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| Criterion |  Decision Making Pareto Analysis |  UX Research Affinity Diagramming |
|---|---|---|
Purposedifferent | In many problem situations, effect is distributed unequally across many causes. A Pareto Analysis separates the few drivers with high leverage from the long remainder and focuses attention on what measurably moves the needle. | 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. |
Complexitysame | Low | Low |
Timedifferent | 30-60 min | 45–90 min |
Participantsdifferent | 1-6 | 3-10 |
Formatdifferent | Workshop + async | Workshop |
Outputdifferent | Pareto Chart, Top Causes, Focus List | Theme clusters, Insight statements, Opportunity areas |
Tags1 shared | PrioritizationQualityFocusRoot cause | SynthesisQualitativeRoot cause |
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