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| Criterion |  UX Research Empathy Mapping |  Operations ALPEN Method |  Operations Gemba Walk |
|---|---|---|---|
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. | When there is uncertainty about the real course of a process, the method brings observation to the place where work happens. It combines perception, follow-up questions, and process knowledge so decisions rest on actual workflows instead of assumptions. |
Complexitysame | Low | Low | Low |
Timedifferent | 30–60 min | 10-20 min daily | 30-120 min |
Participantsdifferent | 4-8 | 1 | 2-6 |
Formatdifferent | Workshop | Async | Workshop |
Outputdifferent | Empathy Map, Assumptions List, Research Gaps | Daily Plan, Time Estimates, Review Notes | Observation Notes, Improvement Ideas |
Tagsno overlap | SynthesisQualitativeWorkshop | PlanningTime managementProductivityOperations | LeanObservationProcessOperations |
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