identifiers, linkage and source reconciliation in Part IV — Sources and national data architecture locates baseline preparation for the education targets of the 2030 Agenda to population coverage and educational substance before comparison; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-04] [REF-16] [REF-17]

For identifiers, linkage and source reconciliation, the action should have authority, recurrent resources, a date and a later test of whether cross-source continuity became more complete or more useful. In examining identifiers, linkage and source reconciliation, where no immediate collection is justified, the decision and reason should be public. Within evidence on identifiers, linkage and source reconciliation, readiness reporting should conclude with an owned next step and correction route rather than a static traffic-light judgement or an unexplained assertion of capacity. Responsibility completes identifiers, linkage and source reconciliation. Within the scope of identifiers, linkage and source reconciliation, a material gap in the linked evidence should be assigned to the body able to improve a register, survey, assessment, classification, release or service response. Identifiers, linkage and source reconciliation in Part IV — Sources and national data architecture anchors baseline preparation for the education targets of the 2030 Agenda to the entitlement at issue alongside the limits of the available evidence; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-03] [REF-04] [REF-16] [REF-17]

Part V

Readiness tests for statistical fitness

25

Definitions and classifications

Definitions and classifications defines the readiness question for the definition readiness. For definitions and classifications, the population or responsible units are all reporters applying the measure, and the direct evidence concerns conceptual consistency. In examining definitions and classifications, a defensible readiness statement begins with the claim that the measure is expected to support, then identifies the observation unit and the limits of the inference. Within evidence on definitions and classifications, this order matters under the adopted framework: institutions should align evidence with the agreed education targets while preserving the distinction between a target concept and a formally selected indicator. For reporting on definitions and classifications, the public description should remain intelligible to affected communities as well as statistical specialists.[REF-04] [REF-06] [REF-10] [REF-16]

Definitions and classifications in Part V — Readiness tests for statistical fitness links baseline preparation for the education targets of the 2030 Agenda to measurement choices to their consequences for learners least well served; the governing question is whether the initial measure is conceptually and distributionally fit. Within evidence on definitions and classifications, it can make a system appear ready because an aggregate exists while the entitled population, learning dimension or disadvantaged groups remain outside observation. For reporting on definitions and classifications, the authority should list plausible routes into and out of the definition readiness, identify which omissions are concentrated rather than random, and avoid interpreting an unobserved population as a zero or as evidence of equal treatment. The main failure risk in definitions and classifications is that the same indicator name covers different ages, stages, events or education programmes. In examining definitions and classifications, such a failure changes the substance of the result, not merely its presentation.[REF-04] [REF-06]

Definitions and classifications in Part V — Readiness tests for statistical fitness brings baseline preparation for the education targets of the 2030 Agenda to the evidential finding to the resources and action needed for implementation; the governing question is whether the initial measure is conceptually and distributionally fit. In interpreting definitions and classifications, if a global concept requires a national correspondence, both should be retained so users can see how the reported measure relates to domestic programmes, rights and decision authority. The minimum requirement for definitions and classifications is to publish numerator, denominator, reference period, classification version and difficult cases. Within evidence on definitions and classifications, a full specification should name the numerator, denominator, reference date or interval, education stage, source coverage, classification version and treatment of missing evidence. For reporting on definitions and classifications, it should also state the national institution authorised to approve, release and revise the value.[REF-06] [REF-10]

Definitions and classifications in Part V — Readiness tests for statistical fitness connects baseline preparation for the education targets of the 2030 Agenda to the definition, evidence and responsible decision in one public account; the governing question is whether the initial measure is conceptually and distributionally fit. Source fitness for the definition readiness depends on who and what can be observed. For reporting on definitions and classifications, administrative systems can provide detailed, frequent evidence on registered institutions and learners; household sources can include people outside formal provision and relate education to living conditions; assessments can describe achievement for a stated target population; and population sources can strengthen denominators. In interpreting definitions and classifications, for definitions and classifications, no source should be preferred merely because it already yields a national number. For decisions about definitions and classifications, coverage, timing, question or event definition and the principal error must accompany the result.[REF-10] [REF-16]

Definitions and classifications in Part V — Readiness tests for statistical fitness relates baseline preparation for the education targets of the 2030 Agenda to the observed condition to an authority capable of remedy; the governing question is whether the initial measure is conceptually and distributionally fit. Within the scope of definitions and classifications, intersections need sufficient precision and safe disclosure. For definitions and classifications, when the evidence cannot support a released estimate for all reporters applying the measure, the missing population and the action needed to observe it should still appear in the readiness statement. Equity is a readiness test within definitions and classifications, not a later optional refinement. In interpreting definitions and classifications, the relevant disaggregation may include sex, household resources, location, disability, language or population status, selected according to rights, known barriers and decision use. For decisions about definitions and classifications, each group level and population share should remain visible beside any gap or ratio.[REF-04] [REF-16]

Definitions and classifications in Part V — Readiness tests for statistical fitness tests baseline preparation for the education targets of the 2030 Agenda to population coverage and educational substance before comparison; the governing question is whether the initial measure is conceptually and distributionally fit. Within the scope of definitions and classifications, the institution should test sensitivity to plausible alternatives, publish the material uncertainty and break a series when continuity is not defensible. For definitions and classifications, comparability is a reasoned conclusion supported by metadata, not a property conferred by using the same indicator label. Quality assessment of conceptual consistency should consider coverage, completeness, sampling and non-sampling error, classification consistency, timeliness, revision and comparability. For decisions about definitions and classifications, for definitions and classifications, an apparent country difference may arise from different ages, stages, questions or inclusion rules; an apparent trend may arise from a revised source.[REF-06] [REF-10] [REF-16]

Definitions and classifications in Part V — Readiness tests for statistical fitness places baseline preparation for the education targets of the 2030 Agenda to the entitlement at issue alongside the limits of the available evidence; the governing question is whether the initial measure is conceptually and distributionally fit. Responsibility completes definitions and classifications. Within the scope of definitions and classifications, a material gap in the definition readiness should be assigned to the body able to improve a register, survey, assessment, classification, release or service response. For definitions and classifications, the action should have authority, recurrent resources, a date and a later test of whether conceptual consistency became more complete or more useful. In examining definitions and classifications, where no immediate collection is justified, the decision and reason should be public. Within evidence on definitions and classifications, readiness reporting should conclude with an owned next step and correction route rather than a static traffic-light judgement or an unexplained assertion of capacity.[REF-04] [REF-06] [REF-10] [REF-16]

26

Coverage and completeness

Coverage and completeness defines the readiness question for the coverage readiness. For coverage and completeness, the population or responsible units are the entitled population and reporting units, and the direct evidence concerns observed share and omission. In examining coverage and completeness, a defensible readiness statement begins with the claim that the measure is expected to support, then identifies the observation unit and the limits of the inference. Within evidence on coverage and completeness, this order matters under the adopted framework: institutions should align evidence with the agreed education targets while preserving the distinction between a target concept and a formally selected indicator. For reporting on coverage and completeness, the public description should remain intelligible to affected communities as well as statistical specialists.[REF-03] [REF-04] [REF-07] [REF-16]

Coverage and completeness in Part V — Readiness tests for statistical fitness sets baseline preparation for the education targets of the 2030 Agenda to the stated objective to a reviewable allocation of responsibility; the governing question is whether the initial measure is conceptually and distributionally fit. In examining coverage and completeness, such a failure changes the substance of the result, not merely its presentation. Within evidence on coverage and completeness, it can make a system appear ready because an aggregate exists while the entitled population, learning dimension or disadvantaged groups remain outside observation. For reporting on coverage and completeness, the authority should list plausible routes into and out of the coverage readiness, identify which omissions are concentrated rather than random, and avoid interpreting an unobserved population as a zero or as evidence of equal treatment. The main failure risk in coverage and completeness is that national status is claimed from partial institutional or geographic reporting.[REF-03] [REF-04]

Coverage and completeness in Part V — Readiness tests for statistical fitness locates baseline preparation for the education targets of the 2030 Agenda to measurement choices to their consequences for learners least well served; the governing question is whether the initial measure is conceptually and distributionally fit. For reporting on coverage and completeness, it should also state the national institution authorised to approve, release and revise the value. In interpreting coverage and completeness, if a global concept requires a national correspondence, both should be retained so users can see how the reported measure relates to domestic programmes, rights and decision authority. The minimum requirement for coverage and completeness is to quantify unit and item completeness and describe who remains outside observation. Within evidence on coverage and completeness, a full specification should name the numerator, denominator, reference date or interval, education stage, source coverage, classification version and treatment of missing evidence.[REF-04] [REF-07]

Coverage and completeness in Part V — Readiness tests for statistical fitness anchors baseline preparation for the education targets of the 2030 Agenda to the evidential finding to the resources and action needed for implementation; the governing question is whether the initial measure is conceptually and distributionally fit. For decisions about coverage and completeness, coverage, timing, question or event definition and the principal error must accompany the result. Source fitness for the coverage readiness depends on who and what can be observed. For reporting on coverage and completeness, administrative systems can provide detailed, frequent evidence on registered institutions and learners; household sources can include people outside formal provision and relate education to living conditions; assessments can describe achievement for a stated target population; and population sources can strengthen denominators. In interpreting coverage and completeness, for coverage and completeness, no source should be preferred merely because it already yields a national number.[REF-07] [REF-16]

Coverage and completeness in Part V — Readiness tests for statistical fitness frames baseline preparation for the education targets of the 2030 Agenda to the definition, evidence and responsible decision in one public account; the governing question is whether the initial measure is conceptually and distributionally fit. Equity is a readiness test within coverage and completeness, not a later optional refinement. In interpreting coverage and completeness, the relevant disaggregation may include sex, household resources, location, disability, language or population status, selected according to rights, known barriers and decision use. For decisions about coverage and completeness, each group level and population share should remain visible beside any gap or ratio. Within the scope of coverage and completeness, intersections need sufficient precision and safe disclosure. For coverage and completeness, when the evidence cannot support a released estimate for the entitled population and reporting units, the missing population and the action needed to observe it should still appear in the readiness statement.[REF-03] [REF-16]

Coverage and completeness in Part V — Readiness tests for statistical fitness clarifies baseline preparation for the education targets of the 2030 Agenda to the observed condition to an authority capable of remedy; the governing question is whether the initial measure is conceptually and distributionally fit. For decisions about coverage and completeness, for coverage and completeness, an apparent country difference may arise from different ages, stages, questions or inclusion rules; an apparent trend may arise from a revised source. Within the scope of coverage and completeness, the institution should test sensitivity to plausible alternatives, publish the material uncertainty and break a series when continuity is not defensible. For coverage and completeness, comparability is a reasoned conclusion supported by metadata, not a property conferred by using the same indicator label. Quality assessment of observed share and omission should consider coverage, completeness, sampling and non-sampling error, classification consistency, timeliness, revision and comparability.[REF-04] [REF-07] [REF-16]

Coverage and completeness in Part V — Readiness tests for statistical fitness links baseline preparation for the education targets of the 2030 Agenda to population coverage and educational substance before comparison; the governing question is whether the initial measure is conceptually and distributionally fit. For coverage and completeness, the action should have authority, recurrent resources, a date and a later test of whether observed share and omission became more complete or more useful. In examining coverage and completeness, where no immediate collection is justified, the decision and reason should be public. Within evidence on coverage and completeness, readiness reporting should conclude with an owned next step and correction route rather than a static traffic-light judgement or an unexplained assertion of capacity. Responsibility completes coverage and completeness. Within the scope of coverage and completeness, a material gap in the coverage readiness should be assigned to the body able to improve a register, survey, assessment, classification, release or service response.[REF-03] [REF-04] [REF-07] [REF-16]

27

Frequency, timeliness and revision

Frequency, timeliness and revision defines the readiness question for the temporal readiness. For frequency, timeliness and revision, the population or responsible units are decision makers and communities needing current evidence, and the direct evidence concerns release interval and lag. In examining frequency, timeliness and revision, a defensible readiness statement begins with the claim that the measure is expected to support, then identifies the observation unit and the limits of the inference. Within evidence on frequency, timeliness and revision, this order matters under the adopted framework: institutions should align evidence with the agreed education targets while preserving the distinction between a target concept and a formally selected indicator. For reporting on frequency, timeliness and revision, the public description should remain intelligible to affected communities as well as statistical specialists.[REF-03] [REF-04] [REF-16] [REF-18]

The main failure risk in frequency, timeliness and revision is that infrequent evidence cannot guide correction while rushed releases preserve error. In examining frequency, timeliness and revision, such a failure changes the substance of the result, not merely its presentation. Within evidence on frequency, timeliness and revision, it can make a system appear ready because an aggregate exists while the entitled population, learning dimension or disadvantaged groups remain outside observation. For reporting on frequency, timeliness and revision, the authority should list plausible routes into and out of the temporal readiness, identify which omissions are concentrated rather than random, and avoid interpreting an unobserved population as a zero or as evidence of equal treatment. Frequency, timeliness and revision in Part V — Readiness tests for statistical fitness connects baseline preparation for the education targets of the 2030 Agenda to distributional evidence beside the national or institutional aggregate; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-03] [REF-04]

