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| Criterion |  Decision Making Red Teaming |  UX Research Card Sorting |  Decision Making Argument Mapping |  Decision Making Pre-Mortem |
|---|---|---|---|---|
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. | 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. | In early initiatives with many uncertainties, planning quickly turns too optimistic. A pre-mortem makes the expected failure visible in advance and sharpens the view of causes, gaps, and countermeasures. |
Complexitydifferent | High | Low | Medium | Low |
Timedifferent | 1-4 h | 20-45 min | 1-3 h | 20–45 min |
Participantsdifferent | 3-8 | Based on research question | 1-8 | Small cross-functional group |
Formatdifferent | Workshop | Workshop + async | Workshop + async | Workshop |
Outputdifferent | Challenge Findings, Risk Register, Mitigation Plan | Content groups, Label set, IA hypotheses | Argument Map, Evidence Gaps, Decision Rationale | Risk list, Mitigation plan, Assumption log |
Tagsno overlap | RiskDecisionSensemaking | Information architectureNavigationStructure | SensemakingDecisionRationale | RiskDecisionFailurePlanning |