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| Criterion |  UX Research Personas |  Decision Making Trade-off Analysis |  Decision Making Decision Framing Workshop |  Decision Making Decision Matrix |
|---|---|---|---|---|
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. | With limited resources, quality, speed, cost, and risk almost always compete with each other. Trade-off Analysis makes these tensions explicit and prevents decisions from producing hidden side effects. | When a decision is poorly framed, even good answers deliver little value. A Decision Framing Workshop sharpens the problem, goal, and boundaries before the actual weighing begins. | When several options collide with several criteria, comparison quickly becomes subjective. A Decision Matrix makes the trade-off visible and brings weighting, criteria, and options into a shared logic. |
Complexitysame | Medium | Medium | Medium | Medium |
Timedifferent | 1-3 Tage | 45-120 min | 60-120 min | 45-90 min |
Participantsdifferent | Internes Team | 2-8 | 4-10 | 2-8 |
Formatdifferent | Workshop + async | Workshop + async | Workshop | Workshop + async |
Outputdifferent | Persona Profiles, Needs Summary, Scenario Notes | Trade-off Matrix, Criteria List, Decision Rationale, Accepted Downsides | Decision Frame, Decision Question, Criteria List, Evidence Plan | Decision Matrix, Scoring Rationale, Selected Option |
Tagsno overlap | ResearchCustomerSynthesis | TradeoffsDecisionCriteriaOptions | Decision framingAlignmentCriteriaOptions | DecisionCriteriaScoringTradeoffs |