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| Criterion |  UX Research Empathy Mapping |  Operations Change Analysis |  Operations A3 Problem Solving |
|---|---|---|---|
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. | For a deviation after a change, the method isolates the influence of the altered condition. It narrows down which differences are relevant and which are just accompanying noise. | For a complex deviation with several people involved, the method bundles problem, analysis, and decision onto one page. It creates a shared working space where causes, countermeasures, and follow-up fit together. |
Complexitydifferent | Low | Medium | Medium |
Timedifferent | 30–60 min | 45-120 min | 45-90 min |
Participantsdifferent | 4-8 | 2-6 | 2-5 |
Formatdifferent | Workshop | Workshop + async | Workshop + async |
Outputdifferent | Empathy Map, Assumptions List, Research Gaps | Change Matrix, Cause Hypotheses, Validation Questions, Action List | A3 Report, Action Plan, Root Cause Analysis |
Tagsno overlap | SynthesisQualitativeWorkshop | ChangeRoot causeTroubleshootingComparison | LeanProblem solvingCoachingOperations |
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