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| Criterion |  Operations Root Cause Analysis |  Decision Making Pareto Analysis |  UX Research Affinity Diagramming |
|---|---|---|---|
Purposedifferent | When a problem keeps recurring and the cause stays unclear, the method exposes the underlying mechanism. It separates symptom, guess, and robust explanation from one another. | 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. |
Complexitydifferent | Medium | Low | Low |
Timedifferent | 1-4 h | 30-60 min | 45–90 min |
Participantsdifferent | 3-8 | 1-6 | 3-10 |
Formatdifferent | Workshop + async | Workshop + async | Workshop |
Outputdifferent | Problem Statement, Cause Hypotheses, Confirmed Causes, Action Plan | Pareto Chart, Top Causes, Focus List | Theme clusters, Insight statements, Opportunity areas |
Tags1 shared | Root causeProblem solvingQualityIncident | PrioritizationQualityFocusRoot cause | SynthesisQualitativeRoot cause |
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