Data and research analysis

Global Report on Teachers: evidence for supply, retention and professional support

Data and Research Analysis

The Global Report on Teachers presents shortage estimates and a policy roadmap; local records remain necessary to establish staffing conditions.

A shortage measured across the teaching profession

The Global Report on Teachers presents shortage as both a numerical and professional-system challenge. Its projected global deficit of 44 million primary and secondary teachers is a system-level estimate. Provider action needs to address recruitment, equitable deployment, retention, working conditions, professional learning and leadership as connected conditions.[S1]

The Global Report treats teacher shortages as the result of connected pressures across supply, recruitment, preparation, allocation, working conditions and retention. A global shortfall estimate communicates scale, but the institutional consequence depends on the roles and learner groups affected. Stable overall staffing can coexist with shortages in a subject, phase, language, location or specialist support function.[S1]

Findings in the Global Report on Teachers

The report combines international data with analysis of teacher supply, attrition, qualification, policy and financing. It identifies especially large needs in sub-Saharan Africa and examines the declining attractiveness of the profession in other settings. Local diagnosis can use establishment, vacancy, turnover, absence, workload, qualification and learner-access records with consistent definitions.[S1]

The report's chapters address how shortages are measured, why people enter or leave teaching, the status and conditions of the profession, professional development and financing. These themes support a local evidence set covering authorized staffing, vacancies, turnover, absence, workload, qualifications, induction, development and exit reasons. Learner timetables and continuity records connect workforce conditions to education delivery.[S1]

Retention analysis can distinguish voluntary and involuntary exits, internal transfers, retirement and temporary contract endings. It can also compare early-career, subject, location and demographic patterns where lawful and statistically responsible. Actions such as workload change, mentoring or compensation then need a defined target and follow-up period. Otherwise, normal workforce fluctuation may be mistaken for the effect of the intervention.[S1]

Connecting global evidence to workforce records

The report concerns the global primary and secondary teacher workforce while discussing broader professional issues. A national shortage estimate does not establish the position of a particular institution, subject or location. Workforce planning also needs the provider’s delivery model and projected learner demand.[S1]

Global and regional projections are designed for policy planning, not direct appraisal of one employer. Teacher definitions, qualification routes, working time and population forecasts differ between systems. A provider analysis must define which staff are counted and distinguish permanent, temporary, contract and unfilled provision. Responsibilities held by government or a central employer remain outside the provider's sole control.[S1]

Forecast and comparability limits

Definitions of qualified teacher and shortage vary. Headcount can conceal full-time-equivalent capacity, subject mismatch and uneven distribution. Recruitment growth without retention or professional support can leave the underlying risk unresolved.[S1]

Forecasts depend on demographic, enrolment and attrition assumptions and change when those inputs change. Surveyed intentions to leave are not the same as recorded exits. An increase in appointments may also conceal turnover or deployment gaps. Evidence of professional development shows participation but not necessarily competence or effect in the learning environment.[S1]

Teacher evidence within ICEQC analysis

ICEQC uses the report solely as external workforce evidence. Its global estimate is not a certification threshold, and citation conveys no institutional endorsement by UNESCO or the Teacher Task Force. No later ICEQC clause is backdated into the article.

ICEQC can use the report as external evidence of workforce risks and policy context. It does not adopt the global estimate as a provider threshold or imply recognition by UNESCO or the Teacher Task Force. Later ICEQC requirements are not applied to the historical article.