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| Criterion |  UX Research Affinity Diagramming |  Decision Making Argument Mapping |  Operations A3 Problem Solving |  Decision Making Cynefin Workshop |
|---|---|---|---|---|
Purposedifferent | 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. | When statements, evidence, and counterarguments get mixed up, a debate quickly loses its structure. Argument Mapping breaks a thesis down into its reasoning and makes visible what it really rests on. | For a complex deviation with several people involved, the method bundles problem, analysis, and decision onto one page. It creates a shared working space where causes, countermeasures, and follow-up fit together. | 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 | Low | Medium | Medium | Medium |
Timedifferent | 45–90 min | 1-3 h | 45-90 min | 60-180 min |
Participantsdifferent | 3-10 | 1-8 | 2-5 | 4-20 |
Formatdifferent | Workshop | Workshop + async | Workshop + async | Workshop |
Outputdifferent | Theme clusters, Insight statements, Opportunity areas | Argument Map, Evidence Gaps, Decision Rationale | A3 Report, Action Plan, Root Cause Analysis | Cynefin Map, Domain-specific Actions, Sensemaking Notes |
Tagsno overlap | SynthesisQualitativeRoot cause | SensemakingDecisionRationale | LeanProblem solvingCoachingOperations | ComplexitySensemakingDecision |