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| Criterion |  Growth A/B Testing |  Systems Thinking Soft Systems Methodology |
|---|---|---|
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. | Soft Systems Methodology helps explore unclear or politically charged problems systematically. Instead of forcing a quick answer, the method builds a shared understanding of perspectives and room for action. |
Complexitysame | High | High |
Timedifferent | 1-4 Wochen | 0.5-3 Tage |
Participantsdifferent | 1-6 | 5-15 |
Formatdifferent | Async | Workshop |
Outputdifferent | Experiment results, Decision log, Learning summary | Rich Picture, Root Definitions, Conceptual Models, Change Agenda |
Tagsno overlap | ExperimentsGrowthAnalyticsValidation | Soft systemsComplexitySensemakingSystems thinking |
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