Sample data · illustrative onlyCampus reporting

See what needs attention, not just what looks impressive.

Reporting should help an authorised institutional team understand programme status, participation, learning progress and limitations.

Illustrative programmeFinancial capability pilot

Sample cohort · no real students

80Invited

61Started

44Completed pathway

55Completed follow-up assessment

Illustrative cohort comparison
Cohort	Invited	Started	Completed	Area to review
Faculty group A	40	33	25	Debt and interest
Faculty group B	40	28	19	Scam recognition

Text equivalent

In this fictional example, 61 of 80 invited students started and 44 completed. Group B had lower completion. The programme team should investigate access, communication and timing before assuming lack of interest.

Responsible interpretation

Reporting supports questions; it does not prove causation.

Programme status

What is happening?

Invitations, starts, pathway completion and assessment availability.

Learning progress

Where is support needed?

Aggregate progress and assessment patterns, interpreted with cohort context.

Safeguards

Who should see what?

Appropriate access, data minimisation and aggregate reporting should be agreed before launch.

Discuss reporting needs Review student-data principles