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| Criterion |  Growth A/B Testing |  Facilitation Alignment Mapping |  Decision Making Force Field Analysis |
|---|---|---|---|
Purposedifferent | 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. | When several people work toward one goal but hold different mental maps, Alignment Mapping makes the discrepancies visible. It arranges goals, assumptions, and priorities so shared direction becomes verifiable. | In change initiatives, supporting and restraining forces sit at the table at the same time. Force Field Analysis makes these tensions explicit and shows where change can be pushed forward by strengthening or relieving. |
Complexitydifferent | High | Medium | Low |
Timedifferent | 1-4 Wochen | 1-2 h | 45-90 min |
Participantsdifferent | 1-6 | 4-12 | 3-12 |
Formatdifferent | Async | Workshop | Workshop |
Outputdifferent | Experiment results, Decision log, Learning summary | Alignment Map, Open Issues, Decision Questions | Force Field Map, Change Levers, Risk Notes |
Tagsno overlap | ExperimentsGrowthAnalyticsValidation | AlignmentStakeholdersStrategyFacilitation | ChangeDecisionStrategy |
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