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| Criterion |  Decision Making Trade-off Analysis |  UX Research User Interviews |  Decision Making Decision Framing Workshop |
|---|---|---|---|
Purposedifferent | 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 teams derive needs only from assumptions and real motives are missing, user interviews give direct access to behavior and meaning. Conversations from the target group's everyday life make patterns, tensions, and open questions solidly visible. | 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. |
Complexitydifferent | Medium | Low | Medium |
Timedifferent | 45-120 min | 30–60 min per interview | 60-120 min |
Participantsdifferent | 2-8 | 1 participant per interview | 4-10 |
Formatdifferent | Workshop + async | Workshop + async | Workshop |
Outputdifferent | Trade-off Matrix, Criteria List, Decision Rationale, Accepted Downsides | Interview Notes, Themes, Insight Summary | Decision Frame, Decision Question, Criteria List, Evidence Plan |
Tagsno overlap | TradeoffsDecisionCriteriaOptions | QualitativeResearchCustomerDiscovery | Decision framingAlignmentCriteriaOptions |
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