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| Criterion |  UX Research Empathy Mapping |  Knowledge Modeling IBIS |  UX Research Affinity Diagramming |  Decision Making Argument 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. | IBIS structures thinking about complex questions as a sequence of issues, ideas, and arguments. The method keeps discussions open without forcing them into premature consensus. | 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 statements, evidence, and counterarguments get mixed up, a debate quickly loses its structure. Argument Mapping breaks a thesis down into its reasoning and makes visible what it really rests on. |
Complexitydifferent | Low | Medium | Low | Medium |
Timedifferent | 30–60 min | 1-3 h | 45–90 min | 1-3 h |
Participantsdifferent | 4-8 | 2-8 | 3-10 | 1-8 |
Formatdifferent | Workshop | Workshop + async | Workshop | Workshop + async |
Outputdifferent | Empathy Map, Assumptions List, Research Gaps | Issue Map, Positions, Argument Notes | Theme clusters, Insight statements, Opportunity areas | Argument Map, Evidence Gaps, Decision Rationale |
Tagsno overlap | SynthesisQualitativeWorkshop | RationaleKnowledgeDecision | SynthesisQualitativeRoot cause | SensemakingDecisionRationale |