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| Criterion |  Decision Making Risk Matrix |  UX Research Empathy Mapping |  UX Research User Interviews |
|---|---|---|---|
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 a lot is assumed about a target group but little is seen jointly, empathy mapping makes knowledge and gaps directly comparable. The picture also shows which assumptions hold up and where evidence is missing. | 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. |
Complexitysame | Low | Low | Low |
Timedifferent | 30-60 min | 30–60 min | 30–60 min per interview |
Participantsdifferent | 3-10 | 4-8 | 1 participant per interview |
Formatdifferent | Workshop + async | Workshop | Workshop + async |
Outputdifferent | Risk Matrix, Top Risk List | Empathy Map, Assumptions List, Research Gaps | Interview Notes, Themes, Insight Summary |
Tagsno overlap | RiskDecisionPrioritizationAssessment | SynthesisQualitativeWorkshop | QualitativeResearchCustomerDiscovery |
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