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| Criterion |  UX Research Empathy Mapping |  Facilitation Problem Framing Workshop |  UX Research Affinity Diagramming |  Facilitation Alignment Mapping |
|---|---|---|---|---|
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 team works on symptoms but the real question stays fuzzy, a Problem Framing Workshop sharpens the view of the right problem. It separates observation, interpretation, and target picture from each other. | 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 people work toward one goal but hold different mental maps, Alignment Mapping makes the discrepancies visible. It arranges goals, assumptions, and priorities so shared direction becomes verifiable. |
Complexitydifferent | Low | Low | Low | Medium |
Timedifferent | 30–60 min | 60-120 min | 45–90 min | 1-2 h |
Participantsdifferent | 4-8 | 4-10 | 3-10 | 4-12 |
Formatsame | Workshop | Workshop | Workshop | Workshop |
Outputdifferent | Empathy Map, Assumptions List, Research Gaps | Problem Statement, Scope Boundaries, Assumption List, Next Analysis Questions | Theme clusters, Insight statements, Opportunity areas | Alignment Map, Open Issues, Decision Questions |
Tagsno overlap | SynthesisQualitativeWorkshop | FacilitationAlignmentDiscovery | SynthesisQualitativeRoot cause | AlignmentStakeholdersStrategyFacilitation |