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| Criterion |  UX Research Personas |  Decision Making Constraint Analysis |  Decision Making Red Teaming |  Decision Making Pre-Mortem |
|---|---|---|---|---|
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. | 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 | Medium | Low | High | Low |
Timedifferent | 1-3 Tage | 30-90 min | 1-4 h | 20–45 min |
Participantsdifferent | Internes Team | 2-8 | 3-8 | Small cross-functional group |
Formatdifferent | Workshop + async | Workshop + async | Workshop | Workshop |
Outputdifferent | Persona Profiles, Needs Summary, Scenario Notes | Constraint List, Hard/Soft Classification, Option Impact Notes, Decision Boundaries | Challenge Findings, Risk Register, Mitigation Plan | Risk list, Mitigation plan, Assumption log |
Tagsno overlap | ResearchCustomerSynthesis | ConstraintsDecisionPlanningOptions | RiskDecisionSensemaking | RiskDecisionFailurePlanning |