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| Criterion |  Knowledge Modeling Concept Mapping |  Engineering Goal Question Metric |  Product Strategy Counter Metrics |
|---|---|---|---|
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. | Helps clarify technical problems, hypotheses, and next steps in concrete terms. It breaks a technical problem into testable parts. The result is captured as a GQM table and metric briefs. | 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. |
Complexitydifferent | Medium | Medium | Low |
Timedifferent | 1-2 h | 90-180 min | 30-60 min |
Participantsdifferent | 1-8 | 3-6 | 2-6 |
Formatdifferent | Workshop + async | Workshop | Workshop + async |
Outputdifferent | Concept Map, Relationship Labels, Knowledge Gaps | GQM Table, Metric Profiles | Counter Metric List, Guardrail Definitions |
Tagsno overlap | KnowledgeConceptsMappingSensemaking | MetricsMeasurementEngineeringAlignment | MetricsMeasurementStrategyExperiments |
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