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| Criterion | ![]() Growth Hooked Model | ![]() UX Research Contextual Inquiry | ![]() Growth Flywheel | ![]() 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. | When work processes are known only from accounts and the real context stays hidden, Contextual Inquiry makes behavior at the workplace visible. Observation and follow-up questions together show how people actually work, get interrupted, and improvise. | Growth often breaks down where a reinforcing mechanism builds up too much friction. A Flywheel shows the cycle of value, repetition, and reinforcement meant to sustain growth. | 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 | Medium | Medium | High |
Timedifferent | Multiple workshops over several weeks | 1-3 Wochen | 60-120 min | 1-4 Wochen |
Participantsdifferent | 2-8 | 4-12 Beobachtungen | 3-8 | 1-6 |
Formatdifferent | Workshop + async | Workshop + async | Workshop | Async |
Outputdifferent | Hooked loop, Trigger map, Reward design, Ethics check | Field Notes, Workflow Insights, Pain Points | Flywheel Map, Friction Points, Growth Levers, Experiment Backlog | Experiment results, Decision log, Learning summary |
Tagsno overlap | GrowthBehaviorRetention | UX researchObservationContext | GrowthRetentionConversion | ExperimentsGrowthAnalyticsValidation |



