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| Criterion |  UX Research Empathy Mapping |  Knowledge Modeling Concept Mapping |  Innovation Reverse Brainstorming |
|---|---|---|---|
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. | Concept Mapping arranges terms and relationships in a network that makes subject-matter connections tangible. It fits when a topic needs to be understood structurally rather than linearly. | For persistent errors or blockages, the method shifts the view to the opposite of the desired effect. It exposes the mechanics of failure and makes hidden causes easier to grasp. This makes improvement more concrete and the problem clearer. |
Complexitydifferent | Low | Medium | Low |
Timedifferent | 30–60 min | 1-2 h | 30-60 min |
Participantsdifferent | 4-8 | 1-8 | 3-12 |
Formatdifferent | Workshop | Workshop + async | Workshop |
Outputdifferent | Empathy Map, Assumptions List, Research Gaps | Concept Map, Relationship Labels, Knowledge Gaps | Reverse Ideas, Risk Themes, Solution Ideas |
Tagsno overlap | SynthesisQualitativeWorkshop | KnowledgeConceptsMappingSensemaking | BrainstormingIdeationCreativityRisk |
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