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| Criterion |  Operations Change Analysis |  Growth Pirate Metrics AARRR |  Decision Making Force Field Analysis |
|---|---|---|---|
Purposedifferent | For a deviation after a change, the method isolates the influence of the altered condition. It narrows down which differences are relevant and which are just accompanying noise. | For products with complex usage paths, overall growth alone is too coarse to reveal bottlenecks. Pirate Metrics breaks the relationship with the product into consecutive stages and shows where the funnel actually leaks. | 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 | Medium | Medium | Low |
Timedifferent | 45-120 min | 1-2 h Setup, laufend | 45-90 min |
Participantsdifferent | 2-6 | 2-8 | 3-12 |
Formatdifferent | Workshop + async | Workshop + async | Workshop |
Outputdifferent | Change Matrix, Cause Hypotheses, Validation Questions, Action List | AARRR funnel, Metric baseline, Experiment backlog | Force Field Map, Change Levers, Risk Notes |
Tagsno overlap | ChangeRoot causeTroubleshootingComparison | GrowthMetricsExperiments | ChangeDecisionStrategy |
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