{"schema_version":"ICEQC_NEWS_ARTICLE_V1","id":"iceqc-news-5b8ed65d4dad096e","slug":"2023-06-23-data-quality-in-reporting-implementation-of-global-qualification-recognition-duties","language":"en","publication_status":"READY_FOR_IMPORT","publication_date":"2023-06-23","last_modified_date":"2023-06-23","title":"Data quality in reporting implementation of global qualification-recognition duties","summary":"Assesses evidence on data quality in reporting implementation of global qualification-recognition duties.","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":"Global convention entered into force in March 2023","reference_authority":"United Nations","sections":[{"heading":null,"paragraphs":["In 2023, consideration of implementation of global qualification-recognition duties must take account of the global convention entered into force in March 2023 and the responsibilities it places before education systems. A decision concerning the comparison should recognise that the principal analytical task is to separate an observed difference from a conclusion about its cause."]},{"heading":"Analytical scope","paragraphs":["The Global Convention on the Recognition of Qualifications concerning Higher Education entered into force on 5 March 2023 after the required twentieth ratification. For parties, it provides a framework for fair, transparent and non-discriminatory recognition, including access to assessment and treatment of refugees and displaced persons. Recognition remains a reasoned decision against stated criteria; entry into force does not establish automatic equivalence.","The system and institutional dimensions of implementation of global qualification-recognition duties should be considered together. In reviewing the issue, learners should receive accurate information about the status, level, content and recognition of learning before committing time or money across jurisdictions. Each level should be able to demonstrate the decisions and controls for which it is accountable."],"bullets":["Publish recognition and transfer conditions, with responsibility, scope and timing recorded.","State the legal and academic status of the offer.","Provide support suited to mobile learners before it is relied on for a decision with material effect.","Preserve verifiable records.","Apply criteria consistently."]},{"heading":"Definitions and data coverage","paragraphs":["The status of the reference is material. The date identified in the global convention entered into force in March 2023 marks the point at which the relevant instrument has legal or operative effect for those within its scope. It does not remove the need to identify territorial reach, transitional provisions, competent authority and the domestic measures through which obligations concerning implementation of global qualification-recognition duties are administered. A provider should not infer either universal application or exemption from the date alone.","In practical terms, the analysis should be reviewed against a stated method rather than general assurance. For the measure, data quality comprises accuracy, completeness, timeliness, consistency and traceability. Strength in one dimension does not compensate automatically for weakness in another, particularly where the information informs a consequential learner decision. The method, assumptions and limitations should be stated in terms suitable for responsible decision-making."]},{"heading":"Use of the findings","paragraphs":["Implementation of global qualification-recognition duties should be organised around a decision that can be tested. The analysis of the comparison proceeds on the basis that where an indicator is used as a proxy, the relationship between the proxy and the underlying educational outcome should be stated and tested. In relation to data quality in reporting implementation of global qualification-recognition duties, the implementation record should link purpose, authority, resources, operation and reported result.","Risk assessment of the analysis should give particular attention to different treatment of comparable learning, loss of records across borders, and support gaps for mobile learners. A provider should also consider jurisdictional uncertainty in complaints and claims that overstate recognition or transferability."],"bullets":["What proportion is missing or late?","Can reported values be traced to source?","Who may amend a record?","Are revisions carried through to public reports?","Are validation rules operating?"]},{"heading":"Uncertainty and safeguards","paragraphs":["The evidential record for implementation of global qualification-recognition duties should permit a reviewer to trace the matter from decision to outcome. This may require secure and verifiable learner records, published admission and recognition criteria, outcomes for mobile and non-mobile learners, and documented credit and recognition decisions, supported by cross-border agreements and responsibility maps and clear identification of providers and awarding bodies. In relation to data quality in reporting implementation of global qualification-recognition duties, further cases should be examined when the initial sample does not represent the affected scope or confirm sustained correction.","Implementation of the measure can be tested without imposing unnecessary reporting. The method for the analysis is to trace selected records to source, reconcile totals across systems, quantify missing and late submissions, review manual adjustments and retain a revision history. Escalate discrepancies that could alter a published conclusion or individual outcome. Information should not be treated as sufficient merely because it is already available; its relevance to the present question must be established."]},{"heading":"Uncertainty and safeguards","paragraphs":["Publication of findings on implementation of global qualification-recognition duties should distinguish observed values, estimates and interpretation.","the analysis should remain within the limits of the evidence. In reviewing the issue, missing or delayed information may be patterned rather than random. In this case, transparency supports fair decision-making but does not make qualifications automatically equivalent. Transparency does not make qualifications automatically equivalent; recognition requires a documented judgement for a stated purpose. Material uncertainty should result in further enquiry or an expressly limited finding.","Records relating to the measure should preserve both the conclusion and its limits. The correction record should state what the new evidence changes and which earlier conclusions or decisions require review. Where reliance has occurred, correction may require review of affected decisions as well as amendment of published information.","Public reporting on the issue should distinguish established fact, analytical judgement and planned action. Revision history should remain available where users have relied on the earlier conclusion.","The appropriate response to the available evidence is therefore one of controlled implementation and review. A clear objective, proportionate evidential basis and account of affected learners are required. Where evidence cannot support assurance, the limitation should be reported and corrective work should remain open."]}],"word_count":869,"content_hash":"sha256-019a3b5fe16afc0ea6e03f348d4c7cad90b54504b52d3f541ad4af298b7cc7d9","seo_keywords":["data quality in reporting implementation of global qualification-recognition duties","international education data research","education quality","ICEQC"],"schema_type":"AnalysisNewsArticle"}