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| Criterion |  Decision Making Trade-off Analysis |  Growth A/B Testing |  Decision Making DACI |  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 two variants compete, discussions quickly decide by taste rather than effect. A/B Testing checks behavior under controlled conditions and separates real improvement from chance or expectation effects. | In cross-functional decisions, responsibilities quickly blur between approval, influence, and execution. DACI arranges these roles so decision pressure, contribution, and information stay cleanly separated. | 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 | High | Low | Medium |
Timedifferent | 45-120 min | 1-4 Wochen | 30-60 min | 60-120 min |
Participantsdifferent | 2-8 | 1-6 | 2-10 | 4-10 |
Formatdifferent | Workshop + async | Async | Workshop + async | Workshop |
Outputdifferent | Trade-off Matrix, Criteria List, Decision Rationale, Accepted Downsides | Experiment results, Decision log, Learning summary | DACI Matrix, Decision Owner, Decision Log | Decision Frame, Decision Question, Criteria List, Evidence Plan |
Tagsno overlap | TradeoffsDecisionCriteriaOptions | ExperimentsGrowthAnalyticsValidation | DecisionRolesGovernanceAlignment | Decision framingAlignmentCriteriaOptions |