Within evidence on frequency, timeliness and revision, a full specification should name the numerator, denominator, reference date or interval, education stage, source coverage, classification version and treatment of missing evidence. For reporting on frequency, timeliness and revision, it should also state the national institution authorised to approve, release and revise the value. In interpreting frequency, timeliness and revision, if a global concept requires a national correspondence, both should be retained so users can see how the reported measure relates to domestic programmes, rights and decision authority. The minimum requirement for frequency, timeliness and revision is to set a justified calendar, preliminary status, revision policy and historical series. Frequency, timeliness and revision in Part V — Readiness tests for statistical fitness relates baseline preparation for the education targets of the 2030 Agenda to the stated objective to a reviewable allocation of responsibility; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-04] [REF-16]

In interpreting frequency, timeliness and revision, for frequency, timeliness and revision, no source should be preferred merely because it already yields a national number. For decisions about frequency, timeliness and revision, coverage, timing, question or event definition and the principal error must accompany the result. Source fitness for the temporal readiness depends on who and what can be observed. For reporting on frequency, timeliness and revision, administrative systems can provide detailed, frequent evidence on registered institutions and learners; household sources can include people outside formal provision and relate education to living conditions; assessments can describe achievement for a stated target population; and population sources can strengthen denominators. Frequency, timeliness and revision in Part V — Readiness tests for statistical fitness tests baseline preparation for the education targets of the 2030 Agenda to measurement choices to their consequences for learners least well served; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-16] [REF-18]

For decisions about frequency, timeliness and revision, each group level and population share should remain visible beside any gap or ratio. Within the scope of frequency, timeliness and revision, intersections need sufficient precision and safe disclosure. For frequency, timeliness and revision, when the evidence cannot support a released estimate for decision makers and communities needing current evidence, the missing population and the action needed to observe it should still appear in the readiness statement. Equity is a readiness test within frequency, timeliness and revision, not a later optional refinement. In interpreting frequency, timeliness and revision, the relevant disaggregation may include sex, household resources, location, disability, language or population status, selected according to rights, known barriers and decision use. Frequency, timeliness and revision in Part V — Readiness tests for statistical fitness places baseline preparation for the education targets of the 2030 Agenda to the evidential finding to the resources and action needed for implementation; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-03] [REF-18]

Quality assessment of release interval and lag should consider coverage, completeness, sampling and non-sampling error, classification consistency, timeliness, revision and comparability. For decisions about frequency, timeliness and revision, for frequency, timeliness and revision, an apparent country difference may arise from different ages, stages, questions or inclusion rules; an apparent trend may arise from a revised source. Within the scope of frequency, timeliness and revision, the institution should test sensitivity to plausible alternatives, publish the material uncertainty and break a series when continuity is not defensible. For frequency, timeliness and revision, comparability is a reasoned conclusion supported by metadata, not a property conferred by using the same indicator label. Frequency, timeliness and revision in Part V — Readiness tests for statistical fitness examines baseline preparation for the education targets of the 2030 Agenda to the definition, evidence and responsible decision in one public account; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-04] [REF-16] [REF-18]

Within evidence on frequency, timeliness and revision, readiness reporting should conclude with an owned next step and correction route rather than a static traffic-light judgement or an unexplained assertion of capacity. Responsibility completes frequency, timeliness and revision. Within the scope of frequency, timeliness and revision, a material gap in the temporal readiness should be assigned to the body able to improve a register, survey, assessment, classification, release or service response. For frequency, timeliness and revision, the action should have authority, recurrent resources, a date and a later test of whether release interval and lag became more complete or more useful. In examining frequency, timeliness and revision, where no immediate collection is justified, the decision and reason should be public. Frequency, timeliness and revision in Part V — Readiness tests for statistical fitness sets baseline preparation for the education targets of the 2030 Agenda to the observed condition to an authority capable of remedy; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-03] [REF-04] [REF-16] [REF-18]

28

Accuracy, uncertainty and validation

Accuracy, uncertainty and validation defines the readiness question for the quality readiness. For accuracy, uncertainty and validation, the population or responsible units are users comparing levels, gaps and trends, and the direct evidence concerns fitness and uncertainty. In examining accuracy, uncertainty and validation, a defensible readiness statement begins with the claim that the measure is expected to support, then identifies the observation unit and the limits of the inference. Within evidence on accuracy, uncertainty and validation, this order matters under the adopted framework: institutions should align evidence with the agreed education targets while preserving the distinction between a target concept and a formally selected indicator. For reporting on accuracy, uncertainty and validation, the public description should remain intelligible to affected communities as well as statistical specialists.[REF-03] [REF-04] [REF-12] [REF-16]

For reporting on accuracy, uncertainty and validation, the authority should list plausible routes into and out of the quality readiness, identify which omissions are concentrated rather than random, and avoid interpreting an unobserved population as a zero or as evidence of equal treatment. The main failure risk in accuracy, uncertainty and validation is that small apparent differences are ranked without sampling or non-sampling limitations. In examining accuracy, uncertainty and validation, such a failure changes the substance of the result, not merely its presentation. Within evidence on accuracy, uncertainty and validation, it can make a system appear ready because an aggregate exists while the entitled population, learning dimension or disadvantaged groups remain outside observation. Accuracy, uncertainty and validation in Part V — Readiness tests for statistical fitness anchors baseline preparation for the education targets of the 2030 Agenda to the entitlement at issue alongside the limits of the available evidence; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-03] [REF-04]

The minimum requirement for accuracy, uncertainty and validation is to publish intervals, response, validation checks, sensitivity and limits on interpretation. Within evidence on accuracy, uncertainty and validation, a full specification should name the numerator, denominator, reference date or interval, education stage, source coverage, classification version and treatment of missing evidence. For reporting on accuracy, uncertainty and validation, it should also state the national institution authorised to approve, release and revise the value. In interpreting accuracy, uncertainty and validation, if a global concept requires a national correspondence, both should be retained so users can see how the reported measure relates to domestic programmes, rights and decision authority. Accuracy, uncertainty and validation in Part V — Readiness tests for statistical fitness frames baseline preparation for the education targets of the 2030 Agenda to distributional evidence beside the national or institutional aggregate; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-04] [REF-12]

For reporting on accuracy, uncertainty and validation, administrative systems can provide detailed, frequent evidence on registered institutions and learners; household sources can include people outside formal provision and relate education to living conditions; assessments can describe achievement for a stated target population; and population sources can strengthen denominators. In interpreting accuracy, uncertainty and validation, for accuracy, uncertainty and validation, no source should be preferred merely because it already yields a national number. For decisions about accuracy, uncertainty and validation, coverage, timing, question or event definition and the principal error must accompany the result. Source fitness for the quality readiness depends on who and what can be observed. Accuracy, uncertainty and validation in Part V — Readiness tests for statistical fitness clarifies baseline preparation for the education targets of the 2030 Agenda to the stated objective to a reviewable allocation of responsibility; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-12] [REF-16]

For accuracy, uncertainty and validation, when the evidence cannot support a released estimate for users comparing levels, gaps and trends, the missing population and the action needed to observe it should still appear in the readiness statement. Equity is a readiness test within accuracy, uncertainty and validation, not a later optional refinement. In interpreting accuracy, uncertainty and validation, the relevant disaggregation may include sex, household resources, location, disability, language or population status, selected according to rights, known barriers and decision use. For decisions about accuracy, uncertainty and validation, each group level and population share should remain visible beside any gap or ratio. Within the scope of accuracy, uncertainty and validation, intersections need sufficient precision and safe disclosure. Accuracy, uncertainty and validation in Part V — Readiness tests for statistical fitness links baseline preparation for the education targets of the 2030 Agenda to measurement choices to their consequences for learners least well served; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-03] [REF-16]

For accuracy, uncertainty and validation, comparability is a reasoned conclusion supported by metadata, not a property conferred by using the same indicator label. Quality assessment of fitness and uncertainty should consider coverage, completeness, sampling and non-sampling error, classification consistency, timeliness, revision and comparability. For decisions about accuracy, uncertainty and validation, for accuracy, uncertainty and validation, an apparent country difference may arise from different ages, stages, questions or inclusion rules; an apparent trend may arise from a revised source. Within the scope of accuracy, uncertainty and validation, the institution should test sensitivity to plausible alternatives, publish the material uncertainty and break a series when continuity is not defensible. Accuracy, uncertainty and validation in Part V — Readiness tests for statistical fitness brings baseline preparation for the education targets of the 2030 Agenda to the evidential finding to the resources and action needed for implementation; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-04] [REF-12] [REF-16]

Within the scope of accuracy, uncertainty and validation, a material gap in the quality readiness should be assigned to the body able to improve a register, survey, assessment, classification, release or service response. For accuracy, uncertainty and validation, the action should have authority, recurrent resources, a date and a later test of whether fitness and uncertainty became more complete or more useful. In examining accuracy, uncertainty and validation, where no immediate collection is justified, the decision and reason should be public. Within evidence on accuracy, uncertainty and validation, readiness reporting should conclude with an owned next step and correction route rather than a static traffic-light judgement or an unexplained assertion of capacity. Responsibility completes accuracy, uncertainty and validation. Accuracy, uncertainty and validation in Part V — Readiness tests for statistical fitness connects baseline preparation for the education targets of the 2030 Agenda to the definition, evidence and responsible decision in one public account; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-03] [REF-04] [REF-12] [REF-16]

29

Confidentiality and responsible disclosure

Confidentiality and responsible disclosure defines the readiness question for the disclosure readiness. For confidentiality and responsible disclosure, the population or responsible units are small or sensitive population groups, and the direct evidence concerns safe public detail. In examining confidentiality and responsible disclosure, a defensible readiness statement begins with the claim that the measure is expected to support, then identifies the observation unit and the limits of the inference. Within evidence on confidentiality and responsible disclosure, this order matters under the adopted framework: institutions should align evidence with the agreed education targets while preserving the distinction between a target concept and a formally selected indicator. For reporting on confidentiality and responsible disclosure, the public description should remain intelligible to affected communities as well as statistical specialists.[REF-04] [REF-05] [REF-13] [REF-17]

Within evidence on confidentiality and responsible disclosure, it can make a system appear ready because an aggregate exists while the entitled population, learning dimension or disadvantaged groups remain outside observation. For reporting on confidentiality and responsible disclosure, the authority should list plausible routes into and out of the disclosure readiness, identify which omissions are concentrated rather than random, and avoid interpreting an unobserved population as a zero or as evidence of equal treatment. The main failure risk in confidentiality and responsible disclosure is that greater disaggregation exposes identity or fear of exposure suppresses participation. In examining confidentiality and responsible disclosure, such a failure changes the substance of the result, not merely its presentation. Confidentiality and responsible disclosure in Part V — Readiness tests for statistical fitness tests baseline preparation for the education targets of the 2030 Agenda to population coverage and educational substance before comparison; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-04] [REF-05]

In interpreting confidentiality and responsible disclosure, if a global concept requires a national correspondence, both should be retained so users can see how the reported measure relates to domestic programmes, rights and decision authority. The minimum requirement for confidentiality and responsible disclosure is to apply necessity, minimum detail, suppression, secure access and community consultation. Within evidence on confidentiality and responsible disclosure, a full specification should name the numerator, denominator, reference date or interval, education stage, source coverage, classification version and treatment of missing evidence. For reporting on confidentiality and responsible disclosure, it should also state the national institution authorised to approve, release and revise the value. Confidentiality and responsible disclosure in Part V — Readiness tests for statistical fitness places baseline preparation for the education targets of the 2030 Agenda to the entitlement at issue alongside the limits of the available evidence; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-05] [REF-13]

Source fitness for the disclosure readiness depends on who and what can be observed. For reporting on confidentiality and responsible disclosure, administrative systems can provide detailed, frequent evidence on registered institutions and learners; household sources can include people outside formal provision and relate education to living conditions; assessments can describe achievement for a stated target population; and population sources can strengthen denominators. In interpreting confidentiality and responsible disclosure, for confidentiality and responsible disclosure, no source should be preferred merely because it already yields a national number. For decisions about confidentiality and responsible disclosure, coverage, timing, question or event definition and the principal error must accompany the result. Confidentiality and responsible disclosure in Part V — Readiness tests for statistical fitness examines baseline preparation for the education targets of the 2030 Agenda to distributional evidence beside the national or institutional aggregate; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-13] [REF-17]

In interpreting confidentiality and responsible disclosure, the relevant disaggregation may include sex, household resources, location, disability, language or population status, selected according to rights, known barriers and decision use. For decisions about confidentiality and responsible disclosure, each group level and population share should remain visible beside any gap or ratio. Within the scope of confidentiality and responsible disclosure, intersections need sufficient precision and safe disclosure. For confidentiality and responsible disclosure, when the evidence cannot support a released estimate for small or sensitive population groups, the missing population and the action needed to observe it should still appear in the readiness statement. Equity is a readiness test within confidentiality and responsible disclosure, not a later optional refinement. Confidentiality and responsible disclosure in Part V — Readiness tests for statistical fitness sets baseline preparation for the education targets of the 2030 Agenda to the stated objective to a reviewable allocation of responsibility; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-04] [REF-17]

Within the scope of confidentiality and responsible disclosure, the institution should test sensitivity to plausible alternatives, publish the material uncertainty and break a series when continuity is not defensible. For confidentiality and responsible disclosure, comparability is a reasoned conclusion supported by metadata, not a property conferred by using the same indicator label. Quality assessment of safe public detail should consider coverage, completeness, sampling and non-sampling error, classification consistency, timeliness, revision and comparability. For decisions about confidentiality and responsible disclosure, for confidentiality and responsible disclosure, an apparent country difference may arise from different ages, stages, questions or inclusion rules; an apparent trend may arise from a revised source. Confidentiality and responsible disclosure in Part V — Readiness tests for statistical fitness locates baseline preparation for the education targets of the 2030 Agenda to measurement choices to their consequences for learners least well served; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-05] [REF-13] [REF-17]

