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| Criterion |  UX Research Empathy Mapping |  UX Research Personas |  Operations Root Cause Tree Analysis |
|---|---|---|---|
Purposedifferent | 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 target groups stay too vague and teams talk about the same people differently, personas create a shared, solid picture of usage. Condensed profiles make needs, contexts, and differences tangible enough for decisions. | For a problem with several suspected causes, the method builds a causal structure instead of a mere list. It makes visible how causes connect and where the strongest points of leverage lie. |
Complexitydifferent | Low | Medium | Medium |
Timedifferent | 30–60 min | 1-3 Tage | 1-3 h |
Participantsdifferent | 4-8 | Internes Team | 2-8 |
Formatdifferent | Workshop | Workshop + async | Workshop |
Outputdifferent | Empathy Map, Assumptions List, Research Gaps | Persona Profiles, Needs Summary, Scenario Notes | Cause Tree, Evidence Notes, Countermeasures |
Tagsno overlap | SynthesisQualitativeWorkshop | ResearchCustomerSynthesis | Root causeTreeIncidentQuality |
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