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| Criterion |  Decision Making Cynefin Workshop |  UX Research Affinity Diagramming |  Systems Thinking VUCA Scan |
|---|---|---|---|
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 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. | The VUCA Scan helps read difficult situations more precisely. Instead of treating unclarity as generally complicated, the method separates fast change, missing knowledge, systemic entanglement, and ambiguous interpretation. |
Complexitydifferent | Medium | Low | Low |
Timedifferent | 60-180 min | 45–90 min | 30-90 min |
Participantsdifferent | 4-20 | 3-10 | 1-10 |
Formatdifferent | Workshop | Workshop | Workshop + async |
Outputdifferent | Cynefin Map, Domain-specific Actions, Sensemaking Notes | Theme clusters, Insight statements, Opportunity areas | VUCA Map, Response Options, Signal and Learning Plan |
Tagsno overlap | ComplexitySensemakingDecision | SynthesisQualitativeRoot cause | SensemakingUncertaintyComplexityStrategyForesight |
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