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| Criterion |  Knowledge Modeling Concept Mapping |  Systems Thinking VUCA Scan |  Decision Making Assumption Surfacing |  Decision Making Cynefin Workshop |
|---|---|---|---|---|
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. | The VUCA Scan helps read difficult situations more precisely. Instead of treating unclarity as generally complicated, the method separates fast change, missing knowledge, systemic entanglement, and ambiguous interpretation. | Plans often contain assumptions that were never openly stated and remain dangerous precisely because of that. Assumption Surfacing makes these silent premises visible and prioritizes which of them carry the initiative or could sink it. | When problems are unclear, chaotic, or only seemingly familiar, standard recipes fall short. A Cynefin Workshop sorts situations by the nature of their problem and connects them with matching action logic. |
Complexitydifferent | Medium | Low | Low | Medium |
Timedifferent | 1-2 h | 30-90 min | 45-90 min | 60-180 min |
Participantsdifferent | 1-8 | 1-10 | 2-8 | 4-20 |
Formatdifferent | Workshop + async | Workshop + async | Workshop + async | Workshop |
Outputdifferent | Concept Map, Relationship Labels, Knowledge Gaps | VUCA Map, Response Options, Signal and Learning Plan | Assumption List, Critical Assumptions, Learning Plan | Cynefin Map, Domain-specific Actions, Sensemaking Notes |
Tagsno overlap | KnowledgeConceptsMappingSensemaking | SensemakingUncertaintyComplexityStrategyForesight | AssumptionsRiskDecisionDiscovery | ComplexitySensemakingDecision |