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| Criterion |  Growth Hooked Model |  Operations PDCA Cycle |  Operations 5 Whys |  Growth A/B Testing |
|---|---|---|---|---|
Purposedifferent | The Hooked Model helps clarify engagement loops, user behavior, and experiments. It makes repeat behavior measurable and captures the result as a hooked loop, trigger map, and reward design. | For an improvement that still has to prove itself in everyday work, the method runs it through small learning loops. It connects planning, checking, and standardization into a repeatable learning mode. | For a single, hard-to-explain deviation, the method exposes the causal chain behind the visible symptom. It keeps the cause open until a controllable condition emerges instead of a mere description. | 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. |
Complexitydifferent | Medium | Low | Low | High |
Timedifferent | Multiple workshops over several weeks | 1 h bis mehrere Wochen | 15-30 min | 1-4 Wochen |
Participantsdifferent | 2-8 | 1-8 | 2-6 | 1-6 |
Formatdifferent | Workshop + async | Workshop + async | Workshop | Async |
Outputdifferent | Hooked loop, Trigger map, Reward design, Ethics check | PDCA Log, Experiment Plan, Learning Outcome, Standard Change | Root cause notes, Countermeasures | Experiment results, Decision log, Learning summary |
Tagsno overlap | GrowthBehaviorRetention | Continuous improvementLeanExperiments | Root causeIncidentLeanProblem solving | ExperimentsGrowthAnalyticsValidation |