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| Criterion |  Knowledge Modeling Concept Mapping |  Decision Making Argument Mapping |  Product Strategy Counter Metrics |  Knowledge Modeling IBIS |
|---|---|---|---|---|
Purposedifferent | 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. | 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. | When a headline metric could mask side effects, it adds guardrail signals against unwanted outcomes. It connects customer value, product logic, and decision priorities. The result is captured as a counter-metric list and guardrail definitions. | 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. |
Complexitydifferent | Medium | Medium | Low | Medium |
Timedifferent | 1-2 h | 1-3 h | 30-60 min | 1-3 h |
Participantsdifferent | 1-8 | 1-8 | 2-6 | 2-8 |
Formatsame | Workshop + async | Workshop + async | Workshop + async | Workshop + async |
Outputdifferent | Concept Map, Relationship Labels, Knowledge Gaps | Argument Map, Evidence Gaps, Decision Rationale | Counter Metric List, Guardrail Definitions | Issue Map, Positions, Argument Notes |
Tagsno overlap | KnowledgeConceptsMappingSensemaking | SensemakingDecisionRationale | MetricsMeasurementStrategyExperiments | RationaleKnowledgeDecision |