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| Criterion |  UX Research Personas |  Systems Thinking Soft Systems Methodology |  Systems Thinking Intervention 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. | Soft Systems Methodology helps explore unclear or politically charged problems systematically. Instead of forcing a quick answer, the method builds a shared understanding of perspectives and room for action. | Intervention Mapping translates a need for change into a planned, evaluable program. The method connects target group, determinants, actions, and measurement into a traceable chain. | 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 | High | High | Medium |
Timedifferent | 1-3 Tage | 0.5-3 Tage | 1-5 Tage | 60-180 min |
Participantsdifferent | Internes Team | 5-15 | 4-12 | 4-20 |
Formatdifferent | Workshop + async | Workshop | Workshop + async | Workshop |
Outputdifferent | Persona Profiles, Needs Summary, Scenario Notes | Rich Picture, Root Definitions, Conceptual Models, Change Agenda | Logic Model, Change Objectives, Intervention Components, Evaluation Plan | Cynefin Map, Domain-specific Actions, Sensemaking Notes |
Tagsno overlap | ResearchCustomerSynthesis | Soft systemsComplexitySensemakingSystems thinking | ChangeSystems thinkingCapability | ComplexitySensemakingDecision |