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| Criterion |  UX Research Empathy Mapping |  Systems Thinking Causal Loop Diagram |  UX Research Affinity Diagramming |
|---|---|---|---|
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. | A Causal Loop Diagram makes feedback, reinforcement, and balance in a system legible. It uncovers side effects and self-reinforcement that stay hidden in linear explanations. | 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. |
Complexitydifferent | Low | Medium | Low |
Timedifferent | 30–60 min | 1-3 h | 45–90 min |
Participantsdifferent | 4-8 | 2-8 | 3-10 |
Formatsame | Workshop | Workshop | Workshop |
Outputdifferent | Empathy Map, Assumptions List, Research Gaps | Causal Loop Diagram, Feedback Notes, Leverage Points | Theme clusters, Insight statements, Opportunity areas |
Tagsno overlap | SynthesisQualitativeWorkshop | FeedbackSystems thinkingCausalityDynamics | SynthesisQualitativeRoot cause |
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