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| Criterion |  Systems Thinking Polarity Mapping |  Growth A/B Testing |  Systems Thinking CATWOE Analysis |  Product Discovery Smoke Test |
|---|---|---|---|---|
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. | CATWOE structures a problem from six viewpoints and prevents too narrow a view of the situation. Different experiences of the system become comparably discussable this way. | When demand only needs to be roughly verified, it tests interest with minimal effort. It measures whether people would take a next step at all. |
Complexitydifferent | Medium | High | Medium | Low |
Timedifferent | 1-2 h | 1-4 Wochen | 45-90 min | 1-5 Tage |
Participantsdifferent | 3-12 | 1-6 | 3-8 | Nutzertraffic |
Formatdifferent | Workshop | Async | Workshop + async | Async |
Outputdifferent | Polarity Map, Warning Signs, Balance Actions | Experiment results, Decision log, Learning summary | CATWOE Canvas, Root Definition, Stakeholder Perspectives, Constraints | Interest Metrics, Conversion Signal, Learning Note |
Tagsno overlap | Systems thinkingTradeoffsLeadership | ExperimentsGrowthAnalyticsValidation | Systems thinkingFramingStakeholders | ValidationExperimentsDemandGrowth |