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| Criterion |  Knowledge Modeling Concept Mapping |  Product Strategy Counter Metrics |  Engineering Goal Question Metric |
|---|---|---|---|
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 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. | 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. |
Complexitydifferent | Medium | Low | Medium |
Timedifferent | 1-2 h | 30-60 min | 90-180 min |
Participantsdifferent | 1-8 | 2-6 | 3-6 |
Formatdifferent | Workshop + async | Workshop + async | Workshop |
Outputdifferent | Concept Map, Relationship Labels, Knowledge Gaps | Counter Metric List, Guardrail Definitions | GQM Table, Metric Profiles |
Tagsno overlap | KnowledgeConceptsMappingSensemaking | MetricsMeasurementStrategyExperiments | MetricsMeasurementEngineeringAlignment |
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