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| Criterion |  Decision Making Argument Mapping |  Decision Making Red Teaming |  UX Research Card Sorting |
|---|---|---|---|
Purposedifferent | 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 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. |
Complexitydifferent | Medium | High | Low |
Timedifferent | 1-3 h | 1-4 h | 20-45 min |
Participantsdifferent | 1-8 | 3-8 | Based on research question |
Formatdifferent | Workshop + async | Workshop | Workshop + async |
Outputdifferent | Argument Map, Evidence Gaps, Decision Rationale | Challenge Findings, Risk Register, Mitigation Plan | Content groups, Label set, IA hypotheses |
Tagsno overlap | SensemakingDecisionRationale | RiskDecisionSensemaking | Information architectureNavigationStructure |
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Methods with strong topical overlap with the current selection, not yet in the comparison.
