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| Criterion |  UX Research Affinity Diagramming |  UX Research Empathy Mapping |  Knowledge Modeling Knowledge 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 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. | Knowledge Mapping makes knowledge, gaps, and transfer paths visible across a field. It fits when expertise should not just exist but also be findable and transferable. |
Complexitydifferent | Low | Low | Medium |
Timedifferent | 45–90 min | 30–60 min | 1-3 h |
Participantsdifferent | 3-10 | 4-8 | 3-12 |
Formatsame | Workshop | Workshop | Workshop |
Outputdifferent | Theme clusters, Insight statements, Opportunity areas | Empathy Map, Assumptions List, Research Gaps | Knowledge Map, Critical Knowledge Areas, Transfer Plan |
Tagsno overlap | SynthesisQualitativeRoot cause | SynthesisQualitativeWorkshop | KnowledgeMappingRisk |
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Methods with strong topical overlap with the current selection, not yet in the comparison.
