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| Criterion |  Systems Thinking VUCA Scan |  Knowledge Modeling Concept Mapping |  Knowledge Modeling Knowledge Mapping |  Decision Making Cynefin Workshop |
|---|---|---|---|---|
Purposedifferent | 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. | 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. | Knowledge Mapping makes knowledge, gaps, and transfer paths visible across a field. It fits when expertise should not just exist but also be findable and transferable. | 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 | Low | Medium | Medium | Medium |
Timedifferent | 30-90 min | 1-2 h | 1-3 h | 60-180 min |
Participantsdifferent | 1-10 | 1-8 | 3-12 | 4-20 |
Formatdifferent | Workshop + async | Workshop + async | Workshop | Workshop |
Outputdifferent | VUCA Map, Response Options, Signal and Learning Plan | Concept Map, Relationship Labels, Knowledge Gaps | Knowledge Map, Critical Knowledge Areas, Transfer Plan | Cynefin Map, Domain-specific Actions, Sensemaking Notes |
Tagsno overlap | SensemakingUncertaintyComplexityStrategyForesight | KnowledgeConceptsMappingSensemaking | KnowledgeMappingRisk | ComplexitySensemakingDecision |