{"schema_version":"ICEQC_NEWS_ARTICLE_V1","id":"iceqc-news-06f76e7f543c73be","slug":"2022-12-12-the-use-of-proxy-measures-in-analysing-flexible-learning-pathways","language":"en","publication_status":"READY_FOR_IMPORT","publication_date":"2022-12-12","last_modified_date":"2022-12-12","title":"The use of proxy measures in analysing flexible learning pathways","summary":"Assesses evidence on the use of proxy measures in analysing flexible learning pathways, with particular attention to definitions, population coverage, comparability.","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":"Recovery, mobility and micro-credentials","reference_authority":"Relevant public authorities and official international sources","sections":[{"heading":null,"paragraphs":["The immediate international context is the recovery, mobility and micro-credentials. Its significance for flexible learning pathways lies in the quality of implementation rather than in formal acknowledgement alone. A decision concerning the issue should recognise that the value of the present data lies in the questions it can answer reliably and in the limits it makes visible. Consequential decisions should be considered in light of learner impact, institutional duty and stewardship of educational resources. System context should determine the appropriate administrative arrangement within the governing requirements.","The governing expectation for the available evidence should be capable of consistent application. the analysis proceeds on the basis that trend claims require comparable observations over time and a documented account of revisions, breaks in series and changes in coverage. Operational definitions should be precise enough to support consistent consequential decisions and explain justified variation."]},{"heading":"Analytical scope","paragraphs":["The position at publication is informed by the recovery, mobility and micro-credentials; evidence from the affected setting remains necessary before reaching a conclusion on flexible learning pathways. Reporting should preserve the different status of facts, public expectations and choices made by institutions.","The 2022 Council Recommendation on a European approach to micro-credentials sets out elements for their description and design, including learning outcomes, workload, assessment, level where applicable, form of participation and quality information. The approach is intended to support transparency and portability. It does not make short learning experiences automatically recognised; providers should state purpose, awarding responsibility and recognition conditions accurately.","The analysis of the measure should make its decision rule explicit. The analysis of the issue proceeds on the basis that a proxy is useful only where its relationship with the intended outcome is sufficiently understood. Participation, activity and expenditure may support learning, but none constitutes direct evidence of learning without an explicit and tested connection. In relation to the use of proxy measures in analysing flexible learning pathways, a stated decision rule enables comparable examination and limits retrospective explanations of adverse evidence.","The principal risks in relation to the comparison are loss of records across borders, support gaps for mobile learners, jurisdictional uncertainty in complaints, and claims that overstate recognition or transferability. The risks are connected, and failure of one safeguard may disable or conceal another. In relation to the use of proxy measures in analysing flexible learning pathways, review should follow the sequence of decisions and records rather than assess documents in isolation.","Assurance of the issue should draw on more than one form of evidence. Useful records include published admission and recognition criteria, outcomes for mobile and non-mobile learners, clear identification of providers and awarding bodies, secure and verifiable learner records, and complaint and appeal routes."]},{"heading":"Definitions and data coverage","paragraphs":["A proportionate method is available for flexible learning pathways. For the comparison, the reviewer should state the construct to be measured, explain why the proxy is expected to represent it, test that relationship against direct evidence and identify circumstances in which the proxy may fail. Do not allow convenience to determine the measure. Contrary evidence should not be removed merely because aggregate performance appears acceptable.","The evidential trail should allow an affected decision to be identified, examined and corrected. For the measure, the responsible body should be able to identify the evidence considered, the judgement made, the person or body authorised to make it and the action that followed. The record should prevent a later amendment from being treated as if it applied when an earlier decision was made."],"bullets":["Would the decision change if the proxy were inaccurate?","What outcome does the proxy represent?","For which groups may it fail?","Is direct evidence available?","What evidence supports the relationship?"]},{"heading":"Use of the findings","paragraphs":["Accountability for flexible learning pathways should follow decision-making authority. Where work is delegated, the record should continue to identify who is accountable for material consequences to learners.","Publication of findings on the issue should distinguish observed values, estimates and interpretation."],"bullets":["Preserve verifiable records, identifying the accountable function and affected scope.","Monitor partner and jurisdictional risks.","State the legal and academic status of the offer.","Provide support suited to mobile learners.","Identify the authority responsible for each decision."]},{"heading":"Uncertainty and safeguards","paragraphs":["The quality significance of flexible learning pathways follows from a basic distinction between availability and effective provision. In reviewing the comparison, learners should receive accurate information about the status, level, content and recognition of learning before committing time or money across jurisdictions.","the analysis should remain within the limits of the evidence. For the analysis, missing or delayed information may be patterned rather than random. For the measure, transparency supports fair decision-making but does not make qualifications automatically equivalent. The basis and intended use of recognition should be explicit in each consequential decision. If uncertainty could change a consequential decision, additional evidence or a narrower conclusion is required.","The measure of progress on the comparison is not the amount of policy or documentation produced."]}],"word_count":802,"content_hash":"sha256-786eec617fad36f9c7f064a51f14dad8c08b91376d58c93b7cc77da697ea28c1","seo_keywords":["the use of proxy measures in analysing flexible learning pathways","international education data research","education quality","ICEQC"],"schema_type":"AnalysisNewsArticle"}