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| Criterion |  UX Research Empathy Mapping |  Product Strategy RICE Scoring |  UX Research Affinity Diagramming |  Decision Making Decision Matrix |
|---|---|---|---|---|
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 many initiatives compete for the same resources, it brings reach, impact, confidence, and effort into one shared ranking. It makes prioritization economically connectable. | 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. |
Complexitydifferent | Low | Medium | Low | Medium |
Timedifferent | 30–60 min | 60-90 min | 45–90 min | 45-90 min |
Participantsdifferent | 4-8 | 2-10 | 3-10 | 2-8 |
Formatdifferent | Workshop | Workshop + async | Workshop | Workshop + async |
Outputdifferent | Empathy Map, Assumptions List, Research Gaps | RICE Scores, Ranked List, Assumption Log | Theme clusters, Insight statements, Opportunity areas | Decision Matrix, Scoring Rationale, Selected Option |
Tagsno overlap | SynthesisQualitativeWorkshop | PrioritizationScoringRoadmapTradeoffs | SynthesisQualitativeRoot cause | DecisionCriteriaScoringTradeoffs |