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| Criterion |  UX Research Affinity Diagramming |  UX Research Empathy Mapping |  Operations Weekly Review |  Operations ALPEN Method |
|---|---|---|---|---|
Purposedifferent | 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. | 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. | 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. | 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 | Low |
Timedifferent | 45–90 min | 30–60 min | 30-60 min | 10-20 min daily |
Participantsdifferent | 3-10 | 4-8 | 1 | 1 |
Formatdifferent | Workshop | Workshop | Async | Async |
Outputdifferent | Theme clusters, Insight statements, Opportunity areas | Empathy Map, Assumptions List, Research Gaps | Updated Task System, Weekly Focus, Next Actions | Daily Plan, Time Estimates, Review Notes |
Tagsno overlap | SynthesisQualitativeRoot cause | SynthesisQualitativeWorkshop | ProductivityExecutionPlanning | PlanningTime managementProductivityOperations |