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| Criterion |  Decision Making PERT Estimation |  Knowledge Modeling Knowledge Mapping |  Systems Thinking VUCA Scan |  Decision Making Cynefin Workshop |
|---|---|---|---|---|
Purposedifferent | On complex initiatives, a plain average tends to understate just how uncertain the outcome really is. It separates options, evaluation criteria, and open risks. The result is captured as a PERT Estimate, Expected Value, and Risk Notes. | 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. | 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. | 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 | Medium | Low | Medium |
Timedifferent | 15-45 min | 1-3 h | 30-90 min | 60-180 min |
Participantsdifferent | 1-8 | 3-12 | 1-10 | 4-20 |
Formatdifferent | Workshop + async | Workshop | Workshop + async | Workshop |
Outputdifferent | PERT Estimate, Expected Value, Risk Notes | Knowledge Map, Critical Knowledge Areas, Transfer Plan | VUCA Map, Response Options, Signal and Learning Plan | Cynefin Map, Domain-specific Actions, Sensemaking Notes |
Tagsno overlap | EstimationUncertaintyRisk | KnowledgeMappingRisk | SensemakingUncertaintyComplexityStrategyForesight | ComplexitySensemakingDecision |