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| Criterion |  UX Research Affinity Diagramming |  Agile Specification by Example |  UX Research Empathy Mapping |  Operations 5 Whys |
|---|---|---|---|---|
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 business rules need to become precise, it ties language, example, and test together. It sorts work by value, risk, and delivery ability. The result is captured as an Example Table and Acceptance Tests. | 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. | For a single, hard-to-explain deviation, the method exposes the causal chain behind the visible symptom. It keeps the cause open until a controllable condition emerges instead of a mere description. |
Complexitydifferent | Low | Medium | Low | Low |
Timedifferent | 45–90 min | 60-90 min pro Feature | 30–60 min | 15-30 min |
Participantsdifferent | 3-10 | 3-6 | 4-8 | 2-6 |
Formatsame | Workshop | Workshop | Workshop | Workshop |
Outputdifferent | Theme clusters, Insight statements, Opportunity areas | Example Table, Acceptance Tests | Empathy Map, Assumptions List, Research Gaps | Root cause notes, Countermeasures |
Tagsno overlap | SynthesisQualitativeRoot cause | AgileRequirementsExamplesBehavior-Driven Development | SynthesisQualitativeWorkshop | Root causeIncidentLeanProblem solving |