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| Criterion |  Product Strategy Counter Metrics |  UX Research Affinity Diagramming |  Operations 8D Problem Solving |  Product Strategy KPI Tree |
|---|---|---|---|---|
Purposedifferent | 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. | When research notes, feedback, or observations sit unconnected side by side, affinity diagramming sorts the raw material into solid themes. Many individual points turn into patterns that make decisions and opportunities clearer. | For an acute quality or delivery problem, the method structures immediate protection and root cause work together. It keeps the situation stable while the actual cause is investigated cleanly. | When metrics across the organization drift apart, it arranges drivers and effects under one shared logic. It connects customer value, product logic, and decision priorities. The result is captured as a KPI tree and owner list. |
Complexitydifferent | Low | Low | High | Medium |
Timedifferent | 30-60 min | 45–90 min | 1-6 Wochen | 90-180 min initial, dann laufend |
Participantsdifferent | 2-6 | 3-10 | 4-10 | 3-8 |
Formatdifferent | Workshop + async | Workshop | Workshop + async | Workshop + async |
Outputdifferent | Counter Metric List, Guardrail Definitions | Theme clusters, Insight statements, Opportunity areas | 8D Report, Containment Plan, Root Cause Evidence, Corrective Action Plan | KPI Tree, Owner List |
Tagsno overlap | MetricsMeasurementStrategyExperiments | SynthesisQualitativeRoot cause | QualityProblem solvingRoot cause | MetricsStrategyAlignmentMeasurement |