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| Criterion |  Operations ALPEN Method |  UX Research Empathy Mapping |  Product Strategy Impact Mapping |  UX Research Affinity Diagramming |
|---|---|---|---|---|
Purposedifferent | 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 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. | When a goal needs to be connected to several possible paths, it shows chains of impact instead of feature lists. It connects business goal, behavior change, and measures. | 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. |
Complexitydifferent | Low | Low | Medium | Low |
Timedifferent | 10-20 min daily | 30–60 min | 45-90 min | 45–90 min |
Participantsdifferent | 1 | 4-8 | 3-8 | 3-10 |
Formatdifferent | Async | Workshop | Workshop | Workshop |
Outputdifferent | Daily Plan, Time Estimates, Review Notes | Empathy Map, Assumptions List, Research Gaps | Impact Map, Outcome Hypotheses, Delivery Options | Theme clusters, Insight statements, Opportunity areas |
Tagsno overlap | PlanningTime managementProductivityOperations | SynthesisQualitativeWorkshop | OutcomesStrategyBehaviorPlanning | SynthesisQualitativeRoot cause |