{"schema_version":"ICEQC_NEWS_ARTICLE_V1","id":"iceqc-news-f9791790231422ff","slug":"2013-05-01-data-governance-in-monitoring-evidence-informed-teaching","language":"en","publication_status":"READY_FOR_IMPORT","publication_date":"2013-05-01","last_modified_date":"2013-05-01","title":"Data governance in monitoring evidence-informed teaching","summary":"Assesses evidence on data governance in monitoring evidence-informed teaching, 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":"Teaching quality agenda","reference_authority":"Relevant public authorities and official international sources","sections":[{"heading":null,"paragraphs":["Current consideration of evidence-informed teaching is informed by the teaching quality agenda, with consequences for governance, evidence and the treatment of affected learners. Data used for the available evidence 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. Arrangements for the comparison should provide accurate information, timely support and an accessible route for correction or review without adverse treatment. Analysis of the comparison should state the unit of analysis, reference period, coverage, exclusions and treatment of missing information. Comparative findings should not conceal differences capable of changing their meaning."]},{"heading":"Evidence base for data governance in monitoring evidence-informed teaching","paragraphs":["Analysis of evidence-informed teaching 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. Decision-makers should state which matters are evidenced, which express policy and which require authorised judgement.","For the available evidence, the public interest is not confined to institutional compliance. For the measure, education quality depends on sufficient numbers of competent staff who are prepared, supported and assigned work they can perform effectively. In relation to data governance in monitoring evidence-informed teaching, where learners rely on published information or support decisions, errors should be identifiable and capable of prompt, fair correction.","A focused examination of the comparison requires a clear analytical discipline. Oversight of the available evidence should reflect the principle that the subject should be examined as a connected system of policy, people, resources, decisions and evidence. Governance of the available evidence requires a clear allocation of authority, information and follow-through. A material issue should not remain with a function lacking authority to resolve it.","Responsibility for the issue should be visible at the point where consequential decisions are made. Any indicator used in relation to the comparison should distinguish description from causal explanation. A reported result should state how outcomes are distributed and where transfer beyond the observed setting is not supported.","Analysis of the analysis should state the unit of analysis, reference period, coverage, exclusions and treatment of missing information. Material concerns include weak evaluation of teaching support, use of staff outside their competence, professional learning disconnected from practice, and workload that limits preparation and feedback. Risk assessment for the analysis should consider severity, reach, duration, recurrence and detectability, with escalation where learner impact may be material.","Assurance of the analysis should draw on more than one form of evidence. Useful records include induction and professional learning participation, support and supervision records, workload and allocation data, observation and learner feedback, and workforce plans and vacancy information."]},{"heading":"Coverage and comparability","paragraphs":["A proportionate method is available for evidence-informed teaching. The method for the available evidence is to map the complete process, identify the intended result and responsible authority at each stage, and test normal cases together with exceptions. The conclusion should identify whether further sampling or system-level action is required.","Publication of findings on the analysis should distinguish observed values, estimates and interpretation.","Interpretation of the available evidence should avoid two errors: treating a formal commitment as proof of effect, and treating one adverse case as proof that every part of the system has failed. A proportionate examination of the analysis should test routine operation together with adverse and exceptional cases across the relevant delivery settings. For the measure, a single indicator rarely provides an adequate account of quality. Quantitative evidence should be considered with implementation records and the experience of affected learners.","Decisions concerning the analysis should remain traceable to the information available for the stated reference period. Any indicator used in relation to the measure should distinguish description from causal explanation. Analysis of the measure should state the unit of analysis, reference period, coverage, exclusions and treatment of missing information.","Where the comparison involves partners, suppliers or several public bodies, responsibility should be mapped across the complete service. Governance between participating bodies should make information duties and corrective authority explicit. A proportionate examination of the available evidence should test routine operation together with adverse and exceptional cases across the relevant delivery settings.","The measure of progress on the analysis is not the amount of policy or documentation produced."]}],"word_count":690,"content_hash":"sha256-ab8c3a57ebba78a906b6e5d7b3ea280d99218bb798d01f3c72fc2201cb788660","seo_keywords":["data governance in monitoring evidence-informed teaching","international education data research","education quality","ICEQC"],"schema_type":"AnalysisNewsArticle"}