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| Criterion |  Decision Making Cynefin Workshop |  UX Research User Interviews |  Knowledge Modeling Concept Mapping |  Knowledge Modeling Knowledge Mapping |
|---|---|---|---|---|
Purposedifferent | When problems are unclear, chaotic, or only seemingly familiar, standard recipes fall short. A Cynefin Workshop sorts situations by the nature of their problem and connects them with matching action logic. | When teams derive needs only from assumptions and real motives are missing, user interviews give direct access to behavior and meaning. Conversations from the target group's everyday life make patterns, tensions, and open questions solidly visible. | 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. | 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 | Medium | Low | Medium | Medium |
Timedifferent | 60-180 min | 30–60 min per interview | 1-2 h | 1-3 h |
Participantsdifferent | 4-20 | 1 participant per interview | 1-8 | 3-12 |
Formatdifferent | Workshop | Workshop + async | Workshop + async | Workshop |
Outputdifferent | Cynefin Map, Domain-specific Actions, Sensemaking Notes | Interview Notes, Themes, Insight Summary | Concept Map, Relationship Labels, Knowledge Gaps | Knowledge Map, Critical Knowledge Areas, Transfer Plan |
Tagsno overlap | ComplexitySensemakingDecision | QualitativeResearchCustomerDiscovery | KnowledgeConceptsMappingSensemaking | KnowledgeMappingRisk |