Standards interpretation
Record integrity in relation to AI competency frameworks
Review of record integrity in relation to AI competency frameworks sets out the evidence, authority and controls needed to reach and maintain a defensible conclusion.
Official information
News and Updates
ICEQC notices and source-led analysis of education evidence, policy and regulatory instruments.
Showing 12 of 256 results
1061 published articles
Standards interpretation
AI competency frameworks for students and teachers: implications for institutional capability
This article examines how AI competency frameworks for students and teachers is defined, evidenced and reviewed, keeping exceptions and unresolved limitations visible.
Standards interpretation
Documenting implementation of higher education fundamental values
Interpretation of implementation of higher education fundamental values identifies scope, evidence, decision authority, material exceptions and continuing review.
Standards interpretation
Cyber resilience: what constitutes adequate evidence
Interpretation of cyber resilience identifies scope, evidence, decision authority, material exceptions and continuing review.
Standards interpretation
Quality evidence for education data governance
The evidence for quality evidence for education data governance is considered with the basis for a reliable conclusion and the limits beyond which it must not extend.
Standards interpretation
SDG 4 progress: from policy commitment to demonstrated practice
The evidence for SDG 4 progress is considered with the basis for a reliable conclusion and the limits beyond which it must not extend.
Standards interpretation
Evidence across delivery settings for cross-border provision
Review of evidence across delivery settings for cross-border provision sets out the evidence, authority and controls needed to reach and maintain a defensible conclusion.
Standards interpretation
Documenting implementation of education data governance
Requirements for implementation of education data governance are considered through evidence sufficiency, accountable decisions, corrective action and follow-up.
Standards interpretation
Applying a risk-based standard to climate education
The evidence for applying a risk-based standard to climate education is considered with the basis for a reliable conclusion and the limits beyond which it must not extend.
Standards interpretation
Assessing the effectiveness of education data governance
This article examines how education data governance is defined, evidenced and reviewed, keeping exceptions and unresolved limitations visible.
Standards interpretation
Applying a risk-based standard to post-PISA improvement planning
Controls for applying a risk-based standard to post-PISA improvement planning are examined from initial evidence through exceptions, decision authority and continuing assurance.
Standards interpretation
Evidence across delivery settings for cyber resilience
Interpretation of evidence across delivery settings for cyber resilience identifies scope, evidence, decision authority, material exceptions and continuing review.