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| Criterion |  UX Research Customer Journey Mapping |  Knowledge Modeling Knowledge Mapping |  Operations Causal Factor Analysis |  Knowledge Modeling Concept Mapping |
|---|---|---|---|---|
Purposedifferent | When a user journey falls apart across many touchpoints, customer journey mapping makes the experience visible as a coherent arc. Phases, emotions, and breaks become legible enough to prioritize critical moments deliberately. | 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. | 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. | 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. |
Complexitydifferent | Medium | Medium | High | Medium |
Timedifferent | 2-4 h | 1-3 h | 2-6 h | 1-2 h |
Participantsdifferent | 4-10 | 3-12 | 3-10 | 1-8 |
Formatdifferent | Workshop | Workshop | Workshop + async | Workshop + async |
Outputdifferent | Journey Map, Pain-point List, Opportunity Backlog | Knowledge Map, Critical Knowledge Areas, Transfer Plan | Event Timeline, Causal Factor Chart, Cause List, Corrective Actions | Concept Map, Relationship Labels, Knowledge Gaps |
Tagsno overlap | JourneyServiceService design | KnowledgeMappingRisk | CausalityIncidentRoot causeTimeline | KnowledgeConceptsMappingSensemaking |