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| Criterion |  Operations Process Mapping |  UX Research Affinity Diagramming |  UX Research User Interviews |  Operations After-Action Review |
|---|---|---|---|---|
Purposedifferent | With a confusing workflow that has many handoffs, the method makes the actual process visible. It shows where work is passed on, delayed, or duplicated, so improvement targets the right spots. | 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 teams derive needs only from assumptions and real motives are missing, user interviews give direct access to behavior and meaning. Conversations from the target group's everyday life make patterns, tensions, and open questions solidly visible. | After missions or project phases with unclear outcomes, the method makes visible what actually happened and what can be learned from it. It separates course, effect, and causes so experience turns into solid improvement. |
Complexitydifferent | Medium | Low | Low | Low |
Timedifferent | 1-3 h | 45–90 min | 30–60 min per interview | 20-45 min |
Participantsdifferent | 3-10 | 3-10 | 1 participant per interview | 3-12 |
Formatdifferent | Workshop | Workshop | Workshop + async | Workshop + async |
Outputdifferent | Process Map, Handoff List, Improvement Backlog | Theme clusters, Insight statements, Opportunity areas | Interview Notes, Themes, Insight Summary | Lessons learned, Action items, Event summary |
Tagsno overlap | ProcessOperationsImprovement | SynthesisQualitativeRoot cause | QualitativeResearchCustomerDiscovery | LearningOperationsImprovement |