Learning Lab · Evidence & Practice

What can the evidence actually support?

Learning Lab examines the space between doing educational work and making claims about what changed. The aim is practical: define the question, choose evidence that fits it, and keep the conclusion within what the evidence can establish.

How Anhaya reports impact →

Use this collection when: you are designing a programme, choosing a learning measure, interpreting workshop evidence, writing a report or deciding whether a result supports an output, learning or outcome claim.

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01 · Activity, output and outcome

A Workshop Is Not an Outcome

A workshop can be well delivered and still leave a different question unanswered: what changed? This piece separates delivery, outputs, immediate learning, application and longer-term outcomes.

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The Learning Lab rule

Make the strongest conclusion the evidence supports — not the strongest conclusion the programme would like to make.

That means a participation record can remain a participation record. A learner artefact can be useful without being called an outcome. A post-session assessment can show demonstrated performance without automatically proving improvement. Stronger claims remain possible when stronger evidence exists.

Evidence standard

Learning Lab follows Anhaya's editorial evidence standard: what was carried out, what was observed, what a participant reported, what external research says and what Anhaya concludes should remain distinguishable. Limitations belong beside the claims they constrain.

Read the impact methodology → Back to Knowledge Library