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| Criterion |  UX Research Card Sorting |  Decision Making Cynefin Workshop |  Decision Making Red Teaming |
|---|---|---|---|
Purposedifferent | 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. | 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. | 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. |
Complexitydifferent | Low | Medium | High |
Timedifferent | 20-45 min | 60-180 min | 1-4 h |
Participantsdifferent | Based on research question | 4-20 | 3-8 |
Formatdifferent | Workshop + async | Workshop | Workshop |
Outputdifferent | Content groups, Label set, IA hypotheses | Cynefin Map, Domain-specific Actions, Sensemaking Notes | Challenge Findings, Risk Register, Mitigation Plan |
Tagsno overlap | Information architectureNavigationStructure | ComplexitySensemakingDecision | RiskDecisionSensemaking |
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