In examining confidentiality and responsible disclosure, where no immediate collection is justified, the decision and reason should be public. Within evidence on confidentiality and responsible disclosure, readiness reporting should conclude with an owned next step and correction route rather than a static traffic-light judgement or an unexplained assertion of capacity. Responsibility completes confidentiality and responsible disclosure. Within the scope of confidentiality and responsible disclosure, a material gap in the disclosure readiness should be assigned to the body able to improve a register, survey, assessment, classification, release or service response. For confidentiality and responsible disclosure, the action should have authority, recurrent resources, a date and a later test of whether safe public detail became more complete or more useful. Confidentiality and responsible disclosure in Part V — Readiness tests for statistical fitness anchors baseline preparation for the education targets of the 2030 Agenda to the evidential finding to the resources and action needed for implementation; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-04] [REF-05] [REF-13] [REF-17]

30

Institutional capability and sustainable finance

Institutional capability and sustainable finance defines the readiness question for the institutional readiness. For institutional capability and sustainable finance, the population or responsible units are statistical and education bodies sharing responsibilities, and the direct evidence concerns authority, staff and recurrent resources. In examining institutional capability and sustainable finance, a defensible readiness statement begins with the claim that the measure is expected to support, then identifies the observation unit and the limits of the inference. Within evidence on institutional capability and sustainable finance, this order matters under the adopted framework: institutions should align evidence with the agreed education targets while preserving the distinction between a target concept and a formally selected indicator. For reporting on institutional capability and sustainable finance, the public description should remain intelligible to affected communities as well as statistical specialists.[REF-03] [REF-04] [REF-16] [REF-18]

In examining institutional capability and sustainable finance, such a failure changes the substance of the result, not merely its presentation. Within evidence on institutional capability and sustainable finance, it can make a system appear ready because an aggregate exists while the entitled population, learning dimension or disadvantaged groups remain outside observation. For reporting on institutional capability and sustainable finance, the authority should list plausible routes into and out of the institutional readiness, identify which omissions are concentrated rather than random, and avoid interpreting an unobserved population as a zero or as evidence of equal treatment. The main failure risk in institutional capability and sustainable finance is that a one-time external collection creates an indicator that cannot be updated or corrected. Institutional capability and sustainable finance in Part V — Readiness tests for statistical fitness clarifies baseline preparation for the education targets of the 2030 Agenda to the observed condition to an authority capable of remedy; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-03] [REF-04]

For reporting on institutional capability and sustainable finance, it should also state the national institution authorised to approve, release and revise the value. In interpreting institutional capability and sustainable finance, if a global concept requires a national correspondence, both should be retained so users can see how the reported measure relates to domestic programmes, rights and decision authority. The minimum requirement for institutional capability and sustainable finance is to assign authority, recurrent finance, skills, documentation, release and escalation. Within evidence on institutional capability and sustainable finance, a full specification should name the numerator, denominator, reference date or interval, education stage, source coverage, classification version and treatment of missing evidence. Institutional capability and sustainable finance in Part V — Readiness tests for statistical fitness links baseline preparation for the education targets of the 2030 Agenda to population coverage and educational substance before comparison; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-04] [REF-16]

For decisions about institutional capability and sustainable finance, coverage, timing, question or event definition and the principal error must accompany the result. Source fitness for the institutional readiness depends on who and what can be observed. For reporting on institutional capability and sustainable finance, administrative systems can provide detailed, frequent evidence on registered institutions and learners; household sources can include people outside formal provision and relate education to living conditions; assessments can describe achievement for a stated target population; and population sources can strengthen denominators. In interpreting institutional capability and sustainable finance, for institutional capability and sustainable finance, no source should be preferred merely because it already yields a national number. Institutional capability and sustainable finance in Part V — Readiness tests for statistical fitness brings baseline preparation for the education targets of the 2030 Agenda to the entitlement at issue alongside the limits of the available evidence; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-16] [REF-18]

Within the scope of institutional capability and sustainable finance, intersections need sufficient precision and safe disclosure. For institutional capability and sustainable finance, when the evidence cannot support a released estimate for statistical and education bodies sharing responsibilities, the missing population and the action needed to observe it should still appear in the readiness statement. Equity is a readiness test within institutional capability and sustainable finance, not a later optional refinement. In interpreting institutional capability and sustainable finance, the relevant disaggregation may include sex, household resources, location, disability, language or population status, selected according to rights, known barriers and decision use. For decisions about institutional capability and sustainable finance, each group level and population share should remain visible beside any gap or ratio. Institutional capability and sustainable finance in Part V — Readiness tests for statistical fitness connects baseline preparation for the education targets of the 2030 Agenda to distributional evidence beside the national or institutional aggregate; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-03] [REF-18]

For decisions about institutional capability and sustainable finance, for institutional capability and sustainable finance, an apparent country difference may arise from different ages, stages, questions or inclusion rules; an apparent trend may arise from a revised source. Within the scope of institutional capability and sustainable finance, the institution should test sensitivity to plausible alternatives, publish the material uncertainty and break a series when continuity is not defensible. For institutional capability and sustainable finance, comparability is a reasoned conclusion supported by metadata, not a property conferred by using the same indicator label. Quality assessment of authority, staff and recurrent resources should consider coverage, completeness, sampling and non-sampling error, classification consistency, timeliness, revision and comparability. Institutional capability and sustainable finance in Part V — Readiness tests for statistical fitness relates baseline preparation for the education targets of the 2030 Agenda to the stated objective to a reviewable allocation of responsibility; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-04] [REF-16] [REF-18]

Responsibility completes institutional capability and sustainable finance. Within the scope of institutional capability and sustainable finance, a material gap in the institutional readiness should be assigned to the body able to improve a register, survey, assessment, classification, release or service response. For institutional capability and sustainable finance, the action should have authority, recurrent resources, a date and a later test of whether authority, staff and recurrent resources became more complete or more useful. In examining institutional capability and sustainable finance, where no immediate collection is justified, the decision and reason should be public. Within evidence on institutional capability and sustainable finance, readiness reporting should conclude with an owned next step and correction route rather than a static traffic-light judgement or an unexplained assertion of capacity. Institutional capability and sustainable finance in Part V — Readiness tests for statistical fitness tests baseline preparation for the education targets of the 2030 Agenda to measurement choices to their consequences for learners least well served; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-03] [REF-04] [REF-16] [REF-18]

Part VI

A baseline readiness programme

31

A national indicator and source inventory

A national indicator and source inventory defines the readiness question for the readiness inventory. For a national indicator and source inventory, the population or responsible units are institutions holding education and population evidence, and the direct evidence concerns measure-to-source map. In examining a national indicator and source inventory, a defensible readiness statement begins with the claim that the measure is expected to support, then identifies the observation unit and the limits of the inference. Within evidence on a national indicator and source inventory, this order matters under the adopted framework: institutions should align evidence with the agreed education targets while preserving the distinction between a target concept and a formally selected indicator. For reporting on a national indicator and source inventory, the public description should remain intelligible to affected communities as well as statistical specialists.[REF-03] [REF-04] [REF-06] [REF-18]

In examining a national indicator and source inventory, such a failure changes the substance of the result, not merely its presentation. Within evidence on a national indicator and source inventory, it can make a system appear ready because an aggregate exists while the entitled population, learning dimension or disadvantaged groups remain outside observation. For reporting on a national indicator and source inventory, the authority should list plausible routes into and out of the readiness inventory, identify which omissions are concentrated rather than random, and avoid interpreting an unobserved population as a zero or as evidence of equal treatment. The main failure risk in a national indicator and source inventory is that lists of datasets omit definitions, coverage, owners and recurring cost. A national indicator and source inventory in Part VI — A baseline readiness programme sets baseline preparation for the education targets of the 2030 Agenda to the observed condition to an authority capable of remedy; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-03] [REF-04]

For reporting on a national indicator and source inventory, it should also state the national institution authorised to approve, release and revise the value. In interpreting a national indicator and source inventory, if a global concept requires a national correspondence, both should be retained so users can see how the reported measure relates to domestic programmes, rights and decision authority. The minimum requirement for a national indicator and source inventory is to record every plausible measure with source, variables, dates, quality, disaggregation, authority and finance. Within evidence on a national indicator and source inventory, a full specification should name the numerator, denominator, reference date or interval, education stage, source coverage, classification version and treatment of missing evidence. A national indicator and source inventory in Part VI — A baseline readiness programme locates baseline preparation for the education targets of the 2030 Agenda to population coverage and educational substance before comparison; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-04] [REF-06]

For decisions about a national indicator and source inventory, coverage, timing, question or event definition and the principal error must accompany the result. Source fitness for the readiness inventory depends on who and what can be observed. For reporting on a national indicator and source inventory, administrative systems can provide detailed, frequent evidence on registered institutions and learners; household sources can include people outside formal provision and relate education to living conditions; assessments can describe achievement for a stated target population; and population sources can strengthen denominators. In interpreting a national indicator and source inventory, for a national indicator and source inventory, no source should be preferred merely because it already yields a national number. A national indicator and source inventory in Part VI — A baseline readiness programme anchors baseline preparation for the education targets of the 2030 Agenda to the entitlement at issue alongside the limits of the available evidence; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-06] [REF-18]

In interpreting a national indicator and source inventory, the relevant disaggregation may include sex, household resources, location, disability, language or population status, selected according to rights, known barriers and decision use. For decisions about a national indicator and source inventory, each group level and population share should remain visible beside any gap or ratio. Within the scope of a national indicator and source inventory, intersections need sufficient precision and safe disclosure. For a national indicator and source inventory, when the evidence cannot support a released estimate for institutions holding education and population evidence, the missing population and the action needed to observe it should still appear in the readiness statement. Equity is a readiness test within a national indicator and source inventory, not a later optional refinement. A national indicator and source inventory in Part VI — A baseline readiness programme frames baseline preparation for the education targets of the 2030 Agenda to distributional evidence beside the national or institutional aggregate; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-03] [REF-18]

For decisions about a national indicator and source inventory, for a national indicator and source inventory, an apparent country difference may arise from different ages, stages, questions or inclusion rules; an apparent trend may arise from a revised source. Within the scope of a national indicator and source inventory, the institution should test sensitivity to plausible alternatives, publish the material uncertainty and break a series when continuity is not defensible. For a national indicator and source inventory, comparability is a reasoned conclusion supported by metadata, not a property conferred by using the same indicator label. Quality assessment of measure-to-source map should consider coverage, completeness, sampling and non-sampling error, classification consistency, timeliness, revision and comparability. A national indicator and source inventory in Part VI — A baseline readiness programme clarifies baseline preparation for the education targets of the 2030 Agenda to the stated objective to a reviewable allocation of responsibility; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-04] [REF-06] [REF-18]

In examining a national indicator and source inventory, where no immediate collection is justified, the decision and reason should be public. Within evidence on a national indicator and source inventory, readiness reporting should conclude with an owned next step and correction route rather than a static traffic-light judgement or an unexplained assertion of capacity. Responsibility completes a national indicator and source inventory. Within the scope of a national indicator and source inventory, a material gap in the readiness inventory should be assigned to the body able to improve a register, survey, assessment, classification, release or service response. For a national indicator and source inventory, the action should have authority, recurrent resources, a date and a later test of whether measure-to-source map became more complete or more useful. A national indicator and source inventory in Part VI — A baseline readiness programme links baseline preparation for the education targets of the 2030 Agenda to measurement choices to their consequences for learners least well served; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-03] [REF-04] [REF-06] [REF-18]

32

Prioritising gaps by rights and decision value

Prioritising gaps by rights and decision value defines the readiness question for the gap priority. For prioritising gaps by rights and decision value, the population or responsible units are populations and dimensions least visible in current evidence, and the direct evidence concerns material evidence gap. In examining prioritising gaps by rights and decision value, a defensible readiness statement begins with the claim that the measure is expected to support, then identifies the observation unit and the limits of the inference. Within evidence on prioritising gaps by rights and decision value, this order matters under the adopted framework: institutions should align evidence with the agreed education targets while preserving the distinction between a target concept and a formally selected indicator. For reporting on prioritising gaps by rights and decision value, the public description should remain intelligible to affected communities as well as statistical specialists.[REF-05] [REF-07] [REF-08] [REF-09]

The main failure risk in prioritising gaps by rights and decision value is that easy national totals receive investment while exclusion, learning and service-condition gaps persist. In examining prioritising gaps by rights and decision value, such a failure changes the substance of the result, not merely its presentation. Within evidence on prioritising gaps by rights and decision value, it can make a system appear ready because an aggregate exists while the entitled population, learning dimension or disadvantaged groups remain outside observation. For reporting on prioritising gaps by rights and decision value, the authority should list plausible routes into and out of the gap priority, identify which omissions are concentrated rather than random, and avoid interpreting an unobserved population as a zero or as evidence of equal treatment. Prioritising gaps by rights and decision value in Part VI — A baseline readiness programme connects baseline preparation for the education targets of the 2030 Agenda to the definition, evidence and responsible decision in one public account; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-05] [REF-07]

