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| Criterion |  Knowledge Modeling Concept Mapping |  Growth Hooked Model |  Knowledge Modeling IBIS |  Decision Making Cynefin Workshop |
|---|---|---|---|---|
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. | The Hooked Model helps clarify engagement loops, user behavior, and experiments. It makes repeat behavior measurable and captures the result as a hooked loop, trigger map, and reward design. | 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 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. |
Complexitysame | Medium | Medium | Medium | Medium |
Timedifferent | 1-2 h | Multiple workshops over several weeks | 1-3 h | 60-180 min |
Participantsdifferent | 1-8 | 2-8 | 2-8 | 4-20 |
Formatdifferent | Workshop + async | Workshop + async | Workshop + async | Workshop |
Outputdifferent | Concept Map, Relationship Labels, Knowledge Gaps | Hooked loop, Trigger map, Reward design, Ethics check | Issue Map, Positions, Argument Notes | Cynefin Map, Domain-specific Actions, Sensemaking Notes |
Tagsno overlap | KnowledgeConceptsMappingSensemaking | GrowthBehaviorRetention | RationaleKnowledgeDecision | ComplexitySensemakingDecision |