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| Criterion |  Systems Thinking Polarity Mapping |  Growth A/B Testing |  Operations A3 Problem Solving |
|---|---|---|---|
Purposedifferent | Polarity Mapping makes tensions between two opposing poles tangible, such as standardization and adaptation or control and autonomy. The method guards against making apparent either-or decisions prematurely. | 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. | For a complex deviation with several people involved, the method bundles problem, analysis, and decision onto one page. It creates a shared working space where causes, countermeasures, and follow-up fit together. |
Complexitydifferent | Medium | High | Medium |
Timedifferent | 1-2 h | 1-4 Wochen | 45-90 min |
Participantsdifferent | 3-12 | 1-6 | 2-5 |
Formatdifferent | Workshop | Async | Workshop + async |
Outputdifferent | Polarity Map, Warning Signs, Balance Actions | Experiment results, Decision log, Learning summary | A3 Report, Action Plan, Root Cause Analysis |
Tagsno overlap | Systems thinkingTradeoffsLeadership | ExperimentsGrowthAnalyticsValidation | LeanProblem solvingCoachingOperations |
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