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| Criterion |  UX Research Affinity Diagramming |  Decision Making Decision Framing Workshop |  Facilitation Consensus Workshop |  UX Research Empathy Mapping |
|---|---|---|---|---|
Purposedifferent | 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 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. | When a group needs a solid decision without outvoting individual factions, a Consensus Workshop creates a negotiable common ground. It makes agreement, reservations, and open tensions discussable at the same time. | 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 | Low | Medium | Medium | Low |
Timedifferent | 45–90 min | 60-120 min | 1-3 h | 30–60 min |
Participantsdifferent | 3-10 | 4-10 | 5-30 | 4-8 |
Formatsame | Workshop | Workshop | Workshop | Workshop |
Outputdifferent | Theme clusters, Insight statements, Opportunity areas | Decision Frame, Decision Question, Criteria List, Evidence Plan | Consensus Clusters, Theme Titles, Priority Areas | Empathy Map, Assumptions List, Research Gaps |
Tagsno overlap | SynthesisQualitativeRoot cause | Decision framingAlignmentCriteriaOptions | FacilitationConsensusWorkshopAlignment | SynthesisQualitativeWorkshop |