Within evidence on prioritising gaps by rights and decision value, a full specification should name the numerator, denominator, reference date or interval, education stage, source coverage, classification version and treatment of missing evidence. For reporting on prioritising gaps by rights and decision value, it should also state the national institution authorised to approve, release and revise the value. In interpreting prioritising gaps by rights and decision value, if a global concept requires a national correspondence, both should be retained so users can see how the reported measure relates to domestic programmes, rights and decision authority. The minimum requirement for prioritising gaps by rights and decision value is to rank gaps by rights risk, population affected, decision use and feasibility. Prioritising gaps by rights and decision value in Part VI — A baseline readiness programme relates baseline preparation for the education targets of the 2030 Agenda to the observed condition to an authority capable of remedy; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-07] [REF-08]

In interpreting prioritising gaps by rights and decision value, for prioritising gaps by rights and decision value, no source should be preferred merely because it already yields a national number. For decisions about prioritising gaps by rights and decision value, coverage, timing, question or event definition and the principal error must accompany the result. Source fitness for the gap priority depends on who and what can be observed. For reporting on prioritising gaps by rights and decision value, administrative systems can provide detailed, frequent evidence on registered institutions and learners; household sources can include people outside formal provision and relate education to living conditions; assessments can describe achievement for a stated target population; and population sources can strengthen denominators. Prioritising gaps by rights and decision value in Part VI — A baseline readiness programme tests baseline preparation for the education targets of the 2030 Agenda to population coverage and educational substance before comparison; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-08] [REF-09]

Within the scope of prioritising gaps by rights and decision value, intersections need sufficient precision and safe disclosure. For prioritising gaps by rights and decision value, when the evidence cannot support a released estimate for populations and dimensions least visible in current evidence, the missing population and the action needed to observe it should still appear in the readiness statement. Equity is a readiness test within prioritising gaps by rights and decision value, not a later optional refinement. In interpreting prioritising gaps by rights and decision value, the relevant disaggregation may include sex, household resources, location, disability, language or population status, selected according to rights, known barriers and decision use. For decisions about prioritising gaps by rights and decision value, each group level and population share should remain visible beside any gap or ratio. Prioritising gaps by rights and decision value in Part VI — A baseline readiness programme places baseline preparation for the education targets of the 2030 Agenda to the entitlement at issue alongside the limits of the available evidence; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-05] [REF-09]

Quality assessment of material evidence gap should consider coverage, completeness, sampling and non-sampling error, classification consistency, timeliness, revision and comparability. For decisions about prioritising gaps by rights and decision value, for prioritising gaps by rights and decision value, an apparent country difference may arise from different ages, stages, questions or inclusion rules; an apparent trend may arise from a revised source. Within the scope of prioritising gaps by rights and decision value, the institution should test sensitivity to plausible alternatives, publish the material uncertainty and break a series when continuity is not defensible. For prioritising gaps by rights and decision value, comparability is a reasoned conclusion supported by metadata, not a property conferred by using the same indicator label. Prioritising gaps by rights and decision value in Part VI — A baseline readiness programme examines baseline preparation for the education targets of the 2030 Agenda to distributional evidence beside the national or institutional aggregate; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-07] [REF-08] [REF-09]

Responsibility completes prioritising gaps by rights and decision value. Within the scope of prioritising gaps by rights and decision value, a material gap in the gap priority should be assigned to the body able to improve a register, survey, assessment, classification, release or service response. For prioritising gaps by rights and decision value, the action should have authority, recurrent resources, a date and a later test of whether material evidence gap became more complete or more useful. In examining prioritising gaps by rights and decision value, where no immediate collection is justified, the decision and reason should be public. Within evidence on prioritising gaps by rights and decision value, readiness reporting should conclude with an owned next step and correction route rather than a static traffic-light judgement or an unexplained assertion of capacity. Prioritising gaps by rights and decision value in Part VI — A baseline readiness programme sets baseline preparation for the education targets of the 2030 Agenda to the stated objective to a reviewable allocation of responsibility; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-05] [REF-07] [REF-08] [REF-09]

33

Strengthening baselines without false precision

Strengthening baselines without false precision defines the readiness question for the baseline plan. For strengthening baselines without false precision, the population or responsible units are groups and measures entering future monitoring, and the direct evidence concerns defensible starting level. In examining strengthening baselines without false precision, a defensible readiness statement begins with the claim that the measure is expected to support, then identifies the observation unit and the limits of the inference. Within evidence on strengthening baselines without false precision, this order matters under the adopted framework: institutions should align evidence with the agreed education targets while preserving the distinction between a target concept and a formally selected indicator. For reporting on strengthening baselines without false precision, the public description should remain intelligible to affected communities as well as statistical specialists.[REF-02] [REF-03] [REF-04] [REF-06]

For reporting on strengthening baselines without false precision, the authority should list plausible routes into and out of the baseline plan, identify which omissions are concentrated rather than random, and avoid interpreting an unobserved population as a zero or as evidence of equal treatment. The main failure risk in strengthening baselines without false precision is that pressure for a complete baseline encourages invented precision or silent combination of unlike years. In examining strengthening baselines without false precision, such a failure changes the substance of the result, not merely its presentation. Within evidence on strengthening baselines without false precision, it can make a system appear ready because an aggregate exists while the entitled population, learning dimension or disadvantaged groups remain outside observation. Strengthening baselines without false precision in Part VI — A baseline readiness programme anchors baseline preparation for the education targets of the 2030 Agenda to the evidential finding to the resources and action needed for implementation; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-02] [REF-03]

The minimum requirement for strengthening baselines without false precision is to use observed values, ranges, documented estimation and explicit unavailable status. Within evidence on strengthening baselines without false precision, a full specification should name the numerator, denominator, reference date or interval, education stage, source coverage, classification version and treatment of missing evidence. For reporting on strengthening baselines without false precision, it should also state the national institution authorised to approve, release and revise the value. In interpreting strengthening baselines without false precision, if a global concept requires a national correspondence, both should be retained so users can see how the reported measure relates to domestic programmes, rights and decision authority. Strengthening baselines without false precision in Part VI — A baseline readiness programme frames baseline preparation for the education targets of the 2030 Agenda to the definition, evidence and responsible decision in one public account; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-03] [REF-04]

For reporting on strengthening baselines without false precision, administrative systems can provide detailed, frequent evidence on registered institutions and learners; household sources can include people outside formal provision and relate education to living conditions; assessments can describe achievement for a stated target population; and population sources can strengthen denominators. In interpreting strengthening baselines without false precision, for strengthening baselines without false precision, no source should be preferred merely because it already yields a national number. For decisions about strengthening baselines without false precision, coverage, timing, question or event definition and the principal error must accompany the result. Source fitness for the baseline plan depends on who and what can be observed. Strengthening baselines without false precision in Part VI — A baseline readiness programme clarifies baseline preparation for the education targets of the 2030 Agenda to the observed condition to an authority capable of remedy; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-04] [REF-06]

Equity is a readiness test within strengthening baselines without false precision, not a later optional refinement. In interpreting strengthening baselines without false precision, the relevant disaggregation may include sex, household resources, location, disability, language or population status, selected according to rights, known barriers and decision use. For decisions about strengthening baselines without false precision, each group level and population share should remain visible beside any gap or ratio. Within the scope of strengthening baselines without false precision, intersections need sufficient precision and safe disclosure. For strengthening baselines without false precision, when the evidence cannot support a released estimate for groups and measures entering future monitoring, the missing population and the action needed to observe it should still appear in the readiness statement. Strengthening baselines without false precision in Part VI — A baseline readiness programme links baseline preparation for the education targets of the 2030 Agenda to population coverage and educational substance before comparison; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-02] [REF-06]

For strengthening baselines without false precision, comparability is a reasoned conclusion supported by metadata, not a property conferred by using the same indicator label. Quality assessment of defensible starting level should consider coverage, completeness, sampling and non-sampling error, classification consistency, timeliness, revision and comparability. For decisions about strengthening baselines without false precision, for strengthening baselines without false precision, an apparent country difference may arise from different ages, stages, questions or inclusion rules; an apparent trend may arise from a revised source. Within the scope of strengthening baselines without false precision, the institution should test sensitivity to plausible alternatives, publish the material uncertainty and break a series when continuity is not defensible. Strengthening baselines without false precision in Part VI — A baseline readiness programme brings baseline preparation for the education targets of the 2030 Agenda to the entitlement at issue alongside the limits of the available evidence; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-03] [REF-04] [REF-06]

For strengthening baselines without false precision, the action should have authority, recurrent resources, a date and a later test of whether defensible starting level became more complete or more useful. In examining strengthening baselines without false precision, where no immediate collection is justified, the decision and reason should be public. Within evidence on strengthening baselines without false precision, readiness reporting should conclude with an owned next step and correction route rather than a static traffic-light judgement or an unexplained assertion of capacity. Responsibility completes strengthening baselines without false precision. Within the scope of strengthening baselines without false precision, a material gap in the baseline plan should be assigned to the body able to improve a register, survey, assessment, classification, release or service response. Strengthening baselines without false precision in Part VI — A baseline readiness programme connects baseline preparation for the education targets of the 2030 Agenda to distributional evidence beside the national or institutional aggregate; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-02] [REF-03] [REF-04] [REF-06]

34

National, regional and global division of labour

National, regional and global division of labour defines the readiness question for the institutional allocation. For national, regional and global division of labour, the population or responsible units are national authorities and international custodians, and the direct evidence concerns coordinated statistical responsibility. In examining national, regional and global division of labour, a defensible readiness statement begins with the claim that the measure is expected to support, then identifies the observation unit and the limits of the inference. Within evidence on national, regional and global division of labour, this order matters under the adopted framework: institutions should align evidence with the agreed education targets while preserving the distinction between a target concept and a formally selected indicator. For reporting on national, regional and global division of labour, the public description should remain intelligible to affected communities as well as statistical specialists.[REF-03] [REF-04] [REF-06] [REF-16]

Within evidence on national, regional and global division of labour, it can make a system appear ready because an aggregate exists while the entitled population, learning dimension or disadvantaged groups remain outside observation. For reporting on national, regional and global division of labour, the authority should list plausible routes into and out of the institutional allocation, identify which omissions are concentrated rather than random, and avoid interpreting an unobserved population as a zero or as evidence of equal treatment. The main failure risk in national, regional and global division of labour is that duplicate requests burden countries while global estimates override national definitions without reconciliation. In examining national, regional and global division of labour, such a failure changes the substance of the result, not merely its presentation. National, regional and global division of labour in Part VI — A baseline readiness programme tests baseline preparation for the education targets of the 2030 Agenda to measurement choices to their consequences for learners least well served; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-03] [REF-04]

In interpreting national, regional and global division of labour, if a global concept requires a national correspondence, both should be retained so users can see how the reported measure relates to domestic programmes, rights and decision authority. The minimum requirement for national, regional and global division of labour is to agree common concepts, national ownership, technical support, transparent estimation and dispute resolution. Within evidence on national, regional and global division of labour, a full specification should name the numerator, denominator, reference date or interval, education stage, source coverage, classification version and treatment of missing evidence. For reporting on national, regional and global division of labour, it should also state the national institution authorised to approve, release and revise the value. National, regional and global division of labour in Part VI — A baseline readiness programme places baseline preparation for the education targets of the 2030 Agenda to the evidential finding to the resources and action needed for implementation; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-04] [REF-06]

Source fitness for the institutional allocation depends on who and what can be observed. For reporting on national, regional and global division of labour, administrative systems can provide detailed, frequent evidence on registered institutions and learners; household sources can include people outside formal provision and relate education to living conditions; assessments can describe achievement for a stated target population; and population sources can strengthen denominators. In interpreting national, regional and global division of labour, for national, regional and global division of labour, no source should be preferred merely because it already yields a national number. For decisions about national, regional and global division of labour, coverage, timing, question or event definition and the principal error must accompany the result. National, regional and global division of labour in Part VI — A baseline readiness programme examines baseline preparation for the education targets of the 2030 Agenda to the definition, evidence and responsible decision in one public account; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-06] [REF-16]

For decisions about national, regional and global division of labour, each group level and population share should remain visible beside any gap or ratio. Within the scope of national, regional and global division of labour, intersections need sufficient precision and safe disclosure. For national, regional and global division of labour, when the evidence cannot support a released estimate for national authorities and international custodians, the missing population and the action needed to observe it should still appear in the readiness statement. Equity is a readiness test within national, regional and global division of labour, not a later optional refinement. In interpreting national, regional and global division of labour, the relevant disaggregation may include sex, household resources, location, disability, language or population status, selected according to rights, known barriers and decision use. National, regional and global division of labour in Part VI — A baseline readiness programme sets baseline preparation for the education targets of the 2030 Agenda to the observed condition to an authority capable of remedy; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-03] [REF-16]

Within the scope of national, regional and global division of labour, the institution should test sensitivity to plausible alternatives, publish the material uncertainty and break a series when continuity is not defensible. For national, regional and global division of labour, comparability is a reasoned conclusion supported by metadata, not a property conferred by using the same indicator label. Quality assessment of coordinated statistical responsibility should consider coverage, completeness, sampling and non-sampling error, classification consistency, timeliness, revision and comparability. For decisions about national, regional and global division of labour, for national, regional and global division of labour, an apparent country difference may arise from different ages, stages, questions or inclusion rules; an apparent trend may arise from a revised source. National, regional and global division of labour in Part VI — A baseline readiness programme locates baseline preparation for the education targets of the 2030 Agenda to population coverage and educational substance before comparison; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-04] [REF-06] [REF-16]

