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| Criterion |  Decision Making Cynefin Workshop |  UX Research Empathy Mapping |  Decision Making Assumption Surfacing |
|---|---|---|---|
Purposedifferent | When problems are unclear, chaotic, or only seemingly familiar, standard recipes fall short. A Cynefin Workshop sorts situations by the nature of their problem and connects them with matching action logic. | 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. | Plans often contain assumptions that were never openly stated and remain dangerous precisely because of that. Assumption Surfacing makes these silent premises visible and prioritizes which of them carry the initiative or could sink it. |
Complexitydifferent | Medium | Low | Low |
Timedifferent | 60-180 min | 30–60 min | 45-90 min |
Participantsdifferent | 4-20 | 4-8 | 2-8 |
Formatdifferent | Workshop | Workshop | Workshop + async |
Outputdifferent | Cynefin Map, Domain-specific Actions, Sensemaking Notes | Empathy Map, Assumptions List, Research Gaps | Assumption List, Critical Assumptions, Learning Plan |
Tagsno overlap | ComplexitySensemakingDecision | SynthesisQualitativeWorkshop | AssumptionsRiskDecisionDiscovery |
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