Frame the question
When learners show different outcomes, what questions help distinguish access, context and measurement?
Look through several lenses
- Outcome definition and measurement
- Access to learning resources
- Institutional practices
- Learner experience
- Data governance and privacy
Worked learning case
Illustrative case: two course groups have different submission rates. Before explaining the gap, check enrollment timing, assignment access, work schedules, platform access, missing records and how the denominator was defined.
Trade-offs to compare
Consider feasibility, distribution of benefits and burdens, reversibility, time horizon, missing evidence and who should review the result.
Limits
This is a reasoning aid, not a diagnosis of a real institution or a ranking of learners.