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| Criterion |  UX Research Surveys |  Decision Making RAPID |  Product Discovery Outcome-Driven Innovation |  Decision Making DACI |
|---|---|---|---|---|
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. | 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. | 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 cross-functional decisions, responsibilities quickly blur between approval, influence, and execution. DACI arranges these roles so decision pressure, contribution, and information stay cleanly separated. |
Complexitydifferent | Medium | Medium | High | Low |
Timedifferent | 3-14 Tage | 45-90 min | Mehrere Wochen | 30-60 min |
Participantsdifferent | 50+ | 3-12 | 2-6 researchers plus sample | 2-10 |
Formatdifferent | Async | Workshop + async | Workshop + async | Workshop + async |
Outputdifferent | Survey Results, Charts, Segment Insights | RAPID Role Map, Recommendation, Decision Log | Desired outcome statements, Opportunity landscape, Segmentation by underserved needs, Innovation hypotheses | DACI Matrix, Decision Owner, Decision Log |
Tagsno overlap | QuantitativeResearchValidation | DecisionRolesGovernance | OutcomesInnovationResearchQuantitative | DecisionRolesGovernanceAlignment |