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| Criterion |  UX Research Empathy Mapping |  Operations ALPEN Method |  Operations Failure Mode and Effects Analysis |
|---|---|---|---|
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. | For a process, product, or service with noticeable failure risks, the method assesses possible failure modes in advance. It directs attention to combinations of occurrence, effect, and detectability. |
Complexitydifferent | Low | Low | High |
Timedifferent | 30–60 min | 10-20 min daily | 2-6 h |
Participantsdifferent | 4-8 | 1 | 3-10 |
Formatdifferent | Workshop | Async | Workshop |
Outputdifferent | Empathy Map, Assumptions List, Research Gaps | Daily Plan, Time Estimates, Review Notes | FMEA Table, Risk Priority, Mitigation Actions |
Tagsno overlap | SynthesisQualitativeWorkshop | PlanningTime managementProductivityOperations | RiskQualityOperationsRoot cause |
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