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| Criterion |  UX Research Affinity Diagramming |  Operations Change Analysis |  Decision Making OODA Loop |  UX Research Empathy Mapping |
|---|---|---|---|---|
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. | 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. | In dynamic situations, decisions become outdated faster than they can be prepared. The OODA Loop holds observing, orienting, deciding, and acting together as a recurring rhythm so reaction does not slide into inertia. | 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. |
Complexitydifferent | Low | Medium | Medium | Low |
Timedifferent | 45–90 min | 45-120 min | 15-60 min je Zyklus | 30–60 min |
Participantsdifferent | 3-10 | 2-6 | 1-8 | 4-8 |
Formatdifferent | Workshop | Workshop + async | Workshop + async | Workshop |
Outputdifferent | Theme clusters, Insight statements, Opportunity areas | Change Matrix, Cause Hypotheses, Validation Questions, Action List | Situation Assessment, Decision Loop, Action Updates | Empathy Map, Assumptions List, Research Gaps |
Tagsno overlap | SynthesisQualitativeRoot cause | ChangeRoot causeTroubleshootingComparison | DecisionChangeLearningStrategy | SynthesisQualitativeWorkshop |