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| Criterion |  Decision Making Red Teaming |  UX Research Card Sorting |  Knowledge Modeling IBIS |  Decision Making Cynefin Workshop |
|---|---|---|---|---|
Purposedifferent | For strategic decisions with high reach, agreement and gut feeling are often not enough. Red teaming brings deliberate opposition into the situation and tests where a plan breaks under real counterarguments. | When content only makes sense internally and users can't find the structure again, card sorting exposes their mental order. Terms, groups, and naming are then aligned with the target group's expectations. | IBIS structures thinking about complex questions as a sequence of issues, ideas, and arguments. The method keeps discussions open without forcing them into premature consensus. | 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 | High | Low | Medium | Medium |
Timedifferent | 1-4 h | 20-45 min | 1-3 h | 60-180 min |
Participantsdifferent | 3-8 | Based on research question | 2-8 | 4-20 |
Formatdifferent | Workshop | Workshop + async | Workshop + async | Workshop |
Outputdifferent | Challenge Findings, Risk Register, Mitigation Plan | Content groups, Label set, IA hypotheses | Issue Map, Positions, Argument Notes | Cynefin Map, Domain-specific Actions, Sensemaking Notes |
Tagsno overlap | RiskDecisionSensemaking | Information architectureNavigationStructure | RationaleKnowledgeDecision | ComplexitySensemakingDecision |