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| Criterion |  Systems Thinking VUCA Scan |  Decision Making Argument Mapping |  Operations After-Action Review |
|---|---|---|---|
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. | When statements, evidence, and counterarguments get mixed up, a debate quickly loses its structure. Argument Mapping breaks a thesis down into its reasoning and makes visible what it really rests on. | 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. |
Complexitydifferent | Low | Medium | Low |
Timedifferent | 30-90 min | 1-3 h | 20-45 min |
Participantsdifferent | 1-10 | 1-8 | 3-12 |
Formatsame | Workshop + async | Workshop + async | Workshop + async |
Outputdifferent | VUCA Map, Response Options, Signal and Learning Plan | Argument Map, Evidence Gaps, Decision Rationale | Lessons learned, Action items, Event summary |
Tagsno overlap | SensemakingUncertaintyComplexityStrategyForesight | SensemakingDecisionRationale | LearningOperationsImprovement |
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