Summative assessment certifies what was learned at the end—exam design, scoring thresholds, certificates and the defensibility rules.
Summative assessment judges learning after instruction ends: final exams, certification tests, end-of-program projects. Its duties are coverage (content validity), stable scoring (reliability) and a defensible pass threshold—because the outcome now labels a person.
Blueprint: domains × weights × items; pass = criterion-referenced cut-score, not a curve.
A 90-point certificate threshold with documented exam blueprint turns "they finished" into "they can do it"—and survives audit.
Certification, completion proof and any moment the score enters a résumé, a compliance file or a client conversation.
Curving a certification exam turns a criterion measure into a popularity contest—set the cut-score against the standard, before results arrive.
The post-test does, if graded. The pair together is the evidence; the split is design.
20-40 well-mapped items beat 80 vague ones; every domain needs ≥4 items for a stable score.
Turn the concept into a live assessment：Summative Assessment
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