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| Criterion |  Decision Making Cynefin Workshop |  Operations Accountability Ladder |  Systems Thinking Polarity Mapping |  Decision Making Argument Mapping |
|---|---|---|---|---|
Purposedifferent | 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. | With defensive reactions to problems, the method shifts the view from justification to ownership. It makes visible which reaction stage a person or team is currently stuck on. | Polarity Mapping makes tensions between two opposing poles tangible, such as standardization and adaptation or control and autonomy. The method guards against making apparent either-or decisions prematurely. | 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. |
Complexitydifferent | Medium | Low | Medium | Medium |
Timedifferent | 60-180 min | 20-45 min | 1-2 h | 1-3 h |
Participantsdifferent | 4-20 | 1-8 | 3-12 | 1-8 |
Formatdifferent | Workshop | Workshop + async | Workshop | Workshop + async |
Outputdifferent | Cynefin Map, Domain-specific Actions, Sensemaking Notes | Ownership Reflection, Action Commitment, Coaching Notes | Polarity Map, Warning Signs, Balance Actions | Argument Map, Evidence Gaps, Decision Rationale |
Tagsno overlap | ComplexitySensemakingDecision | ResponsibilityLeadershipTeam | Systems thinkingTradeoffsLeadership | SensemakingDecisionRationale |