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| Criterion |  UX Research User Interviews |  Decision Making Cynefin Workshop |  Decision Making RAPID |
|---|---|---|---|
Purposedifferent | 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 problems are unclear, chaotic, or only seemingly familiar, standard recipes fall short. A Cynefin Workshop sorts situations by the nature of their problem and connects them with matching action logic. | 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. |
Complexitydifferent | Low | Medium | Medium |
Timedifferent | 30–60 min per interview | 60-180 min | 45-90 min |
Participantsdifferent | 1 participant per interview | 4-20 | 3-12 |
Formatdifferent | Workshop + async | Workshop | Workshop + async |
Outputdifferent | Interview Notes, Themes, Insight Summary | Cynefin Map, Domain-specific Actions, Sensemaking Notes | RAPID Role Map, Recommendation, Decision Log |
Tagsno overlap | QualitativeResearchCustomerDiscovery | ComplexitySensemakingDecision | DecisionRolesGovernance |
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