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| Criterion |  Decision Making Risk Matrix |  UX Research User Interviews |  Product Strategy RICE Scoring |
|---|---|---|---|
Purposedifferent | When a project faces many possible disruptions, it quickly becomes unclear which risks deserve attention first. It separates options, evaluation criteria, and open risks. The result is captured as a Risk Matrix and a Top Risk List. | When teams derive needs only from assumptions and real motives are missing, user interviews give direct access to behavior and meaning. Conversations from the target group's everyday life make patterns, tensions, and open questions solidly visible. | When many initiatives compete for the same resources, it brings reach, impact, confidence, and effort into one shared ranking. It makes prioritization economically connectable. |
Complexitydifferent | Low | Low | Medium |
Timedifferent | 30-60 min | 30–60 min per interview | 60-90 min |
Participantsdifferent | 3-10 | 1 participant per interview | 2-10 |
Formatsame | Workshop + async | Workshop + async | Workshop + async |
Outputdifferent | Risk Matrix, Top Risk List | Interview Notes, Themes, Insight Summary | RICE Scores, Ranked List, Assumption Log |
Tagsno overlap | RiskDecisionPrioritizationAssessment | QualitativeResearchCustomerDiscovery | PrioritizationScoringRoadmapTradeoffs |
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