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| Criterion |  Decision Making DACI |  UX Research Affinity Diagramming |  UX Research Empathy Mapping |  Facilitation Decision Jam |
|---|---|---|---|---|
Purposedifferent | In cross-functional decisions, responsibilities quickly blur between approval, influence, and execution. DACI arranges these roles so decision pressure, contribution, and information stay cleanly separated. | 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 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 a decision is stuck, Decision Jam loosens the knot through structured separation of problem, idea, and selection. The format creates movement without jumping prematurely at the first seemingly elegant answer. |
Complexitysame | Low | Low | Low | Low |
Timedifferent | 30-60 min | 45–90 min | 30–60 min | 60-90 min |
Participantsdifferent | 2-10 | 3-10 | 4-8 | 4-10 |
Formatdifferent | Workshop + async | Workshop | Workshop | Workshop |
Outputdifferent | DACI Matrix, Decision Owner, Decision Log | Theme clusters, Insight statements, Opportunity areas | Empathy Map, Assumptions List, Research Gaps | Problem Cluster, Prioritized Challenge, Experiment |
Tagsno overlap | DecisionRolesGovernanceAlignment | SynthesisQualitativeRoot cause | SynthesisQualitativeWorkshop | FacilitationDecisionProblem solvingWorkshop |