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| Criterion |  Knowledge Modeling Knowledge Mapping |  Knowledge Modeling Concept Mapping |  Systems Thinking VUCA Scan |  Decision Making Red Teaming |
|---|---|---|---|---|
Purposedifferent | 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. | 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. | For strategic decisions with high reach, agreement and gut feeling are often not enough. Red teaming brings deliberate opposition into the situation and tests where a plan breaks under real counterarguments. |
Complexitydifferent | Medium | Medium | Low | High |
Timedifferent | 1-3 h | 1-2 h | 30-90 min | 1-4 h |
Participantsdifferent | 3-12 | 1-8 | 1-10 | 3-8 |
Formatdifferent | Workshop | Workshop + async | Workshop + async | Workshop |
Outputdifferent | Knowledge Map, Critical Knowledge Areas, Transfer Plan | Concept Map, Relationship Labels, Knowledge Gaps | VUCA Map, Response Options, Signal and Learning Plan | Challenge Findings, Risk Register, Mitigation Plan |
Tagsno overlap | KnowledgeMappingRisk | KnowledgeConceptsMappingSensemaking | SensemakingUncertaintyComplexityStrategyForesight | RiskDecisionSensemaking |