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| Criterion |  Growth Hooked Model |  Decision Making Assumption Surfacing |  UX Research Diary Study |
|---|---|---|---|
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. | Plans often contain assumptions that were never openly stated and remain dangerous precisely because of that. Assumption Surfacing makes these silent premises visible and prioritizes which of them carry the initiative or could sink it. | When experiences build up over days or weeks and a single session cannot capture them, Diary Study records the course of everyday life. Recurring triggers, moods, and habits become visible this way, beyond the sharpness of memory. |
Complexitydifferent | Medium | Low | Medium |
Timedifferent | Multiple workshops over several weeks | 45-90 min | 1-4 Wochen |
Participantsdifferent | 2-8 | 2-8 | 5-20 |
Formatdifferent | Workshop + async | Workshop + async | Async |
Outputdifferent | Hooked loop, Trigger map, Reward design, Ethics check | Assumption List, Critical Assumptions, Learning Plan | Diary Entries, Longitudinal Patterns, Experience Timeline |
Tagsno overlap | GrowthBehaviorRetention | AssumptionsRiskDecisionDiscovery | UX researchTrackingBehavior |
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