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Paper · arXiv

OBER+: Continuity-Aware Reporting and Traceable Continuous Improvement in Outcome-Based Education

Institutions practising outcome-based education compute learning outcome attainment routinely, while reviews of curriculum analytics report an absence of evidence on how that computation informs decisions. This paper presents OBER+, an extension of a deployed institutional attainment platform that computes the step from a measured shortfall to an evaluated corrective action. Five connected stages accumulate attainment across deliveries of a course, signal a shortfall and a persistent shortfall, grade it on cutoffs the regulator already uses, record the decision against a catalogue of practices annotated with their evidence, log the change, and quantify the subsequent movement in the short...

AuthorsElakkiya Rajasekar
Primary categorycs.LG
Published3 September 2026
Last updated at source3 September 2026
cs.LGcs.CLcs.CY
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