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| Criterion |  Decision Making Pareto Analysis |  Operations Root Cause Tree Analysis |  Operations ALPEN Method |
|---|---|---|---|
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. | For a problem with several suspected causes, the method builds a causal structure instead of a mere list. It makes visible how causes connect and where the strongest points of leverage lie. | With an overloaded day full of too many tasks, a realistic picture of the day emerges. The method connects estimating, deciding, and buffer thinking so planning fits available energy and time. |
Complexitydifferent | Low | Medium | Low |
Timedifferent | 30-60 min | 1-3 h | 10-20 min daily |
Participantsdifferent | 1-6 | 2-8 | 1 |
Formatdifferent | Workshop + async | Workshop | Async |
Outputdifferent | Pareto Chart, Top Causes, Focus List | Cause Tree, Evidence Notes, Countermeasures | Daily Plan, Time Estimates, Review Notes |
Tagsno overlap | PrioritizationQualityFocusRoot cause | Root causeTreeIncidentQuality | PlanningTime managementProductivityOperations |
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