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Selected:SurveysAffinity DiagrammingARID (Active Reviews for Intermediate Designs)Outcome-Driven Innovation
| Criterion |  UX Research Surveys |  UX Research Affinity Diagramming |  Architecture ARID (Active Reviews for Intermediate Designs) |  Product Discovery Outcome-Driven Innovation |
|---|---|---|---|---|
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. | When research notes, feedback, or observations sit unconnected side by side, affinity diagramming sorts the raw material into solid themes. Many individual points turn into patterns that make decisions and opportunities clearer. | ARID examines how well developers can work with a technical design. It focuses on a part of the system that can still be revised, between the architecture overview and the detailed specification. | 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. |
Complexitydifferent | Medium | Low | Medium | High |
Timedifferent | 3-14 Tage | 45–90 min | 2–4 h review as a planning range; preparation and evaluation additional | Mehrere Wochen |
Participantsdifferent | 50+ | 3-10 | Designers, developers as users, and facilitation | 2-6 researchers plus sample |
Formatdifferent | Async | Workshop | Workshop + async | Workshop + async |
Outputdifferent | Survey Results, Charts, Segment Insights | Theme clusters, Insight statements, Opportunity areas | Prioritized development tasks, Jointly produced code or pseudocode, Observed difficulties and open design questions, Proposed design revisions | Desired outcome statements, Opportunity landscape, Segmentation by underserved needs, Innovation hypotheses |
Tagsno overlap | QuantitativeResearchValidation | SynthesisQualitativeRoot cause | ArchitectureEngineeringFeedbackValidationTasks | OutcomesInnovationResearchQuantitative |