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| Criterion |  Decision Making Argument Mapping |  UX Research Empathy Mapping |  UX Research Affinity Diagramming |  Decision Making Cynefin Workshop |
|---|---|---|---|---|
Purposedifferent | When statements, evidence, and counterarguments get mixed up, a debate quickly loses its structure. Argument Mapping breaks a thesis down into its reasoning and makes visible what it really rests on. | 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 research notes, feedback, or observations sit unconnected side by side, affinity diagramming sorts the raw material into solid themes. Many individual points turn into patterns that make decisions and opportunities clearer. | 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. |
Complexitydifferent | Medium | Low | Low | Medium |
Timedifferent | 1-3 h | 30–60 min | 45–90 min | 60-180 min |
Participantsdifferent | 1-8 | 4-8 | 3-10 | 4-20 |
Formatdifferent | Workshop + async | Workshop | Workshop | Workshop |
Outputdifferent | Argument Map, Evidence Gaps, Decision Rationale | Empathy Map, Assumptions List, Research Gaps | Theme clusters, Insight statements, Opportunity areas | Cynefin Map, Domain-specific Actions, Sensemaking Notes |
Tagsno overlap | SensemakingDecisionRationale | SynthesisQualitativeWorkshop | SynthesisQualitativeRoot cause | ComplexitySensemakingDecision |