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| Criterion |  UX Research Empathy Mapping |  Knowledge Modeling Knowledge Mapping |  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. | Knowledge Mapping makes knowledge, gaps, and transfer paths visible across a field. It fits when expertise should not just exist but also be findable and transferable. | 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 | Medium | High |
Timedifferent | 30–60 min | 1-3 h | 1-4 h |
Participantsdifferent | 4-8 | 3-12 | 3-8 |
Formatsame | Workshop | Workshop | Workshop |
Outputdifferent | Empathy Map, Assumptions List, Research Gaps | Knowledge Map, Critical Knowledge Areas, Transfer Plan | Challenge Findings, Risk Register, Mitigation Plan |
Tagsno overlap | SynthesisQualitativeWorkshop | KnowledgeMappingRisk | RiskDecisionSensemaking |
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Methods with strong topical overlap with the current selection, not yet in the comparison.