Within evidence on national, regional and global division of labour, readiness reporting should conclude with an owned next step and correction route rather than a static traffic-light judgement or an unexplained assertion of capacity. Responsibility completes national, regional and global division of labour. Within the scope of national, regional and global division of labour, a material gap in the institutional allocation should be assigned to the body able to improve a register, survey, assessment, classification, release or service response. For national, regional and global division of labour, the action should have authority, recurrent resources, a date and a later test of whether coordinated statistical responsibility became more complete or more useful. In examining national, regional and global division of labour, where no immediate collection is justified, the decision and reason should be public. National, regional and global division of labour in Part VI — A baseline readiness programme anchors baseline preparation for the education targets of the 2030 Agenda to the entitlement at issue alongside the limits of the available evidence; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-03] [REF-04] [REF-06] [REF-16]

35

Financing recurrent disaggregated monitoring

Financing recurrent disaggregated monitoring defines the readiness question for the statistical finance plan. For financing recurrent disaggregated monitoring, the population or responsible units are institutions maintaining surveys, records and releases, and the direct evidence concerns recurrent capability cost. In examining financing recurrent disaggregated monitoring, a defensible readiness statement begins with the claim that the measure is expected to support, then identifies the observation unit and the limits of the inference. Within evidence on financing recurrent disaggregated monitoring, this order matters under the adopted framework: institutions should align evidence with the agreed education targets while preserving the distinction between a target concept and a formally selected indicator. For reporting on financing recurrent disaggregated monitoring, the public description should remain intelligible to affected communities as well as statistical specialists.[REF-02] [REF-03] [REF-18] [REF-20]

Financing recurrent disaggregated monitoring in Part VI — A baseline readiness programme clarifies baseline preparation for the education targets of the 2030 Agenda to the stated objective to a reviewable allocation of responsibility; the governing question is whether the initial measure is conceptually and distributionally fit. In examining financing recurrent disaggregated monitoring, such a failure changes the substance of the result, not merely its presentation. Within evidence on financing recurrent disaggregated monitoring, it can make a system appear ready because an aggregate exists while the entitled population, learning dimension or disadvantaged groups remain outside observation. For reporting on financing recurrent disaggregated monitoring, the authority should list plausible routes into and out of the statistical finance plan, identify which omissions are concentrated rather than random, and avoid interpreting an unobserved population as a zero or as evidence of equal treatment. The main failure risk in financing recurrent disaggregated monitoring is that funding covers a new survey but not identifiers, quality checks, staff, dissemination or later rounds.[REF-02] [REF-03]

Financing recurrent disaggregated monitoring in Part VI — A baseline readiness programme links baseline preparation for the education targets of the 2030 Agenda to measurement choices to their consequences for learners least well served; the governing question is whether the initial measure is conceptually and distributionally fit. For reporting on financing recurrent disaggregated monitoring, it should also state the national institution authorised to approve, release and revise the value. In interpreting financing recurrent disaggregated monitoring, if a global concept requires a national correspondence, both should be retained so users can see how the reported measure relates to domestic programmes, rights and decision authority. The minimum requirement for financing recurrent disaggregated monitoring is to cost the full recurring system and protect core national capacity and priority disaggregation. Within evidence on financing recurrent disaggregated monitoring, a full specification should name the numerator, denominator, reference date or interval, education stage, source coverage, classification version and treatment of missing evidence.[REF-03] [REF-18]

Financing recurrent disaggregated monitoring in Part VI — A baseline readiness programme brings baseline preparation for the education targets of the 2030 Agenda to the evidential finding to the resources and action needed for implementation; the governing question is whether the initial measure is conceptually and distributionally fit. For decisions about financing recurrent disaggregated monitoring, coverage, timing, question or event definition and the principal error must accompany the result. Source fitness for the statistical finance plan depends on who and what can be observed. For reporting on financing recurrent disaggregated monitoring, administrative systems can provide detailed, frequent evidence on registered institutions and learners; household sources can include people outside formal provision and relate education to living conditions; assessments can describe achievement for a stated target population; and population sources can strengthen denominators. In interpreting financing recurrent disaggregated monitoring, for financing recurrent disaggregated monitoring, no source should be preferred merely because it already yields a national number.[REF-18] [REF-20]

Financing recurrent disaggregated monitoring in Part VI — A baseline readiness programme connects baseline preparation for the education targets of the 2030 Agenda to the definition, evidence and responsible decision in one public account; the governing question is whether the initial measure is conceptually and distributionally fit. For financing recurrent disaggregated monitoring, when the evidence cannot support a released estimate for institutions maintaining surveys, records and releases, the missing population and the action needed to observe it should still appear in the readiness statement. Equity is a readiness test within financing recurrent disaggregated monitoring, not a later optional refinement. In interpreting financing recurrent disaggregated monitoring, the relevant disaggregation may include sex, household resources, location, disability, language or population status, selected according to rights, known barriers and decision use. For decisions about financing recurrent disaggregated monitoring, each group level and population share should remain visible beside any gap or ratio. Within the scope of financing recurrent disaggregated monitoring, intersections need sufficient precision and safe disclosure.[REF-02] [REF-20]

Financing recurrent disaggregated monitoring in Part VI — A baseline readiness programme relates baseline preparation for the education targets of the 2030 Agenda to the observed condition to an authority capable of remedy; the governing question is whether the initial measure is conceptually and distributionally fit. For decisions about financing recurrent disaggregated monitoring, for financing recurrent disaggregated monitoring, an apparent country difference may arise from different ages, stages, questions or inclusion rules; an apparent trend may arise from a revised source. Within the scope of financing recurrent disaggregated monitoring, the institution should test sensitivity to plausible alternatives, publish the material uncertainty and break a series when continuity is not defensible. For financing recurrent disaggregated monitoring, comparability is a reasoned conclusion supported by metadata, not a property conferred by using the same indicator label. Quality assessment of recurrent capability cost should consider coverage, completeness, sampling and non-sampling error, classification consistency, timeliness, revision and comparability.[REF-03] [REF-18] [REF-20]

Financing recurrent disaggregated monitoring in Part VI — A baseline readiness programme tests baseline preparation for the education targets of the 2030 Agenda to population coverage and educational substance before comparison; the governing question is whether the initial measure is conceptually and distributionally fit. Within the scope of financing recurrent disaggregated monitoring, a material gap in the statistical finance plan should be assigned to the body able to improve a register, survey, assessment, classification, release or service response. For financing recurrent disaggregated monitoring, the action should have authority, recurrent resources, a date and a later test of whether recurrent capability cost became more complete or more useful. In examining financing recurrent disaggregated monitoring, where no immediate collection is justified, the decision and reason should be public. Within evidence on financing recurrent disaggregated monitoring, readiness reporting should conclude with an owned next step and correction route rather than a static traffic-light judgement or an unexplained assertion of capacity. Responsibility completes financing recurrent disaggregated monitoring.[REF-02] [REF-03] [REF-18] [REF-20]

36

Public reporting, correction and accountable use

Public reporting, correction and accountable use defines the readiness question for the public readiness statement. For public reporting, correction and accountable use, the population or responsible units are people represented in and affected by education evidence, and the direct evidence concerns release and remedy. In examining public reporting, correction and accountable use, a defensible readiness statement begins with the claim that the measure is expected to support, then identifies the observation unit and the limits of the inference. Within evidence on public reporting, correction and accountable use, this order matters under the adopted framework: institutions should align evidence with the agreed education targets while preserving the distinction between a target concept and a formally selected indicator. For reporting on public reporting, correction and accountable use, the public description should remain intelligible to affected communities as well as statistical specialists.[REF-03] [REF-04] [REF-05] [REF-16]

The main failure risk in public reporting, correction and accountable use is that readiness findings remain internal or errors and misuse persist without a correction route. In examining public reporting, correction and accountable use, such a failure changes the substance of the result, not merely its presentation. Within evidence on public reporting, correction and accountable use, it can make a system appear ready because an aggregate exists while the entitled population, learning dimension or disadvantaged groups remain outside observation. For reporting on public reporting, correction and accountable use, the authority should list plausible routes into and out of the public readiness statement, identify which omissions are concentrated rather than random, and avoid interpreting an unobserved population as a zero or as evidence of equal treatment. Public reporting, correction and accountable use in Part VI — A baseline readiness programme examines baseline preparation for the education targets of the 2030 Agenda to distributional evidence beside the national or institutional aggregate; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-03] [REF-04]

Within evidence on public reporting, correction and accountable use, a full specification should name the numerator, denominator, reference date or interval, education stage, source coverage, classification version and treatment of missing evidence. For reporting on public reporting, correction and accountable use, it should also state the national institution authorised to approve, release and revise the value. In interpreting public reporting, correction and accountable use, if a global concept requires a national correspondence, both should be retained so users can see how the reported measure relates to domestic programmes, rights and decision authority. The minimum requirement for public reporting, correction and accountable use is to publish the inventory, gaps, limits, calendar, revisions, responsible bodies and funded next steps. Public reporting, correction and accountable use in Part VI — A baseline readiness programme sets baseline preparation for the education targets of the 2030 Agenda to the stated objective to a reviewable allocation of responsibility; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-04] [REF-05]

In interpreting public reporting, correction and accountable use, for public reporting, correction and accountable use, no source should be preferred merely because it already yields a national number. For decisions about public reporting, correction and accountable use, coverage, timing, question or event definition and the principal error must accompany the result. Source fitness for the public readiness statement depends on who and what can be observed. For reporting on public reporting, correction and accountable use, administrative systems can provide detailed, frequent evidence on registered institutions and learners; household sources can include people outside formal provision and relate education to living conditions; assessments can describe achievement for a stated target population; and population sources can strengthen denominators. Public reporting, correction and accountable use in Part VI — A baseline readiness programme locates baseline preparation for the education targets of the 2030 Agenda to measurement choices to their consequences for learners least well served; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-05] [REF-16]

In interpreting public reporting, correction and accountable use, the relevant disaggregation may include sex, household resources, location, disability, language or population status, selected according to rights, known barriers and decision use. For decisions about public reporting, correction and accountable use, each group level and population share should remain visible beside any gap or ratio. Within the scope of public reporting, correction and accountable use, intersections need sufficient precision and safe disclosure. For public reporting, correction and accountable use, when the evidence cannot support a released estimate for people represented in and affected by education evidence, the missing population and the action needed to observe it should still appear in the readiness statement. Equity is a readiness test within public reporting, correction and accountable use, not a later optional refinement. Public reporting, correction and accountable use in Part VI — A baseline readiness programme anchors baseline preparation for the education targets of the 2030 Agenda to the evidential finding to the resources and action needed for implementation; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-03] [REF-16]

Quality assessment of release and remedy should consider coverage, completeness, sampling and non-sampling error, classification consistency, timeliness, revision and comparability. For decisions about public reporting, correction and accountable use, for public reporting, correction and accountable use, an apparent country difference may arise from different ages, stages, questions or inclusion rules; an apparent trend may arise from a revised source. Within the scope of public reporting, correction and accountable use, the institution should test sensitivity to plausible alternatives, publish the material uncertainty and break a series when continuity is not defensible. For public reporting, correction and accountable use, comparability is a reasoned conclusion supported by metadata, not a property conferred by using the same indicator label. Public reporting, correction and accountable use in Part VI — A baseline readiness programme frames baseline preparation for the education targets of the 2030 Agenda to the definition, evidence and responsible decision in one public account; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-04] [REF-05] [REF-16]

In examining public reporting, correction and accountable use, where no immediate collection is justified, the decision and reason should be public. Within evidence on public reporting, correction and accountable use, readiness reporting should conclude with an owned next step and correction route rather than a static traffic-light judgement or an unexplained assertion of capacity. Responsibility completes public reporting, correction and accountable use. Within the scope of public reporting, correction and accountable use, a material gap in the public readiness statement should be assigned to the body able to improve a register, survey, assessment, classification, release or service response. For public reporting, correction and accountable use, the action should have authority, recurrent resources, a date and a later test of whether release and remedy became more complete or more useful. Public reporting, correction and accountable use in Part VI — A baseline readiness programme clarifies baseline preparation for the education targets of the 2030 Agenda to the observed condition to an authority capable of remedy; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-03] [REF-04] [REF-05] [REF-16]

For reporting on universality across unequal starting points, if the effect cannot be estimated, both observations should remain visible and no continuous trend should be claimed. In interpreting universality across unequal starting points, this record preserves the distinction between changed education conditions and changed measurement. A comparability record for universality across unequal starting points should retain the question or event definition, classification, source coverage, reference period and calculation used for the universal monitoring scope. Within evidence on universality across unequal starting points, it should identify every break from the previous release and quantify the effect when overlap evidence permits. Public reporting, correction and accountable use in Part VI — A baseline readiness programme links baseline preparation for the education targets of the 2030 Agenda to population coverage and educational substance before comparison; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-01] [REF-02] [REF-03] [REF-06]

In interpreting universality across unequal starting points, the authority should record how this evidence changed the definition, source, sample, release detail or corrective action. A least-visible-population test for universality across unequal starting points should ask who is missing from the source, whether omission is concentrated and whether another lawful source can provide evidence. Within evidence on universality across unequal starting points, the test should examine all countries and education systems before an aggregate is accepted as nationally representative. For reporting on universality across unequal starting points, consultation can reveal unsafe categories, inaccessible instruments and service barriers overlooked by officials. Public reporting, correction and accountable use in Part VI — A baseline readiness programme brings baseline preparation for the education targets of the 2030 Agenda to the entitlement at issue alongside the limits of the available evidence; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-01] [REF-02]

