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| Criterion |  UX Research Personas |  Systems Thinking VUCA Scan |  Decision Making OODA Loop |
|---|---|---|---|
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. | In dynamic situations, decisions become outdated faster than they can be prepared. The OODA Loop holds observing, orienting, deciding, and acting together as a recurring rhythm so reaction does not slide into inertia. |
Complexitydifferent | Medium | Low | Medium |
Timedifferent | 1-3 Tage | 30-90 min | 15-60 min je Zyklus |
Participantsdifferent | Internes Team | 1-10 | 1-8 |
Formatsame | Workshop + async | Workshop + async | Workshop + async |
Outputdifferent | Persona Profiles, Needs Summary, Scenario Notes | VUCA Map, Response Options, Signal and Learning Plan | Situation Assessment, Decision Loop, Action Updates |
Tagsno overlap | ResearchCustomerSynthesis | SensemakingUncertaintyComplexityStrategyForesight | DecisionChangeLearningStrategy |
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