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| Criterion |  Decision Making Cynefin Workshop |  UX Research Affinity Diagramming |  Systems Thinking VUCA Scan |  Product Strategy DIBB |
|---|---|---|---|---|
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. | DIBB helps clarify target groups, value, goals, and priorities by making the logic behind a decision explicit. It captures results as a DIBB document, belief list, bet list, and learning report. |
Complexitydifferent | Medium | Low | Low | Low |
Timedifferent | 60-180 min | 45–90 min | 30-90 min | 1-2 h |
Participantsdifferent | 4-20 | 3-10 | 1-10 | 2-8 |
Formatdifferent | Workshop | Workshop | Workshop + async | Workshop + async |
Outputdifferent | Cynefin Map, Domain-specific Actions, Sensemaking Notes | Theme clusters, Insight statements, Opportunity areas | VUCA Map, Response Options, Signal and Learning Plan | DIBB document, Belief list, Bet list, Learning report |
Tagsno overlap | ComplexitySensemakingDecision | SynthesisQualitativeRoot cause | SensemakingUncertaintyComplexityStrategyForesight | StrategyDecisionAssumptionsHypothesis |