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| Criterion |  Decision Making Trade-off Analysis |  UX Research Affinity Diagramming |  Decision Making Decision Matrix |  UX Research Empathy Mapping |
|---|---|---|---|---|
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 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 several options collide with several criteria, comparison quickly becomes subjective. A Decision Matrix makes the trade-off visible and brings weighting, criteria, and options into a shared 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. |
Complexitydifferent | Medium | Low | Medium | Low |
Timedifferent | 45-120 min | 45–90 min | 45-90 min | 30–60 min |
Participantsdifferent | 2-8 | 3-10 | 2-8 | 4-8 |
Formatdifferent | Workshop + async | Workshop | Workshop + async | Workshop |
Outputdifferent | Trade-off Matrix, Criteria List, Decision Rationale, Accepted Downsides | Theme clusters, Insight statements, Opportunity areas | Decision Matrix, Scoring Rationale, Selected Option | Empathy Map, Assumptions List, Research Gaps |
Tagsno overlap | TradeoffsDecisionCriteriaOptions | SynthesisQualitativeRoot cause | DecisionCriteriaScoringTradeoffs | SynthesisQualitativeWorkshop |