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| Criterion |  UX Research Empathy Mapping |  Decision Making Pre-Mortem |  Decision Making Red Teaming |
|---|---|---|---|
Purposedifferent | 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. | In early initiatives with many uncertainties, planning quickly turns too optimistic. A pre-mortem makes the expected failure visible in advance and sharpens the view of causes, gaps, and countermeasures. | For strategic decisions with high reach, agreement and gut feeling are often not enough. Red teaming brings deliberate opposition into the situation and tests where a plan breaks under real counterarguments. |
Complexitydifferent | Low | Low | High |
Timedifferent | 30–60 min | 20–45 min | 1-4 h |
Participantsdifferent | 4-8 | Small cross-functional group | 3-8 |
Formatsame | Workshop | Workshop | Workshop |
Outputdifferent | Empathy Map, Assumptions List, Research Gaps | Risk list, Mitigation plan, Assumption log | Challenge Findings, Risk Register, Mitigation Plan |
Tagsno overlap | SynthesisQualitativeWorkshop | RiskDecisionFailurePlanning | RiskDecisionSensemaking |
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