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| Criterion |  Decision Making Decision Framing Workshop |  Decision Making RAPID |  Growth A/B Testing |
|---|---|---|---|
Purposedifferent | 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. | In complex management decisions, clarity is often missing about who recommends, who agrees, and who makes the decision. RAPID creates this assignment and stabilizes decisions across several levels. | 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. |
Complexitydifferent | Medium | Medium | High |
Timedifferent | 60-120 min | 45-90 min | 1-4 Wochen |
Participantsdifferent | 4-10 | 3-12 | 1-6 |
Formatdifferent | Workshop | Workshop + async | Async |
Outputdifferent | Decision Frame, Decision Question, Criteria List, Evidence Plan | RAPID Role Map, Recommendation, Decision Log | Experiment results, Decision log, Learning summary |
Tagsno overlap | Decision framingAlignmentCriteriaOptions | DecisionRolesGovernance | ExperimentsGrowthAnalyticsValidation |
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