Data and research analysis
Responsible education data use: methodological considerations
The reliability of evidence on responsible education data use is examined together with the limits that apply when findings inform consequential decisions.
Official information
ICEQC notices and source-led analysis of education evidence, policy and regulatory instruments.
Showing 12 of 1061 results
1061 published articles
Data and research analysis
The reliability of evidence on responsible education data use is examined together with the limits that apply when findings inform consequential decisions.
Data and research analysis
Evidence relevant to data quality in reporting education leadership is assessed for currency, coverage and comparability, with material uncertainty stated alongside the finding.
Policy and regulatory analysis
The article examines public-interest oversight of learner complaints, distinguishing binding duties, policy commitments and the controls needed for accountable implementation.
Data and research analysis
This evidence note considers measuring public performance reporting across education systems, identifying what may be concluded reliably and which limitations must remain visible.
Standards interpretation
Interpretation of evidence for teacher professional practice identifies scope, evidence, decision authority, material exceptions and continuing review.
Quality improvement method
The approach to exceptions in internal audit links diagnosis, accountable implementation and evidence of effect to verification that the result is sustained.
Policy and regulatory analysis
Governance and public reporting in relation to oversight of non-state provision — responsible authority, implementation controls, affected parties and public accountability.
Data and research analysis
Evidence relevant to PISA 2015 is assessed for currency, coverage and comparability, with material uncertainty stated alongside the finding.
Policy and regulatory analysis
Analysis of education for sustainable development separates legal effect from policy context and identifies institutional responsibility, safeguards and public-interest risk.
Quality improvement method
A controlled method for personal data governance is set out through cause analysis, assigned responsibility, outcome measures and closure evidence.
Policy and regulatory analysis
General Comment No. 4 treats inclusive education as system transformation and distinguishes formal admission from equal participation.
Standards interpretation
Analysis of quality evidence for education for sustainable development separates stated requirements, evidence of operation and continuing effectiveness.