{"schema_version":"ICEQC_NEWS_ARTICLE_V1","id":"iceqc-news-88013f41829715d0","slug":"2020-01-10-education-data-governance-escalation-and-management-oversight","language":"en","publication_status":"READY_FOR_IMPORT","publication_date":"2020-01-10","last_modified_date":"2020-01-10","title":"Education data governance: escalation and management oversight","summary":"Provides an evidence-led method for improving education data governance: escalation and management oversight, from definition of the problem to review of effectiveness.","category":{"code":"QUALITY_IMPROVEMENT_METHODS","label":"Quality Improvement Methods"},"article_type":"Quality improvement method","publisher":"International Council for Education Quality Certification (ICEQC)","jurisdictional_scope":"International","historical_reference_basis":"Public reporting and learner-record responsibilities in 2020","reference_authority":"Relevant public authorities and official international sources","sections":[{"heading":null,"paragraphs":["At the publication date, Public reporting and learner-record responsibilities in 2020 provides the relevant international context for education data governance. Any consequential application still requires evidence from the affected jurisdiction or institution. Intervention in the practice should be proportionate to the identified condition and tested where risk permits. Wider implementation should follow evidence of benefit and acceptable unintended effects. Data used for the intervention should be interpreted against stable definitions and an identifiable population. A revision or break in series should not be reported as a change in performance.","Consideration of the corrective programme should retain the date and status of Public reporting and learner-record responsibilities in 2020. Later developments should not be read into the position available at publication. The findings should be interpreted only at the level represented by the underlying data. A national or international pattern may justify closer review of the practice, but provider-level action requires evidence relating to the affected provision. Analysis of the intervention should state the unit of analysis, reference period, coverage, exclusions and treatment of missing information. A comparison is reliable only if material differences remain visible."]},{"heading":"Scope of the improvement","paragraphs":["For education data governance, the public interest is not confined to institutional compliance. Risk assessment for the corrective programme should consider severity, reach, duration, recurrence and detectability, with escalation where learner impact may be material. Improvement work on the issue under review should begin with a verified problem, defined baseline and measurable outcome. Completion should depend on evidence of effect rather than completion of planned activity.","A focused examination of the issue under review requires a clear analytical discipline. The record for the issue under review should identify the responsible function, decision authority and escalation route. Naming a coordinator without these conditions may obscure rather than clarify responsibility. In relation to education data governance, an imprecise scope or measure may produce a credible-looking record that does not answer the relevant decision question.","Implementation of the corrective programme should be organised around a decision that can be tested. Analysis of the issue under review should state the unit of analysis, reference period, coverage, exclusions and treatment of missing information. Reliability depends on preserving the material distinctions between the matters compared. The record for the practice should identify the responsible function, decision authority and escalation route.","Assurance of the corrective programme should draw on more than one form of evidence. At the publication date, Public reporting and learner-record responsibilities in 2020 provides the relevant international context for the issue under review. The public-interest assessment of the intervention should consider access, learning, fair treatment and the reliability of information on which learners make consequential decisions. System-wide assurance cannot be inferred from a favourable case chosen after the event."],"bullets":["Define information required for oversight.","Escalate material exceptions.","Assign decision authority explicitly.","Verify corrective action independently.","Test management assurance."]},{"heading":"Implementation responsibilities","paragraphs":["Failure in relation to education data governance may arise even where the stated policy is reasonable. Material concerns include governing bodies receiving activity data instead of outcome evidence, material risks omitted from reporting, management assurance accepted without testing, and corrective action closed without verification. Risk assessment for the improvement objective should consider severity, reach, duration, recurrence and detectability, with escalation where learner impact may be material.","Implementation of the corrective programme can be tested without imposing unnecessary reporting. Responsibility for the improvement objective should be identifiable at each consequential decision point. Delegating operational work does not transfer accountability for its effect on learners. Improvement work on the practice should begin with a verified problem, defined baseline and measurable outcome. Corrective action concerning the intervention should address the identified cause, assign responsibility and set a review period. Residual risk should remain open until sustained improvement is demonstrated.","Data used for the improvement objective should be interpreted against stable definitions and an identifiable population. Reporting should identify a break in comparability before describing movement over time. A completed task does not close the matter unless improvement in the relevant condition is established. The principal risks associated with the improvement objective should be assessed as connected conditions.","Review of the practice should give particular attention to adverse cases, unequal effects and errors that learners may be unable to identify or remedy after the event. Oversight of the improvement objective should reflect the principle that governance structures do not provide assurance merely because committees exist. For the improvement objective, improvement data should not be selected only because it is readily available.","Responsibility for the issue under review should be identifiable at each consequential decision point. Delegation should identify both the operating role and the body retaining oversight of learner impact. Responsibility for the corrective programme should be identifiable at each consequential decision point. Consideration of the practice should remain focused on demonstrable operation, material effects and the action required where the intended outcome is not achieved.","Improvement work on the corrective programme should begin with a verified problem, defined baseline and measurable outcome. In relation to education data governance, if definitions, coverage or evidence alter an earlier conclusion, the reason should be stated so that revision is not mistaken for changed performance.","Corrective action concerning the corrective programme should address the identified cause, assign responsibility and set a review period. Assurance should be withheld for the affected scope until the limitation is resolved."]}],"word_count":878,"content_hash":"sha256-22bd6710f0adaa55ca26bdd0b230437481da3f98074be6390cc36be67e2740b5","seo_keywords":["education data governance","education quality improvement","education quality","ICEQC"],"schema_type":"TechArticle"}