Brief

Assessment data review for decision-makers

Questions leaders should ask before using exam analytics to change policy, content, or learner support.

7 minute readAcademic and executive leaders

Separate signal from conclusion

Review sample size, exam design, scoring rules, missing responses, and cohort context before treating a dashboard trend as a conclusion.