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Selected:SurveysLASR (Lightweight Approach for Software Reviews)Outcome-Driven InnovationAssumption Mapping
| Criterion |  UX Research Surveys |  Architecture LASR (Lightweight Approach for Software Reviews) |  Product Discovery Outcome-Driven Innovation |  Product Discovery Assumption Mapping |
|---|---|---|---|---|
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. | LASR helps development teams identify where their software falls short of important quality goals and which improvements to consider. A small group with existing system knowledge can make an initial assessment and investigate open questions in more detail. | 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. | When assumptions still sit unordered in the room, it weighs uncertainty against leverage. It makes visible which hypotheses should be checked first. |
Complexitydifferent | Medium | Medium | High | Medium |
Timedifferent | 3-14 Tage | 3–4 h for initial assessment; preparation and deeper analysis additional | Mehrere Wochen | 45-60 min |
Participantsdifferent | 50+ | 1 or a small team; particularly suitable for 3–4 people | 2-6 researchers plus sample | 2-8 |
Formatdifferent | Async | Workshop + async | Workshop + async | Workshop + async |
Outputdifferent | Survey Results, Charts, Segment Insights | Lean Mission Statement describing the software’s purpose, Prioritized quality goals and evaluation criteria, Risks and estimated gaps against quality goals, More closely examined findings and open checks | Desired outcome statements, Opportunity landscape, Segmentation by underserved needs, Innovation hypotheses | Assumption map, Test backlog, Risk ranking |
Tagsno overlap | QuantitativeResearchValidation | ArchitectureQualityRiskAssessmentLean | OutcomesInnovationResearchQuantitative | AssumptionsRiskExperimentsValidation |