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| Criterion |  UX Research Diary Study |  Systems Thinking VUCA Scan |  Growth Funnel Analysis |  Decision Making Cynefin Workshop |
|---|---|---|---|---|
Purposedifferent | 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. | The VUCA Scan helps read difficult situations more precisely. Instead of treating unclarity as generally complicated, the method separates fast change, missing knowledge, systemic entanglement, and ambiguous interpretation. | 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 problems are unclear, chaotic, or only seemingly familiar, standard recipes fall short. A Cynefin Workshop sorts situations by the nature of their problem and connects them with matching action logic. |
Complexitydifferent | Medium | Low | Medium | Medium |
Timedifferent | 1-4 Wochen | 30-90 min | 1-3 h | 60-180 min |
Participantsdifferent | 5-20 | 1-10 | 1-5 | 4-20 |
Formatdifferent | Async | Workshop + async | Async | Workshop |
Outputdifferent | Diary Entries, Longitudinal Patterns, Experience Timeline | VUCA Map, Response Options, Signal and Learning Plan | Funnel report, Drop-off analysis, Optimization hypotheses | Cynefin Map, Domain-specific Actions, Sensemaking Notes |
Tagsno overlap | UX researchTrackingBehavior | SensemakingUncertaintyComplexityStrategyForesight | AnalyticsConversionGrowth | ComplexitySensemakingDecision |