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| Criterion |  UX Research Empathy Mapping |  Operations ALPEN Method |  Operations Ivy Lee Method |  Operations Weekly Review |
|---|---|---|---|---|
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 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. | 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. | In a week with many open loops, the method creates distance from operational noise. It organizes commitments, calendar, and projects so the next week becomes workable. |
Complexitysame | Low | Low | Low | Low |
Timedifferent | 30–60 min | 10-20 min daily | 5-10 min daily | 30-60 min |
Participantsdifferent | 4-8 | 1 | 1 | 1 |
Formatdifferent | Workshop | Async | Async | Async |
Outputdifferent | Empathy Map, Assumptions List, Research Gaps | Daily Plan, Time Estimates, Review Notes | Daily Priority List, Completion Notes | Updated Task System, Weekly Focus, Next Actions |
Tagsno overlap | SynthesisQualitativeWorkshop | PlanningTime managementProductivityOperations | PrioritizationProductivityExecution | ProductivityExecutionPlanning |