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| Criterion |  Knowledge Modeling Concept Mapping |  Operations After-Action Review |  Operations 5 Whys |  Operations Learning Review |
|---|---|---|---|---|
Purposedifferent | 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. | After missions or project phases with unclear outcomes, the method makes visible what actually happened and what can be learned from it. It separates course, effect, and causes so experience turns into solid improvement. | For a single, hard-to-explain deviation, the method exposes the causal chain behind the visible symptom. It keeps the cause open until a controllable condition emerges instead of a mere description. | After a project phase with mixed results, the method makes learning from the individual case reusable. It connects events, decisions, and systemic conditions into robust insights. |
Complexitydifferent | Medium | Low | Low | Medium |
Timedifferent | 1-2 h | 20-45 min | 15-30 min | 1-3 h |
Participantsdifferent | 1-8 | 3-12 | 2-6 | 3-10 |
Formatdifferent | Workshop + async | Workshop + async | Workshop | Workshop |
Outputdifferent | Concept Map, Relationship Labels, Knowledge Gaps | Lessons learned, Action items, Event summary | Root cause notes, Countermeasures | Learning Review Notes, System Factors, Improvement Actions |
Tagsno overlap | KnowledgeConceptsMappingSensemaking | LearningOperationsImprovement | Root causeIncidentLeanProblem solving | LearningRetrospectiveIncidentOperations |