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| Criterion |  Knowledge Modeling Concept Mapping |  Operations Causal Factor Analysis |  UX Research Empathy Mapping |
|---|---|---|---|
Purposedifferent | 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 an event with a complicated course, the method breaks down the contributing factors along the timeline. It shows how conditions, decisions, and reactions together produce a course of events. | 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 | Medium | High | Low |
Timedifferent | 1-2 h | 2-6 h | 30–60 min |
Participantsdifferent | 1-8 | 3-10 | 4-8 |
Formatdifferent | Workshop + async | Workshop + async | Workshop |
Outputdifferent | Concept Map, Relationship Labels, Knowledge Gaps | Event Timeline, Causal Factor Chart, Cause List, Corrective Actions | Empathy Map, Assumptions List, Research Gaps |
Tagsno overlap | KnowledgeConceptsMappingSensemaking | CausalityIncidentRoot causeTimeline | SynthesisQualitativeWorkshop |
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