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Learning impact

Evidence without overclaiming.

Measure contribution at the level the evidence can genuinely support.

Participation, learning, workplace application and organisational evidence answer different questions. A responsible design agrees those questions before delivery and states material limitations.

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Great Lakes ChennaiExecutive learning, made applicable.
A five-level evidence model

Agree the evidence before delivery.

Attendance is not learning, learning is not application, and application is not automatically a business result. The framework below keeps those levels distinct.

Five-level learning impact model
LevelQuestionResponsible evidence
ParticipationDid people engage and complete?Attendance, completion and activity—reported as participation, not impact.
LearningWhat capability changed?Appropriate knowledge, simulation or rubric evidence with limitations stated.
ApplicationWas learning used at work?Projects, practice, manager observation or 30/60/90-day follow-up.
OrganisationDid relevant operating evidence change?Agreed metrics with baseline and context, avoiding unsupported causality.
Sponsor valueWas the intervention useful enough to continue?Sponsor review, renewal, expansion and permissioned qualitative evidence.
Evidence rules

Every published outcome needs context.

Define

State the population, denominator, measurement period and baseline.

Trace

Record the method, source, owner and material limitations.

Govern

Secure client and participant permission, with a review and expiry date.