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| Criterion |  Decision Making RAPID |  UX Research Diary Study |  Growth Funnel Analysis |  Growth A/B Testing |
|---|---|---|---|---|
Purposedifferent | In complex management decisions, clarity is often missing about who recommends, who agrees, and who makes the decision. RAPID creates this assignment and stabilizes decisions across several levels. | 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. | When many visitors or users drop off along the way, the reason behind the number often stays hidden. Funnel Analysis exposes these transitions and makes visible exactly where the path collapses. | 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 | 45-90 min | 1-4 Wochen | 1-3 h | 1-4 Wochen |
Participantsdifferent | 3-12 | 5-20 | 1-5 | 1-6 |
Formatdifferent | Workshop + async | Async | Async | Async |
Outputdifferent | RAPID Role Map, Recommendation, Decision Log | Diary Entries, Longitudinal Patterns, Experience Timeline | Funnel report, Drop-off analysis, Optimization hypotheses | Experiment results, Decision log, Learning summary |
Tagsno overlap | DecisionRolesGovernance | UX researchTrackingBehavior | AnalyticsConversionGrowth | ExperimentsGrowthAnalyticsValidation |