An implementation trace for universality across unequal starting points should follow one readiness gap from inventory to authority, finance, collection, release and later use. Within evidence on universality across unequal starting points, it should show whether the added evidence altered a decision affecting country and group baseline coverage, not merely whether another value was generated. For reporting on universality across unequal starting points, the trace should record burden on institutions and communities, protection of sensitive information and any correction. In interpreting universality across unequal starting points, this makes readiness a sustained public capability rather than a one-time response to an international request. Public reporting, correction and accountable use in Part VI — A baseline readiness programme connects baseline preparation for the education targets of the 2030 Agenda to distributional evidence beside the national or institutional aggregate; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-03] [REF-06]

Within evidence on goal, target and indicator distinctions, it should identify every break from the previous release and quantify the effect when overlap evidence permits. For reporting on goal, target and indicator distinctions, if the effect cannot be estimated, both observations should remain visible and no continuous trend should be claimed. In interpreting goal, target and indicator distinctions, this record preserves the distinction between changed education conditions and changed measurement. A comparability record for goal, target and indicator distinctions should retain the question or event definition, classification, source coverage, reference period and calculation used for the results hierarchy. Public reporting, correction and accountable use in Part VI — A baseline readiness programme relates baseline preparation for the education targets of the 2030 Agenda to the stated objective to a reviewable allocation of responsibility; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-01] [REF-02] [REF-05] [REF-06]

For reporting on goal, target and indicator distinctions, consultation can reveal unsafe categories, inaccessible instruments and service barriers overlooked by officials. In interpreting goal, target and indicator distinctions, the authority should record how this evidence changed the definition, source, sample, release detail or corrective action. A least-visible-population test for goal, target and indicator distinctions should ask who is missing from the source, whether omission is concentrated and whether another lawful source can provide evidence. Within evidence on goal, target and indicator distinctions, the test should examine commitments, target populations and observed measures before an aggregate is accepted as nationally representative. Public reporting, correction and accountable use in Part VI — A baseline readiness programme tests baseline preparation for the education targets of the 2030 Agenda to measurement choices to their consequences for learners least well served; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-01] [REF-02]

In interpreting goal, target and indicator distinctions, this makes readiness a sustained public capability rather than a one-time response to an international request. An implementation trace for goal, target and indicator distinctions should follow one readiness gap from inventory to authority, finance, collection, release and later use. Within evidence on goal, target and indicator distinctions, it should show whether the added evidence altered a decision affecting logical alignment, not merely whether another value was generated. For reporting on goal, target and indicator distinctions, the trace should record burden on institutions and communities, protection of sensitive information and any correction. Public reporting, correction and accountable use in Part VI — A baseline readiness programme places baseline preparation for the education targets of the 2030 Agenda to the evidential finding to the resources and action needed for implementation; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-05] [REF-06]

A comparability record for rights minimums and progressive ambition should retain the question or event definition, classification, source coverage, reference period and calculation used for the minimum-entitlement frame. Within evidence on rights minimums and progressive ambition, it should identify every break from the previous release and quantify the effect when overlap evidence permits. For reporting on rights minimums and progressive ambition, if the effect cannot be estimated, both observations should remain visible and no continuous trend should be claimed. In interpreting rights minimums and progressive ambition, this record preserves the distinction between changed education conditions and changed measurement. Public reporting, correction and accountable use in Part VI — A baseline readiness programme examines baseline preparation for the education targets of the 2030 Agenda to the definition, evidence and responsible decision in one public account; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-05] [REF-08] [REF-13] [REF-14]

Within evidence on rights minimums and progressive ambition, the test should examine learners below essential access or quality standards before an aggregate is accepted as nationally representative. For reporting on rights minimums and progressive ambition, consultation can reveal unsafe categories, inaccessible instruments and service barriers overlooked by officials. In interpreting rights minimums and progressive ambition, the authority should record how this evidence changed the definition, source, sample, release detail or corrective action. A least-visible-population test for rights minimums and progressive ambition should ask who is missing from the source, whether omission is concentrated and whether another lawful source can provide evidence. Public reporting, correction and accountable use in Part VI — A baseline readiness programme sets baseline preparation for the education targets of the 2030 Agenda to the observed condition to an authority capable of remedy; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-05] [REF-08]

For reporting on rights minimums and progressive ambition, the trace should record burden on institutions and communities, protection of sensitive information and any correction. In interpreting rights minimums and progressive ambition, this makes readiness a sustained public capability rather than a one-time response to an international request. An implementation trace for rights minimums and progressive ambition should follow one readiness gap from inventory to authority, finance, collection, release and later use. Within evidence on rights minimums and progressive ambition, it should show whether the added evidence altered a decision affecting floor and distribution, not merely whether another value was generated. Public reporting, correction and accountable use in Part VI — A baseline readiness programme locates baseline preparation for the education targets of the 2030 Agenda to population coverage and educational substance before comparison; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-13] [REF-14]

In interpreting global comparability and national relevance, this record preserves the distinction between changed education conditions and changed measurement. A comparability record for global comparability and national relevance should retain the question or event definition, classification, source coverage, reference period and calculation used for the indicator tier. Within evidence on global comparability and national relevance, it should identify every break from the previous release and quantify the effect when overlap evidence permits. For reporting on global comparability and national relevance, if the effect cannot be estimated, both observations should remain visible and no continuous trend should be claimed. Public reporting, correction and accountable use in Part VI — A baseline readiness programme anchors baseline preparation for the education targets of the 2030 Agenda to the entitlement at issue alongside the limits of the available evidence; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-06] [REF-10] [REF-16] [REF-19]

A least-visible-population test for global comparability and national relevance should ask who is missing from the source, whether omission is concentrated and whether another lawful source can provide evidence. Within evidence on global comparability and national relevance, the test should examine countries sharing core concepts but different systems before an aggregate is accepted as nationally representative. For reporting on global comparability and national relevance, consultation can reveal unsafe categories, inaccessible instruments and service barriers overlooked by officials. In interpreting global comparability and national relevance, the authority should record how this evidence changed the definition, source, sample, release detail or corrective action. Public reporting, correction and accountable use in Part VI — A baseline readiness programme frames baseline preparation for the education targets of the 2030 Agenda to distributional evidence beside the national or institutional aggregate; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-06] [REF-10]

Within evidence on global comparability and national relevance, it should show whether the added evidence altered a decision affecting common and contextual measures, not merely whether another value was generated. For reporting on global comparability and national relevance, the trace should record burden on institutions and communities, protection of sensitive information and any correction. In interpreting global comparability and national relevance, this makes readiness a sustained public capability rather than a one-time response to an international request. An implementation trace for global comparability and national relevance should follow one readiness gap from inventory to authority, finance, collection, release and later use. Public reporting, correction and accountable use in Part VI — A baseline readiness programme clarifies baseline preparation for the education targets of the 2030 Agenda to the stated objective to a reviewable allocation of responsibility; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-16] [REF-19]

For reporting on baseline dates and historical reconstruction, if the effect cannot be estimated, both observations should remain visible and no continuous trend should be claimed. In interpreting baseline dates and historical reconstruction, this record preserves the distinction between changed education conditions and changed measurement. A comparability record for baseline dates and historical reconstruction should retain the question or event definition, classification, source coverage, reference period and calculation used for the monitoring baseline. Within evidence on baseline dates and historical reconstruction, it should identify every break from the previous release and quantify the effect when overlap evidence permits. Public reporting, correction and accountable use in Part VI — A baseline readiness programme links baseline preparation for the education targets of the 2030 Agenda to measurement choices to their consequences for learners least well served; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-03] [REF-04] [REF-06] [REF-16]

In interpreting baseline dates and historical reconstruction, the authority should record how this evidence changed the definition, source, sample, release detail or corrective action. A least-visible-population test for baseline dates and historical reconstruction should ask who is missing from the source, whether omission is concentrated and whether another lawful source can provide evidence. Within evidence on baseline dates and historical reconstruction, the test should examine populations observed at the chosen starting date before an aggregate is accepted as nationally representative. For reporting on baseline dates and historical reconstruction, consultation can reveal unsafe categories, inaccessible instruments and service barriers overlooked by officials. Public reporting, correction and accountable use in Part VI — A baseline readiness programme brings baseline preparation for the education targets of the 2030 Agenda to the evidential finding to the resources and action needed for implementation; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-03] [REF-04]

An implementation trace for baseline dates and historical reconstruction should follow one readiness gap from inventory to authority, finance, collection, release and later use. Within evidence on baseline dates and historical reconstruction, it should show whether the added evidence altered a decision affecting baseline level and data gap, not merely whether another value was generated. For reporting on baseline dates and historical reconstruction, the trace should record burden on institutions and communities, protection of sensitive information and any correction. In interpreting baseline dates and historical reconstruction, this makes readiness a sustained public capability rather than a one-time response to an international request. Public reporting, correction and accountable use in Part VI — A baseline readiness programme connects baseline preparation for the education targets of the 2030 Agenda to the definition, evidence and responsible decision in one public account; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-06] [REF-16]

Within evidence on a practical definition of data readiness, it should identify every break from the previous release and quantify the effect when overlap evidence permits. For reporting on a practical definition of data readiness, if the effect cannot be estimated, both observations should remain visible and no continuous trend should be claimed. In interpreting a practical definition of data readiness, this record preserves the distinction between changed education conditions and changed measurement. A comparability record for a practical definition of data readiness should retain the question or event definition, classification, source coverage, reference period and calculation used for the readiness assessment. Public reporting, correction and accountable use in Part VI — A baseline readiness programme relates baseline preparation for the education targets of the 2030 Agenda to the observed condition to an authority capable of remedy; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-03] [REF-04] [REF-06] [REF-18]

A least-visible-population test for a practical definition of data readiness should ask who is missing from the source, whether omission is concentrated and whether another lawful source can provide evidence. Within evidence on a practical definition of data readiness, the test should examine institutions responsible for each candidate measure before an aggregate is accepted as nationally representative. For reporting on a practical definition of data readiness, consultation can reveal unsafe categories, inaccessible instruments and service barriers overlooked by officials. In interpreting a practical definition of data readiness, the authority should record how this evidence changed the definition, source, sample, release detail or corrective action.[REF-03] [REF-04]

In interpreting a practical definition of data readiness, this makes readiness a sustained public capability rather than a one-time response to an international request. An implementation trace for a practical definition of data readiness should follow one readiness gap from inventory to authority, finance, collection, release and later use. Within evidence on a practical definition of data readiness, it should show whether the added evidence altered a decision affecting availability, fitness and authority, not merely whether another value was generated. For reporting on a practical definition of data readiness, the trace should record burden on institutions and communities, protection of sensitive information and any correction. Public reporting, correction and accountable use in Part VI — A baseline readiness programme places baseline preparation for the education targets of the 2030 Agenda to the entitlement at issue alongside the limits of the available evidence; the governing question is whether the initial measure is conceptually and distributionally fit.[REF-06] [REF-18]

Part VII

Baseline requirements for the adopted education targets

37

Free, equitable and quality primary and secondary education

The baseline for the primary and secondary commitment should distinguish access, regular participation, progression, completion and relevant learning outcomes. None is a substitute for the others. Administrative records can describe enrolment, grade movement and certification for registered learners, but population evidence is needed for children who never enter or leave without a recorded destination. Learning evidence requires a stated target population, curriculum domain, participation rate and treatment of exclusions. A baseline should preserve these components rather than compress them into one measure of target attainment.[REF-03] [REF-04] [REF-27] [REF-28]

The population definition should state official ages, programme duration, equivalence across public and recognised non-public provision, and treatment of over-age learners, repeaters, transfers and displaced children. Gross and net measures answer different questions. Completion should identify the final grade or recognised award and whether the estimate follows a cohort, reconstructs progression or relies on household attainment. Historical reconstruction should retain the definition actually available for the baseline year and should not imply comparability where programme structures or population estimates changed.[REF-06] [REF-15] [REF-20]

Equity requires levels for relevant groups and places, not parity indices alone. The baseline should show sex, household resources, residence, disability and other nationally relevant classifications where evidence is sufficiently precise and safe. It should also identify populations missing from the source. A national learning result should disclose whether out-of-school children and absent pupils are outside the inference. Where no defensible group value can be released, the public account should retain the evidence gap and the action required to improve representation.[REF-05] [REF-07] [REF-14]

The minimum readiness statement should name the source, population, observation period, numerator and denominator, disaggregation, uncertainty, release authority and revision rule for each component. It should identify which component is available historically and which needs new collection. Pressure to produce a complete 2015 baseline should not cause later evidence to be projected backwards or missing populations to be assigned a value. The first baseline can be incomplete and still credible if its limitations are explicit and institutionally owned.[REF-16] [REF-17] [REF-28]

38

Early childhood development, care and pre-primary education

The early childhood target combines developmental, care and educational concepts that rely on different evidence. A baseline should distinguish population measures of development or readiness from participation in organised learning. It should state the age reference, developmental domains, instrument, respondent, language and conditions of administration. A pre-primary participation measure should state the programme concept, duration, recognised providers and whether attendance rather than registration is observed. One value should not silently stand for both developmental status and service access.[REF-05] [REF-13] [REF-27]

Administrative provision data ordinarily cover registered centres and participating children. Household surveys may reach children outside provision and can relate participation to wealth, location and disability, subject to sample and response limits. Health and social-protection systems may hold relevant evidence under different identifiers and definitions. Linkage can strengthen analysis only where authority, protection and conceptual compatibility are established. A national inventory should show which population and institutions each source represents and where private, community or informal provision remains unobserved.[REF-06] [REF-22] [REF-23]

