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| Criterion |  UX Research Affinity Diagramming |  UX Research First-click Testing |  Operations Causal Factor Analysis |
|---|---|---|---|
Purposedifferent | When research notes, feedback, or observations sit unconnected side by side, affinity diagramming sorts the raw material into solid themes. Many individual points turn into patterns that make decisions and opportunities clearer. | 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. | For an event with a complicated course, the method breaks down the contributing factors along the timeline. It shows how conditions, decisions, and reactions together produce a course of events. |
Complexitydifferent | Low | Low | High |
Timedifferent | 45–90 min | 1-2 Tage | 2-6 h |
Participantsdifferent | 3-10 | 10-30 | 3-10 |
Formatdifferent | Workshop | Async | Workshop + async |
Outputdifferent | Theme clusters, Insight statements, Opportunity areas | Click Heatmap, Success Rate, Design Recommendations | Event Timeline, Causal Factor Chart, Cause List, Corrective Actions |
Tagsno overlap | SynthesisQualitativeRoot cause | UXNavigationFindabilityValidation | CausalityIncidentRoot causeTimeline |
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