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| Criterion |  UX Research Surveys |  Decision Making Cynefin Workshop |  Systems Thinking Soft Systems Methodology |
|---|---|---|---|
Purposedifferent | When a topic needs to be validated broadly and many people can answer the same question, surveys gather structured feedback in a scalable form. Answers become comparable and segmentable instead of remaining merely anecdotal. | 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. | 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. |
Complexitydifferent | Medium | Medium | High |
Timedifferent | 3-14 Tage | 60-180 min | 0.5-3 Tage |
Participantsdifferent | 50+ | 4-20 | 5-15 |
Formatdifferent | Async | Workshop | Workshop |
Outputdifferent | Survey Results, Charts, Segment Insights | Cynefin Map, Domain-specific Actions, Sensemaking Notes | Rich Picture, Root Definitions, Conceptual Models, Change Agenda |
Tagsno overlap | QuantitativeResearchValidation | ComplexitySensemakingDecision | Soft systemsComplexitySensemakingSystems thinking |
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