Readiness should include distribution because services often expand first where households can pay or institutions already exist. The baseline should show the national level alongside disadvantaged populations and the number of children outside recognised provision. Quality evidence may address staff preparation, accessibility, safety, language, materials and transition to primary education, but those conditions should remain distinct from participation. Where structured observation covers only a sample, the inference and uncertainty should be stated.[REF-07] [REF-14] [REF-28]

Historical values should be reconstructed cautiously. Changes in age range, programme recognition or survey questions can create false trends. If overlap data permit, the effect of a change should be estimated; otherwise the series should be broken. A defensible baseline may consist of several dated measures rather than a single synthetic figure. Its public value lies in showing which young children were represented, what educational condition was observed and which authority will close the material gap.[REF-03] [REF-10] [REF-16]

39

Technical, vocational and tertiary participation

The target concerning equal access to affordable and quality technical, vocational and tertiary education requires programme classifications that preserve national meaning and international comparability. The baseline should identify level, orientation, provider status, entry requirement, duration and recognised qualification. Participation can be measured by enrolment, new entry, attendance or completion; each has a different denominator and policy use. A gross enrolment ratio may indicate scale but cannot establish equitable access among the population qualified or seeking to enter.[REF-15] [REF-20] [REF-27]

Affordability requires evidence beyond tuition. Fees, transport, accommodation, materials and foregone earnings may affect access. Household surveys can provide distributional context, while institutional finance and student-support records can show public measures. A baseline should distinguish eligibility for support, award, receipt and adequacy. It should not infer affordability from the existence of a scheme or infer quality from institutional recognition alone.[REF-11] [REF-18] [REF-26]

Equity analysis should examine sex, household resources, location, disability and prior educational opportunity, including different programme routes. Parity in total tertiary participation can conceal segregation by field or institution and unequal progression. Technical and vocational routes should be reported with completion, qualification standing and onward opportunities where evidence exists. Descriptive differences can locate disparity but do not establish whether cost, selection, geography or prior learning caused it.[REF-07] [REF-12] [REF-14]

The baseline inventory should reconcile institutional records with population and labour evidence while preserving their separate purposes. Provider records describe participants and awards; household sources can represent non-participants; labour sources may describe later status under different populations and periods. Employment after study does not itself establish programme quality or effect. Later outcomes belong to follow-up, whereas the initial baseline should state current access, participation, recognised completion, distribution and the limitations of each source.[REF-06] [REF-16] [REF-28]

40

Skills for employment, decent work and entrepreneurship

The skills target requires a definition of relevant capability before a measure is selected. Participation in training, possession of a qualification, self-reported skill and demonstrated performance are different observations. The baseline should identify the skill domain, assessment or evidence method, target population, proficiency standard and conditions of use. A programme label should not be treated as proof that every participant acquired the intended capability or that the capability necessarily produced one labour-market outcome.[REF-18] [REF-24] [REF-27]

Youth and adults outside formal institutions must remain within the population account. Household and labour sources may cover them, although short modules, informal learning and workplace capability can be difficult to classify. Employer surveys offer evidence on current tasks but may overrepresent larger formal establishments. National readiness should therefore map complementary sources and avoid selecting a measure only because one provider register is convenient. The population absent from formal provision is central to the target, not a residual.[REF-06] [REF-11] [REF-23]

Distribution should show sex, age, location, disability, education level and other relevant barriers, subject to precision and protection. Aggregate participation can rise while disadvantaged adults remain excluded by cost, time, care, language or entry requirements. Assessment instruments also need accessible design and clear language rules. Where a direct skill measure cannot yet represent a group, the baseline should report that coverage limit rather than assign poor or successful performance by inference.[REF-07] [REF-13] [REF-14]

Institutional readiness includes recurrent capacity to maintain classifications, survey modules, assessment or qualification data and to reconcile them over time. The initial record should state which measures are nationally established, which are candidate measures and which require methodological work. No later indicator selection should be read back into the 24 November baseline. The adopted target establishes the concept; the evidentiary duty at this date is to show what can be observed credibly and what remains unresolved.[REF-16] [REF-26] [REF-28]

41

Gender equality, vulnerable populations and literacy

The equality target and the commitment to literacy and numeracy require a baseline designed around substantive levels. Parity indices should be accompanied by the underlying values and absolute numbers because a ratio can approach one while both groups remain below an acceptable standard. Literacy and numeracy measures should state age, language, domain, instrument and proficiency threshold. Years of schooling and self-report may provide contextual evidence but should not be represented as direct proficiency where no assessment occurred.[REF-05] [REF-14] [REF-27]

Vulnerable populations named in the adopted agenda include persons with disabilities, indigenous peoples and children in vulnerable situations. National classifications may require further lawful and context-sensitive specification. Data collection should be developed with affected communities, protect confidentiality and avoid categories that expose individuals to harm. Small samples may require pooling, controlled access or descriptive service evidence. These constraints should qualify publication, not eliminate the population from national responsibility.[REF-07] [REF-09] [REF-13]

The baseline should examine intersecting disadvantage where evidence supports it. A national sex comparison may conceal a severe gap among poor rural women or displaced boys; a disability estimate may vary by language and access to enumeration. Cross-classification should follow a defined policy question and should not multiply sparse cells without decision value. Published estimates need sample size or uncertainty, population share and suppression rules, while restricted analysis may support action when public release is unsafe.[REF-06] [REF-17] [REF-23]

Trend reconstruction requires stable classification and assessment. A revised disability question, literacy threshold or population frame may improve future evidence while breaking comparison with older values. The baseline should retain both the old and new definition, estimate overlap effects where possible and avoid describing measurement change as educational change. A complete-looking series is less valuable than an honest record that identifies who became newly visible and why.[REF-03] [REF-10] [REF-16]

42

Education for sustainable development and global citizenship

The target concerning knowledge and skills for sustainable development and global citizenship poses a curriculum and learning-measurement challenge. Policy adoption, curricular inclusion, teacher preparation, classroom opportunity and learner capability are separate stages. The baseline should state which stage is observed. A national curriculum reference can establish authorization but not teaching; a teacher survey can describe reported practice but not learner capability; an assessment can address selected knowledge or reasoning without exhausting the target's full educational substance.[REF-24] [REF-27] [REF-28]

Curricular mapping should identify education level, subject or cross-curricular location, intended progression and assessment relationship. The mere frequency of terms is not a sufficient baseline. Review should examine whether relevant knowledge, enquiry, judgement and participation are meaningfully specified and whether teachers have time and materials. National variation is legitimate, but the correspondence between the adopted target concept and domestic curriculum should be documented so that later change is interpretable.[REF-08] [REF-15] [REF-28]

Learner evidence should preserve the domain and conditions. Sustainable-development and citizenship questions often involve uncertainty, competing interests and contextual judgement; instruments should not reward one prescribed opinion where evidence-based alternatives are legitimate. Results should show population coverage, language and opportunity to learn. International comparison requires careful correspondence, since a common label does not make unlike curricula or instruments equivalent.[REF-10] [REF-16] [REF-19]

A defensible initial baseline may rely on an institutional and curricular account while direct learner measures are developed. Such an account should not be labelled a learning outcome. It should state its scope, authority and limitation and identify the body responsible for stronger evidence. The baseline should be capable of later revision without rewriting institutional history. It records what was authorized and observed by the cut-off, not what later implementation or assessment subsequently found.[REF-03] [REF-17] [REF-28]

43

Facilities, scholarships and teachers

The means-of-implementation targets require distinct baselines for learning environments, scholarships and teachers. Facilities should be assessed by learner access to safe, inclusive and effective conditions rather than the existence of a building item alone. Relevant measures may concern water, sanitation, electricity, connectivity, accessibility, safety and learning space. Each should state the institution population, inspection or reporting method, completeness and the number of learners exposed.[REF-03] [REF-13] [REF-27]

Scholarship evidence should distinguish announced funds, eligibility, applications, awards, receipt, destination, field or programme, completion and distribution. A total monetary value cannot establish equitable access or educational consequence. The baseline should identify the population that could apply and the groups that received support, while protecting personal information. International and national sources may use different fiscal periods and programme categories; reconciliation should preserve those differences.[REF-17] [REF-26] [REF-28]

Teacher baselines should connect workforce counts to qualification, preparation, deployment, attendance, workload and continuing support. National pupil-teacher ratios conceal shortages by level, subject and location. Qualification categories require national definitions and should not be assumed comparable because they share a label. The baseline should show which institutions and learners are represented and whether private, community or temporary personnel are included.[REF-04] [REF-15] [REF-20]

Finance is a condition of statistical and service readiness. Registers, surveys, assessments and facility or workforce data require trained staff, maintenance, protection and regular release. Temporary external finance can support development but should not be mistaken for sustained national capability. The baseline plan should estimate recurrent cost, allocate authority and specify when missing evidence will become available. Addis provides a contemporaneous financing context; it does not remove the need for a national cost and responsibility statement.[REF-18] [REF-26]

44

The minimum public baseline record

The minimum public baseline record should begin with a target-concept statement and a target-to-measure map. For each measure, it should give the national definition, source, observation unit, numerator and denominator where relevant, reference period, geographic coverage, disaggregation, principal uncertainty, release authority and revision rule. It should state whether the measure is observed, estimated, under development or not presently defensible. This preserves the difference between the adopted target and the evidence available to monitor it.[REF-03] [REF-16] [REF-27]

Baseline year should not be confused with publication year. A value released in 2015 may describe an earlier school year, survey period or census date. Reports should retain the actual reference period and should not combine unlike dates into one synthetic point without explanation. Historical reconstruction may be necessary where 2015 data are unavailable, but estimates should disclose assumptions and should never borrow later results as though they had existed at the cut-off.[REF-04] [REF-06] [REF-28]

Missingness is part of the baseline. The record should identify countries, institutions, learners, groups and dimensions outside observation and whether omission is systematic. An absent value should not be coded as zero, attainment or failure. The public statement should name the institution responsible for improving coverage, the planned method, recurrent resource requirement and expected release date. Where immediate collection would be disproportionate or unsafe, that decision and its reason should also be public.[REF-05] [REF-07] [REF-17]

Comparability should be a stated judgement, not an assumption created by a shared indicator name. National programme correspondence, age rules, source coverage, classification and instrument conditions should accompany international comparison. Where material differences remain, values can be reported for national use while withheld from direct ranking or aggregated cautiously. Regional and global institutions can support harmonization, but national authorities remain responsible for the truthfulness of their population and metadata.[REF-10] [REF-19] [REF-28]

As at 24 November 2015, the adopted education targets and officially available Education 2030 framework define a sufficiently clear scope for baseline preparation. Later indicators and results cannot be anticipated. The immediate obligation is to inventory existing evidence, preserve historical definitions, expose population gaps, assign institutional responsibility and publish bounded starting values. A baseline is credible not because every cell is filled, but because every value and every absence has a stated meaning, date, limitation and route to improvement.[REF-25] [REF-26] [REF-27] [REF-28]

