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| Criterion |  Engineering Failure Scenario Analysis |  UX Research Empathy Mapping |  Growth A/B Testing |
|---|---|---|---|
Purposedifferent | In critical processes, it is not enough to plan only for the normal case. Failure Scenario Analysis looks at the path into failure and shows which failures, chains, and control gaps cause the most damage. | When a lot is assumed about a target group but little is seen jointly, empathy mapping makes knowledge and gaps directly comparable. The picture also shows which assumptions hold up and where evidence is missing. | When two variants compete, discussions quickly decide by taste rather than effect. A/B Testing checks behavior under controlled conditions and separates real improvement from chance or expectation effects. |
Complexitydifferent | Medium | Low | High |
Timedifferent | 1-3 h | 30–60 min | 1-4 Wochen |
Participantsdifferent | 3-8 | 4-8 | 1-6 |
Formatdifferent | Workshop | Workshop | Async |
Outputdifferent | Failure Scenarios, Risk Notes, Control Gaps, Test and Response Actions | Empathy Map, Assumptions List, Research Gaps | Experiment results, Decision log, Learning summary |
Tagsno overlap | FailureResilienceRisk | SynthesisQualitativeWorkshop | ExperimentsGrowthAnalyticsValidation |
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