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| Criterion |  UX Research Empathy Mapping |  Decision Making Decision Framing Workshop |  Decision Making DACI |  Decision Making RAPID |
|---|---|---|---|---|
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. | When a decision is poorly framed, even good answers deliver little value. A Decision Framing Workshop sharpens the problem, goal, and boundaries before the actual weighing begins. | 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. | In complex management decisions, clarity is often missing about who recommends, who agrees, and who makes the decision. RAPID creates this assignment and stabilizes decisions across several levels. |
Complexitydifferent | Low | Medium | Low | Medium |
Timedifferent | 30–60 min | 60-120 min | 30-60 min | 45-90 min |
Participantsdifferent | 4-8 | 4-10 | 2-10 | 3-12 |
Formatdifferent | Workshop | Workshop | Workshop + async | Workshop + async |
Outputdifferent | Empathy Map, Assumptions List, Research Gaps | Decision Frame, Decision Question, Criteria List, Evidence Plan | DACI Matrix, Decision Owner, Decision Log | RAPID Role Map, Recommendation, Decision Log |
Tagsno overlap | SynthesisQualitativeWorkshop | Decision framingAlignmentCriteriaOptions | DecisionRolesGovernanceAlignment | DecisionRolesGovernance |