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| Criterion |  UX Research First-click Testing |  Decision Making RAPID |  Decision Making Cynefin Workshop |  Decision Making Decision Rights Mapping |
|---|---|---|---|---|
Purposedifferent | When users immediately turn the wrong way on a screen or wireframe, first click testing checks initial orientation at high speed. The first click shows early whether expectation, labeling, and wayfinding fit together. | 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. | 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 organizations with many stakeholders, it often blurs who actually decides and who is merely consulted. It separates options, evaluation criteria, and open risks. The result is captured as a Decision Rights matrix and an agreement. |
Complexitydifferent | Low | Medium | Medium | Medium |
Timedifferent | 1-2 Tage | 45-90 min | 60-180 min | 90-180 min |
Participantsdifferent | 10-30 | 3-12 | 4-20 | 4-12 |
Formatdifferent | Async | Workshop + async | Workshop | Workshop |
Outputdifferent | Click Heatmap, Success Rate, Design Recommendations | RAPID Role Map, Recommendation, Decision Log | Cynefin Map, Domain-specific Actions, Sensemaking Notes | Decision Rights Matrix, Agreement |
Tagsno overlap | UXNavigationFindabilityValidation | DecisionRolesGovernance | ComplexitySensemakingDecision | DecisionGovernanceAlignmentResponsibility |