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| Criterion |  Knowledge Modeling Concept Mapping |  UX Research Personas |  Knowledge Modeling Knowledge Mapping |  UX Research Affinity Diagramming |
|---|---|---|---|---|
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. | When target groups stay too vague and teams talk about the same people differently, personas create a shared, solid picture of usage. Condensed profiles make needs, contexts, and differences tangible enough for decisions. | 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. | 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. |
Complexitydifferent | Medium | Medium | Medium | Low |
Timedifferent | 1-2 h | 1-3 Tage | 1-3 h | 45–90 min |
Participantsdifferent | 1-8 | Internes Team | 3-12 | 3-10 |
Formatdifferent | Workshop + async | Workshop + async | Workshop | Workshop |
Outputdifferent | Concept Map, Relationship Labels, Knowledge Gaps | Persona Profiles, Needs Summary, Scenario Notes | Knowledge Map, Critical Knowledge Areas, Transfer Plan | Theme clusters, Insight statements, Opportunity areas |
Tagsno overlap | KnowledgeConceptsMappingSensemaking | ResearchCustomerSynthesis | KnowledgeMappingRisk | SynthesisQualitativeRoot cause |