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| Criterion |  UX Research Surveys |  Product Discovery Outcome-Driven Innovation |  Decision Making OODA Loop |
|---|---|---|---|
Purposedifferent | When a topic needs to be validated broadly and many people can answer the same question, surveys gather structured feedback in a scalable form. Answers become comparable and segmentable instead of remaining merely anecdotal. | Outcome-Driven Innovation clarifies customer problems, solution opportunities, and evidence. It separates jobs, desired outcomes, importance, satisfaction, and opportunity, and captures results as desired outcome statements, an opportunity landscape, and segments by underserved needs. | In dynamic situations, decisions become outdated faster than they can be prepared.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 | High | Medium |
Timedifferent | 3-14 Tage | Mehrere Wochen | 15-60 min je Zyklus |
Participantsdifferent | 50+ | 2-6 researchers plus sample | 1-8 |
Formatdifferent | Async | Workshop + async | Workshop + async |
Outputdifferent | Survey Results, Charts, Segment Insights | Desired outcome statements, Opportunity landscape, Segmentation by underserved needs, Innovation hypotheses | Situation Assessment, Decision Loop, Action Updates |
Tagsno overlap | QuantitativeResearchValidation | OutcomesInnovationResearchQuantitative | DecisionChangeLearningStrategy |
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