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| Criterion |  UX Research Affinity Diagramming |  Operations Eat the Frog |  Operations Ivy Lee Method |  UX Research Empathy Mapping |
|---|---|---|---|---|
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. | The method protects energy and attention for the task that creates the largest progress and is often postponed. | With a restless workday full of too many open items, the method creates radical simplicity. It directs attention to a short sequence instead of a broad, still-open field. | 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. |
Complexitysame | Low | Low | Low | Low |
Timedifferent | 45–90 min | 15-90 min daily | 5-10 min daily | 30–60 min |
Participantsdifferent | 3-10 | 1 | 1 | 4-8 |
Formatdifferent | Workshop | Async | Async | Workshop |
Outputdifferent | Theme clusters, Insight statements, Opportunity areas | Priority Task, Completion Note, Daily Focus | Daily Priority List, Completion Notes | Empathy Map, Assumptions List, Research Gaps |
Tagsno overlap | SynthesisQualitativeRoot cause | PrioritizationProductivityFocusExecution | PrioritizationProductivityExecution | SynthesisQualitativeWorkshop |