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| Criterion |  Decision Making Trade-off Analysis |  UX Research Empathy Mapping |  Decision Making Constraint Analysis |  UX Research Affinity Diagramming |
|---|---|---|---|---|
Purposedifferent | With limited resources, quality, speed, cost, and risk almost always compete with each other. Trade-off Analysis makes these tensions explicit and prevents decisions from producing hidden side effects. | 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 an initiative stalls, the limit often lies not in the idea but in hard or soft boundary conditions. Constraint Analysis separates these limits and shows which of them can actually be shaped. | 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. |
Complexitydifferent | Medium | Low | Low | Low |
Timedifferent | 45-120 min | 30–60 min | 30-90 min | 45–90 min |
Participantsdifferent | 2-8 | 4-8 | 2-8 | 3-10 |
Formatdifferent | Workshop + async | Workshop | Workshop + async | Workshop |
Outputdifferent | Trade-off Matrix, Criteria List, Decision Rationale, Accepted Downsides | Empathy Map, Assumptions List, Research Gaps | Constraint List, Hard/Soft Classification, Option Impact Notes, Decision Boundaries | Theme clusters, Insight statements, Opportunity areas |
Tagsno overlap | TradeoffsDecisionCriteriaOptions | SynthesisQualitativeWorkshop | ConstraintsDecisionPlanningOptions | SynthesisQualitativeRoot cause |