References

REF-01
United Nations General Assembly Open Working Group on Sustainable Development Goals. Report of the Open Working Group of the General Assembly on Sustainable Development Goals. 2014.
The proposed universal education goal and proposed targets before intergovernmental adoption.
https://undocs.org/A/68/970
REF-02
United Nations Secretary-General. The Road to Dignity by 2030: Ending Poverty, Transforming All Lives and Protecting the Planet. 2014.
Contemporaneous synthesis for negotiations, including universality, equality, measurement and accountability.
https://undocs.org/A/69/700
REF-03
Independent Expert Advisory Group on a Data Revolution for Sustainable Development. A World That Counts: Mobilising the Data Revolution for Sustainable Development. 2014.
Contemporaneous proposals on data availability, disaggregation, timeliness, standards and accountability.
https://www.undatarevolution.org/report/
REF-04
United Nations General Assembly. Fundamental Principles of Official Statistics. 2014.
Global principles of relevance, impartiality, professional methods, transparency, correction and confidentiality.
https://undocs.org/A/RES/68/261
REF-05
Office of the United Nations High Commissioner for Human Rights. Human Rights Indicators: A Guide to Measurement and Implementation. 2012.
Rights-sensitive indicator design, disaggregation and interpretation.
https://www.ohchr.org/sites/default/files/Documents/Publications/Human_rights_indicators_en.pdf
REF-06
UNESCO Institute for Statistics Technical Advisory Group. Towards Indicators for a Post-2015 Education Framework. 2014.
Technical proposals for measuring education access, completion, learning, skills, equity and conditions.
https://uis.unesco.org/sites/default/files/documents/towards-indicators-for-a-post-2015-education-framework-november-2014-en.pdf
REF-07
United Nations Children’s Fund. The State of the World’s Children 2014 in Numbers: Every Child Counts — Revealing Disparities, Advancing Children’s Rights. 2014.
Evidence on disaggregation, unequal child outcomes and children absent from conventional evidence.
https://www.unicef.org/reports/state-worlds-children-2014
REF-08
Education for All Global Monitoring Report Team. Teaching and Learning: Achieving Quality for All — EFA Global Monitoring Report 2013/4. 2014.
Evidence on unequal teaching conditions, learning and education quality.
https://unesdoc.unesco.org/ark:/48223/pf0000225660
REF-09
Education for All Global Monitoring Report Team. Reaching the Marginalized — EFA Global Monitoring Report 2010. 2010.
Global evidence on intersecting disadvantage and educational marginalisation.
https://unesdoc.unesco.org/ark:/48223/pf0000186606
REF-10
United Nations Educational, Scientific and Cultural Organization. International Standard Classification of Education: ISCED 2011. 2012.
Common definitions for education programmes and attainment.
https://uis.unesco.org/sites/default/files/documents/international-standard-classification-of-education-isced-2011-en.pdf
REF-11
UNESCO Institute for Statistics. Guide to the Analysis and Use of Household Survey and Census Education Data. 2004.
Methods for education indicators from household and census evidence, including denominators and disaggregation.
https://uis.unesco.org/sites/default/files/documents/guide-to-the-analysis-and-use-of-household-survey-and-census-education-data-en_0.pdf
REF-12
United Nations Statistics Division. Household Sample Surveys in Developing and Transition Countries. 2005.
Guidance on survey frames, questions, sampling and non-sampling error, weighting and analysis.
https://unstats.un.org/unsd/hhsurveys/sectiona_new.htm
REF-13
United Nations General Assembly. Convention on the Rights of Persons with Disabilities. 2006.
Equality, accessibility, inclusive education and disability-sensitive information obligations.
https://www.ohchr.org/en/instruments-mechanisms/instruments/convention-rights-persons-disabilities
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United Nations General Assembly. Convention on the Rights of the Child. 1989.
Education, non-discrimination, development, participation and best-interests obligations.
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European Commission. Education and Training Monitor 2014. 2014.
European monitoring evidence on attainment, early leaving, learning, inequality and investment.
https://op.europa.eu/en/publication-detail/-/publication/0de1b50a-7f48-11e4-9f89-01aa75ed71a1
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European Statistical System Committee. European Statistics Code of Practice. 2011.
Institutional, statistical and output principles for trustworthy official evidence.
https://ec.europa.eu/eurostat/web/quality/european-quality-standards/european-statistics-code-of-practice
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European Parliament and Council of the European Union. Regulation (EC) No 223/2009 on European Statistics. 2009.
European requirements for professional independence, quality, confidentiality and dissemination.
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European Commission. Towards Robust Quality Management for European Statistics. 2011.
Institutional strengthening and quality management for public evidence.
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REF-19
Council of the European Union. Conclusions on a Strategic Framework for European Cooperation in Education and Training (ET 2020). 2009.
European framework for lifelong learning, equity, quality and measurable education objectives.
https://eur-lex.europa.eu/legal-content/EN/TXT/?uri=CELEX:52009XG0528(01)
REF-20
European Commission. Europe 2020: A Strategy for Smart, Sustainable and Inclusive Growth. 2010.
European use of education targets within an inclusive growth strategy.
https://eur-lex.europa.eu/legal-content/EN/TXT/?uri=CELEX:52010DC2020
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Council of the European Union. Conclusions on the Social Dimension of Education and Training. 2010.
European commitments on equitable access, outcomes, disadvantage and monitoring.
https://eur-lex.europa.eu/legal-content/EN/TXT/?uri=CELEX:52010XG0526(01)
REF-22
UNESCO Institute for Statistics. Global Education Digest 2012: Opportunities Lost — The Impact of Grade Repetition and Early School Leaving. 2012.
Comparable evidence on progression, repetition and early leaving with data limitations.
https://uis.unesco.org/sites/default/files/documents/global-education-digest-2012-opportunities-lost-the-impact-of-grade-repetition-and-early-school-leaving-en_0.pdf
REF-23
United Nations Children’s Fund. Monitoring the Situation of Children and Women: Multiple Indicator Cluster Survey Manual 2005. 2006.
Household survey concepts, sampling, field quality, indicators and disaggregation.
https://mics.unicef.org/tools
REF-24
United Nations Secretary-General. Global Education First Initiative: An Initiative of the United Nations Secretary-General. 2012.
Contemporaneous priorities on access, quality and global citizenship.
https://www.un.org/millenniumgoals/pdf/The%20Global%20Education%20First%20Initiative.pdf
REF-25
World Education Forum 2015. Incheon Declaration: Education 2030 — Towards Inclusive and Equitable Quality Education and Lifelong Learning for All. 2015.
Adopted education commitments and the policy basis for inclusive, equitable quality education and lifelong learning.
https://unesdoc.unesco.org/ark:/48223/pf0000233137
REF-26
United Nations General Assembly. Addis Ababa Action Agenda of the Third International Conference on Financing for Development. 2015.
Adopted financing framework relevant to national statistical capacity, public finance and international cooperation.
https://undocs.org/A/RES/69/313
REF-27
United Nations General Assembly. Transforming Our World: The 2030 Agenda for Sustainable Development. 2015.
Adopted Agenda, Goal 4 and education target concepts governing the baseline scope.
https://undocs.org/A/RES/70/1
REF-28
UNESCO. Education 2030: Incheon Declaration and Framework for Action for the Implementation of Sustainable Development Goal 4. 2015.
Framework for Action adopted by the UNESCO General Conference and available before the evidence cut-off.
https://unesdoc.unesco.org/ark:/48223/pf0000245656

[reference-ref-01] REF-01
United Nations General Assembly Open Working Group on Sustainable Development Goals. Report of the Open Working Group of the General Assembly on Sustainable Development Goals. 2014.
The proposed universal education goal and proposed targets before intergovernmental adoption.
https://undocs.org/A/68/970

[reference-ref-02] REF-02
United Nations Secretary-General. The Road to Dignity by 2030: Ending Poverty, Transforming All Lives and Protecting the Planet. 2014.
Contemporaneous synthesis for negotiations, including universality, equality, measurement and accountability.
https://undocs.org/A/69/700

[reference-ref-03] REF-03
Independent Expert Advisory Group on a Data Revolution for Sustainable Development. A World That Counts: Mobilising the Data Revolution for Sustainable Development. 2014.
Contemporaneous proposals on data availability, disaggregation, timeliness, standards and accountability.
https://www.undatarevolution.org/report/

[reference-ref-04] REF-04
United Nations General Assembly. Fundamental Principles of Official Statistics. 2014.
Global principles of relevance, impartiality, professional methods, transparency, correction and confidentiality.
https://undocs.org/A/RES/68/261

[reference-ref-05] REF-05
Office of the United Nations High Commissioner for Human Rights. Human Rights Indicators: A Guide to Measurement and Implementation. 2012.
Rights-sensitive indicator design, disaggregation and interpretation.
https://www.ohchr.org/sites/default/files/Documents/Publications/Human_rights_indicators_en.pdf

[reference-ref-06] REF-06
UNESCO Institute for Statistics Technical Advisory Group. Towards Indicators for a Post-2015 Education Framework. 2014.
Technical proposals for measuring education access, completion, learning, skills, equity and conditions.
https://uis.unesco.org/sites/default/files/documents/towards-indicators-for-a-post-2015-education-framework-november-2014-en.pdf

[reference-ref-07] REF-07
United Nations Children’s Fund. The State of the World’s Children 2014 in Numbers: Every Child Counts — Revealing Disparities, Advancing Children’s Rights. 2014.
Evidence on disaggregation, unequal child outcomes and children absent from conventional evidence.
https://www.unicef.org/reports/state-worlds-children-2014

[reference-ref-08] REF-08
Education for All Global Monitoring Report Team. Teaching and Learning: Achieving Quality for All — EFA Global Monitoring Report 2013/4. 2014.
Evidence on unequal teaching conditions, learning and education quality.
https://unesdoc.unesco.org/ark:/48223/pf0000225660

[reference-ref-09] REF-09
Education for All Global Monitoring Report Team. Reaching the Marginalized — EFA Global Monitoring Report 2010. 2010.
Global evidence on intersecting disadvantage and educational marginalisation.
https://unesdoc.unesco.org/ark:/48223/pf0000186606

[reference-ref-10] REF-10
United Nations Educational, Scientific and Cultural Organization. International Standard Classification of Education: ISCED 2011. 2012.
Common definitions for education programmes and attainment.
https://uis.unesco.org/sites/default/files/documents/international-standard-classification-of-education-isced-2011-en.pdf

[reference-ref-11] REF-11
UNESCO Institute for Statistics. Guide to the Analysis and Use of Household Survey and Census Education Data. 2004.
Methods for education indicators from household and census evidence, including denominators and disaggregation.
https://uis.unesco.org/sites/default/files/documents/guide-to-the-analysis-and-use-of-household-survey-and-census-education-data-en_0.pdf

[reference-ref-12] REF-12
United Nations Statistics Division. Household Sample Surveys in Developing and Transition Countries. 2005.
Guidance on survey frames, questions, sampling and non-sampling error, weighting and analysis.
https://unstats.un.org/unsd/hhsurveys/sectiona_new.htm

[reference-ref-13] REF-13
United Nations General Assembly. Convention on the Rights of Persons with Disabilities. 2006.
Equality, accessibility, inclusive education and disability-sensitive information obligations.
https://www.ohchr.org/en/instruments-mechanisms/instruments/convention-rights-persons-disabilities

[reference-ref-14] REF-14
United Nations General Assembly. Convention on the Rights of the Child. 1989.
Education, non-discrimination, development, participation and best-interests obligations.
https://www.ohchr.org/en/instruments-mechanisms/instruments/convention-rights-child

[reference-ref-15] REF-15
European Commission. Education and Training Monitor 2014. 2014.
European monitoring evidence on attainment, early leaving, learning, inequality and investment.
https://op.europa.eu/en/publication-detail/-/publication/0de1b50a-7f48-11e4-9f89-01aa75ed71a1

[reference-ref-16] REF-16
European Statistical System Committee. European Statistics Code of Practice. 2011.
Institutional, statistical and output principles for trustworthy official evidence.
https://ec.europa.eu/eurostat/web/quality/european-quality-standards/european-statistics-code-of-practice

[reference-ref-17] REF-17
European Parliament and Council of the European Union. Regulation (EC) No 223/2009 on European Statistics. 2009.
European requirements for professional independence, quality, confidentiality and dissemination.
https://eur-lex.europa.eu/legal-content/EN/TXT/?uri=CELEX:32009R0223

[reference-ref-18] REF-18
European Commission. Towards Robust Quality Management for European Statistics. 2011.
Institutional strengthening and quality management for public evidence.
https://eur-lex.europa.eu/legal-content/EN/TXT/?uri=CELEX:52011DC0211

[reference-ref-19] REF-19
Council of the European Union. Conclusions on a Strategic Framework for European Cooperation in Education and Training (ET 2020). 2009.
European framework for lifelong learning, equity, quality and measurable education objectives.
https://eur-lex.europa.eu/legal-content/EN/TXT/?uri=CELEX:52009XG0528(01)

[reference-ref-20] REF-20
European Commission. Europe 2020: A Strategy for Smart, Sustainable and Inclusive Growth. 2010.
European use of education targets within an inclusive growth strategy.
https://eur-lex.europa.eu/legal-content/EN/TXT/?uri=CELEX:52010DC2020

[reference-ref-21] REF-21
Council of the European Union. Conclusions on the Social Dimension of Education and Training. 2010.
European commitments on equitable access, outcomes, disadvantage and monitoring.
https://eur-lex.europa.eu/legal-content/EN/TXT/?uri=CELEX:52010XG0526(01)

[reference-ref-22] REF-22
UNESCO Institute for Statistics. Global Education Digest 2012: Opportunities Lost — The Impact of Grade Repetition and Early School Leaving. 2012.
Comparable evidence on progression, repetition and early leaving with data limitations.
https://uis.unesco.org/sites/default/files/documents/global-education-digest-2012-opportunities-lost-the-impact-of-grade-repetition-and-early-school-leaving-en_0.pdf

[reference-ref-23] REF-23
United Nations Children’s Fund. Monitoring the Situation of Children and Women: Multiple Indicator Cluster Survey Manual 2005. 2006.
Household survey concepts, sampling, field quality, indicators and disaggregation.
https://mics.unicef.org/tools

[reference-ref-24] REF-24
United Nations Secretary-General. Global Education First Initiative: An Initiative of the United Nations Secretary-General. 2012.
Contemporaneous priorities on access, quality and global citizenship.
https://www.un.org/millenniumgoals/pdf/The%20Global%20Education%20First%20Initiative.pdf

[reference-ref-25] REF-25
World Education Forum 2015. Incheon Declaration: Education 2030 — Towards Inclusive and Equitable Quality Education and Lifelong Learning for All. 2015.
Adopted education commitments and the policy basis for inclusive, equitable quality education and lifelong learning.
https://unesdoc.unesco.org/ark:/48223/pf0000233137

[reference-ref-26] REF-26
United Nations General Assembly. Addis Ababa Action Agenda of the Third International Conference on Financing for Development. 2015.
Adopted financing framework relevant to national statistical capacity, public finance and international cooperation.
https://undocs.org/A/RES/69/313

[reference-ref-27] REF-27
United Nations General Assembly. Transforming Our World: The 2030 Agenda for Sustainable Development. 2015.
Adopted Agenda, Goal 4 and education target concepts governing the baseline scope.
https://undocs.org/A/RES/70/1

[reference-ref-28] REF-28
UNESCO. Education 2030: Incheon Declaration and Framework for Action for the Implementation of Sustainable Development Goal 4. 2015.
Framework for Action adopted by the UNESCO General Conference and available before the evidence cut-off.
https://unesdoc.unesco.org/ark:/48223/pf0000245656

ICEQC-R-2015-08 — Baseline Requirements for Monitoring the Education Targets of the 2030 Agenda