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| Criterion |  Agile WSJF |  Knowledge Modeling Concept Mapping |  Operations Root Cause Analysis |  Decision Making Pareto Analysis |
|---|---|---|---|---|
Purposedifferent | When many tasks compete for the same capacity, it orders work by economic impact. It makes time lost, benefit, and effort comparable together. | Concept Mapping arranges terms and relationships in a network that makes subject-matter connections tangible. It fits when a topic needs to be understood structurally rather than linearly. | 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. |
Complexitydifferent | High | Medium | Medium | Low |
Timedifferent | 45-90 min | 1-2 h | 1-4 h | 30-60 min |
Participantsdifferent | 3-10 | 1-8 | 3-8 | 1-6 |
Formatdifferent | Workshop | Workshop + async | Workshop + async | Workshop + async |
Outputdifferent | Ranked Backlog, Cost-of-Delay Assumptions | Concept Map, Relationship Labels, Knowledge Gaps | Problem Statement, Cause Hypotheses, Confirmed Causes, Action Plan | Pareto Chart, Top Causes, Focus List |
Tagsno overlap | LeanEconomicsSequencePrioritization | KnowledgeConceptsMappingSensemaking | Root causeProblem solvingQualityIncident | PrioritizationQualityFocusRoot cause |