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| Criterion |  Decision Making Red Teaming |  Knowledge Modeling IBIS |  Decision Making Decision Matrix |  Knowledge Modeling Concept Mapping |
|---|---|---|---|---|
Purposedifferent | 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. | IBIS structures thinking about complex questions as a sequence of issues, ideas, and arguments. The method keeps discussions open without forcing them into premature consensus. | When several options collide with several criteria, comparison quickly becomes subjective. A Decision Matrix makes the trade-off visible and brings weighting, criteria, and options into a shared logic. | 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. |
Complexitydifferent | High | Medium | Medium | Medium |
Timedifferent | 1-4 h | 1-3 h | 45-90 min | 1-2 h |
Participantsdifferent | 3-8 | 2-8 | 2-8 | 1-8 |
Formatdifferent | Workshop | Workshop + async | Workshop + async | Workshop + async |
Outputdifferent | Challenge Findings, Risk Register, Mitigation Plan | Issue Map, Positions, Argument Notes | Decision Matrix, Scoring Rationale, Selected Option | Concept Map, Relationship Labels, Knowledge Gaps |
Tagsno overlap | RiskDecisionSensemaking | RationaleKnowledgeDecision | DecisionCriteriaScoringTradeoffs | KnowledgeConceptsMappingSensemaking |