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Practice

Check causal time order

A proposed cause was introduced after the measured improvement had already begun. What is the main reasoning problem?

Causal evidence ladder

Timing is necessary, but alternatives still need testing

  1. ObserveDescribe the outcome
  2. SequenceCause must come first
  3. MechanismExplain the pathway
  4. CompareUse equivalent cases
  5. AlternativesMeasure other changes
  6. BoundUse evidence-sized language

A causal interpretation grows stronger when sequence, mechanism, fair comparison, repeated evidence, and competing explanations agree.

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