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| Criterion |  UX Research Personas |  Systems Thinking VUCA Scan |  Decision Making Delphi Method |  Decision Making Cynefin Workshop |
|---|---|---|---|---|
Purposedifferent | When target groups stay too vague and teams talk about the same people differently, personas create a shared, solid picture of usage. Condensed profiles make needs, contexts, and differences tangible enough for decisions. | 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 knowledge is distributed and direct dominance should be avoided, groups quickly fall under the sway of their opinion leaders. The Delphi Method gathers assessments iteratively and gradually brings expert judgments closer together. | 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 | High | Medium |
Timedifferent | 1-3 Tage | 30-90 min | 1-4 Wochen | 60-180 min |
Participantsdifferent | Internes Team | 1-10 | 6-30 Experten | 4-20 |
Formatdifferent | Workshop + async | Workshop + async | Async | Workshop |
Outputdifferent | Persona Profiles, Needs Summary, Scenario Notes | VUCA Map, Response Options, Signal and Learning Plan | Expert Forecast, Consensus Range, Assumption Notes | Cynefin Map, Domain-specific Actions, Sensemaking Notes |
Tagsno overlap | ResearchCustomerSynthesis | SensemakingUncertaintyComplexityStrategyForesight | ForecastingExpertsDecisionStrategy | ComplexitySensemakingDecision |