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| Criterion |  UX Research Personas |  Decision Making Constraint Analysis |  Decision Making Red Teaming |  Decision Making Argument Mapping |
|---|---|---|---|---|
Purposedifferent | When target groups stay too vague and teams talk about the same people differently, personas create a shared, solid picture of usage. Condensed profiles make needs, contexts, and differences tangible enough for decisions. | When an initiative stalls, the limit often lies not in the idea but in hard or soft boundary conditions. Constraint Analysis separates these limits and shows which of them can actually be shaped. | 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 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. |
Complexitydifferent | Medium | Low | High | Medium |
Timedifferent | 1-3 Tage | 30-90 min | 1-4 h | 1-3 h |
Participantsdifferent | Internes Team | 2-8 | 3-8 | 1-8 |
Formatdifferent | Workshop + async | Workshop + async | Workshop | Workshop + async |
Outputdifferent | Persona Profiles, Needs Summary, Scenario Notes | Constraint List, Hard/Soft Classification, Option Impact Notes, Decision Boundaries | Challenge Findings, Risk Register, Mitigation Plan | Argument Map, Evidence Gaps, Decision Rationale |
Tagsno overlap | ResearchCustomerSynthesis | ConstraintsDecisionPlanningOptions | RiskDecisionSensemaking | SensemakingDecisionRationale |