{"schema_version":"ICEQC_NEWS_ARTICLE_V1","id":"iceqc-news-fd3bad99e3d560f0","slug":"2014-07-09-data-governance-in-monitoring-teacher-workforce-planning","language":"en","publication_status":"READY_FOR_IMPORT","publication_date":"2014-07-09","last_modified_date":"2014-07-09","title":"Data governance in monitoring teacher workforce planning","summary":"Reviews data governance in monitoring teacher workforce planning and identifies the conditions required for sound interpretation, responsible comparison and defensible.","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 teacher supply pressures","reference_authority":"United Nations Educational, Scientific and Cultural Organization","sections":[{"heading":null,"paragraphs":["In 2014, consideration of teacher workforce planning must take account of the global teacher supply pressures and the responsibilities it places before education systems. Oversight of the measure should reflect the principle that evidence should inform action without implying a level of precision, coverage or causal certainty that the underlying data cannot support.","The governing expectation for the available evidence should be capable of consistent application. A decision concerning the analysis should recognise that trend claims require comparable observations over time and a documented account of revisions, breaks in series and changes in coverage. In relation to data governance in monitoring teacher workforce planning, terms governing eligibility, support, assessment, reporting or review should prevent materially different treatment without recorded justification."]},{"heading":"Analytical scope","paragraphs":["The historical reference basis is the global teacher supply pressures. Its relevance to teacher workforce planning should be assessed against the affected jurisdiction, learner population and form of provision. Any consequential application should rest on evidence suited to the affected scope, not on the existence of an international development alone.","In practical terms, the measure should be reviewed against a stated method rather than general assurance. Oversight of the measure should reflect the principle that the subject should be examined as a connected system of policy, people, resources, decisions and evidence. The most consequential weakness may arise at a handover rather than within one responsible function. The method, assumptions and limitations should be stated in terms suitable for responsible decision-making.","Failure in relation to the available evidence may arise even where the stated policy is reasonable. Material concerns include deployment unrelated to learner need, workload that limits preparation and feedback, use of staff outside their competence, and weak evaluation of teaching support. The assessment of an exception should address severity, persistence and the likelihood that the condition is more widely present.","The evidential record for the comparison should permit a reviewer to trace the matter from decision to outcome. This may require induction and professional learning participation, workforce plans and vacancy information, workload and allocation data, and retention and continuity indicators, supported by qualification and competence records and observation and learner feedback. Conflicting records, absent populations and uncertain follow-through require additional testing."]},{"heading":"Definitions and data coverage","paragraphs":["A proportionate method is available for teacher workforce planning. In reviewing the comparison, responsible bodies should 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. Averages should be tested against adverse cases that may indicate unequal effect or incomplete operation.","Records relating to the issue should preserve both the conclusion and its limits. A changed evidential position should be applied to the affected scope, including prior decisions that may no longer be reliable. The correction process should identify prior users and decisions where published information has had material effect."],"bullets":["Where do exceptions occur?","What outcome is intended?","What action is required by the finding?","Which evidence establishes operation?","Who controls each stage?"]},{"heading":"Use of the findings","paragraphs":["Public reporting on teacher workforce planning should distinguish established fact, analytical judgement and planned action. Revision history should remain available where users have relied on the earlier conclusion. A revised conclusion should distinguish a change in the underlying condition from a change in method, coverage or evidence.","Publication of findings on the comparison should distinguish observed values, estimates and interpretation."],"bullets":["Prioritise support where learner need is greatest.","Monitor workload and turnover.","Evaluate professional learning in practice.","Protect time for preparation and feedback.","Verify competence before assignment."]},{"heading":"Uncertainty and safeguards","paragraphs":["The relevant outcome should be capable of direct and consistent explanation. For teacher workforce planning, education quality depends on sufficient numbers of competent staff who are prepared, supported and assigned work they can perform effectively. Formal adoption, expenditure and activity do not in themselves establish the intended result.","Interpretation of the measure 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. Oversight of the analysis should reflect the principle that qualifications and participation in training are inputs. Oversight of the analysis should reflect the principle that association should not be presented as causation, and statistical significance should not be treated as evidence of educational importance without further analysis.","The present development should inform review of the issue, with attention to the relationship between commitment, implementation and demonstrated outcome."]}],"word_count":730,"content_hash":"sha256-4e17a1717c8b0db6b31f04e528db3455f608a052ecd14caaca1446ffca807aea","seo_keywords":["data governance in monitoring teacher workforce planning","international education data research","education quality","ICEQC"],"schema_type":"AnalysisNewsArticle"}