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| Criterion |  Product Strategy Counter Metrics |  Growth A/B Testing |  Decision Making Force Field Analysis |
|---|---|---|---|
Purposedifferent | When a headline metric could mask side effects, it adds guardrail signals against unwanted outcomes. It connects customer value, product logic, and decision priorities. The result is captured as a counter-metric list and guardrail definitions. | 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. | 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 | Low | High | Low |
Timedifferent | 30-60 min | 1-4 Wochen | 45-90 min |
Participantsdifferent | 2-6 | 1-6 | 3-12 |
Formatdifferent | Workshop + async | Async | Workshop |
Outputdifferent | Counter Metric List, Guardrail Definitions | Experiment results, Decision log, Learning summary | Force Field Map, Change Levers, Risk Notes |
Tagsno overlap | MetricsMeasurementStrategyExperiments | ExperimentsGrowthAnalyticsValidation | ChangeDecisionStrategy |
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