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| Criterion |  UX Research Empathy Mapping |  UX Research Affinity Diagramming |  Systems Thinking Causal Loop Diagram |
|---|---|---|---|
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 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. | 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. |
Complexitydifferent | Low | Low | Medium |
Timedifferent | 30–60 min | 45–90 min | 1-3 h |
Participantsdifferent | 4-8 | 3-10 | 2-8 |
Formatsame | Workshop | Workshop | Workshop |
Outputdifferent | Empathy Map, Assumptions List, Research Gaps | Theme clusters, Insight statements, Opportunity areas | Causal Loop Diagram, Feedback Notes, Leverage Points |
Tagsno overlap | SynthesisQualitativeWorkshop | SynthesisQualitativeRoot cause | FeedbackSystems thinkingCausalityDynamics |
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