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| Criterion |  UX Research Personas |  Decision Making Constraint Analysis |  Knowledge Modeling Concept Mapping |  Decision Making Cynefin Workshop |
|---|---|---|---|---|
Purposedifferent | 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. | When an initiative stalls, the limit often lies not in the idea but in hard or soft boundary conditions. Constraint Analysis separates these limits and shows which of them can actually be shaped. | 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 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. |
Complexitydifferent | Medium | Low | Medium | Medium |
Timedifferent | 1-3 Tage | 30-90 min | 1-2 h | 60-180 min |
Participantsdifferent | Internes Team | 2-8 | 1-8 | 4-20 |
Formatdifferent | Workshop + async | Workshop + async | Workshop + async | Workshop |
Outputdifferent | Persona Profiles, Needs Summary, Scenario Notes | Constraint List, Hard/Soft Classification, Option Impact Notes, Decision Boundaries | Concept Map, Relationship Labels, Knowledge Gaps | Cynefin Map, Domain-specific Actions, Sensemaking Notes |
Tagsno overlap | ResearchCustomerSynthesis | ConstraintsDecisionPlanningOptions | KnowledgeConceptsMappingSensemaking | ComplexitySensemakingDecision |