{"schema_version":"ICEQC_NEWS_ARTICLE_V1","id":"iceqc-news-8b40e651615d51ac","slug":"2011-10-06-data-governance-in-monitoring-education-in-armed-conflict","language":"en","publication_status":"PUBLISHED","publication_date":"2011-10-06","last_modified_date":"2011-10-06","title":"Data governance in monitoring education in armed conflict","summary":"Assesses evidence concerning education in armed conflict, with particular attention to definitions, population coverage, comparability and uncertainty.","category":{"code":"DATA_RESEARCH","label":"Data Research"},"article_type":"Data and research analysis","publisher":"International Council for Education Quality Certification (ICEQC)","jurisdictional_scope":"International","historical_reference_basis":"2011 Education for All monitoring focus","reference_authority":"United Nations Educational, Scientific and Cultural Organization","sections":[{"heading":null,"paragraphs":["The immediate international context is the 2011 Education for All monitoring focus. Its significance for education in armed conflict lies in the quality of implementation rather than in formal acknowledgement alone. Comparable indicators can support public decision-making, but they do not remove the need to examine variation within systems and institutions."]},{"heading":"Analytical scope","paragraphs":["The relevance of the 2011 Education for All monitoring focus is contextual. Consequential findings on education in armed conflict require current, attributable evidence for the scope concerned.","For education in armed conflict, the 2011 Education for All Global Monitoring Report, The Hidden Crisis: Armed Conflict and Education, examines the effects of violence, displacement and insecurity on access, finance and learning. It also addresses protection and the role of education in conflict-affected settings. Continuity measures should preserve safe access and records while avoiding arrangements that expose learners, deepen exclusion or weaken the reliability of education outcomes.","In the context of education in armed conflict, responsibility should be identifiable at the point where consequential decisions are made. When examining education in armed conflict, a sound interpretation should identify the unit of analysis, reference period, denominator, exclusions, missing values and any change in definition or collection practice.","Review of the issue should be based on a stated method rather than general assurance. For the analysis, the subject should be examined as a connected system of policy, people, resources, decisions and evidence. End-to-end assurance is required because individual functions may operate as designed while the combined process fails. For decisions concerning education in armed conflict, the method, assumptions and limitations should be stated in terms suitable for responsible decision-making.","Relevant evidence for the analysis will normally include a current continuity plan with decision thresholds, records of affected learners and essential services, review of temporary measures and return criteria, alternative delivery and accessibility arrangements, and assessment variation approvals. In work concerning education in armed conflict, an unresolved contradiction is a limitation on the conclusion and should be reported as such."]},{"heading":"Definitions and data coverage","paragraphs":["As regards education in armed conflict, the relevant outcome should be capable of direct and consistent explanation. Where education in armed conflict is under review, continuity arrangements should preserve safe access to learning while protecting academic standards, records, welfare and fair treatment under constrained conditions. For the assessment of education in armed conflict, inputs and formal commitments should be distinguished from demonstrated operation and outcome. For education in armed conflict, authorities and providers require evidence of operation and effect, with a route to identify and correct unequal or unintended consequences.","A narrow control over the comparison may create false assurance. In the present context, temporary measures becoming permanent without review, unsafe or unsuitable learning arrangements and unequal access to replacement provision may produce acceptable aggregate reporting while individual learners remain exposed to material disadvantage. In the context of education in armed conflict, the test should deliberately include exceptions and cases in which the expected outcome was not achieved."],"bullets":["Prioritise learners facing the greatest barriers.","Identify essential education and protection functions.","Review the validity of assessment before it is relied on for a decision with material effect.","Maintain secure communication and records, identifying the accountable function and affected scope.","Monitor participation and welfare."]},{"heading":"Use of the findings","paragraphs":["Authorities and providers reviewing education in armed conflict should proceed in a defined sequence. A competent review of the available evidence should map the complete process, identify the intended result and responsible authority at each stage, and test normal cases together with exceptions. The conclusion should differentiate an individual error from evidence of a wider control weakness.","The analytical record for education in armed conflict should state the research question, data source, unit of analysis, reference period, coverage, exclusions, treatment of missing values and principal limitations.","For decisions concerning education in armed conflict, analysis should remain within the limits of the evidence. For the measure, association should not be presented as causation, and statistical significance should not be treated as evidence of educational importance without further analysis. The analysis proceeds on the basis that continuity should not be measured only by whether teaching activity continues.","In work concerning education in armed conflict, decisions concerning the analysis should remain traceable to the information available for the stated reference period. As regards education in armed conflict, the reason for revision should be explicit, including whether it arises from new evidence, a methodological change or a different interpretation. Where education in armed conflict is under review, transparent treatment of reporting changes prevents artificial movement from being read as substantive progress or decline."]},{"heading":"Uncertainty and safeguards","paragraphs":["Public reporting on education in armed conflict should distinguish established fact, analytical judgement and planned action. For the assessment of education in armed conflict, changes to definitions or evidence should be recorded separately from changes in educational performance.","Responsibility for the available evidence should be identifiable at each consequential decision point. Accountability for learner impact should remain explicit when delivery tasks are delegated. For education in armed conflict, institutional improvement and public confidence both depend on transparent responsibility and credible evidence."]}],"word_count":828,"content_hash":"sha256-45f802dce336b255d53aab7772e09c0a224cfa273eb872fee97873e859dea1f6","seo_keywords":["data governance in monitoring education in armed conflict","international education data research","education quality","ICEQC"],"schema_type":"AnalysisNewsArticle"}