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| Criterion |  UX Research Empathy Mapping |  Operations Ivy Lee Method |  Operations ALPEN Method |
|---|---|---|---|
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. | 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. | With an overloaded day full of too many tasks, a realistic picture of the day emerges. The method connects estimating, deciding, and buffer thinking so planning fits available energy and time. |
Complexitysame | Low | Low | Low |
Timedifferent | 30–60 min | 5-10 min daily | 10-20 min daily |
Participantsdifferent | 4-8 | 1 | 1 |
Formatdifferent | Workshop | Async | Async |
Outputdifferent | Empathy Map, Assumptions List, Research Gaps | Daily Priority List, Completion Notes | Daily Plan, Time Estimates, Review Notes |
Tagsno overlap | SynthesisQualitativeWorkshop | PrioritizationProductivityExecution | PlanningTime managementProductivityOperations |
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