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| Criterion |  Operations Causal Factor Analysis |  Product Strategy KPI Tree |  Product Strategy Counter Metrics |
|---|---|---|---|
Purposedifferent | For an event with a complicated course, the method breaks down the contributing factors along the timeline. It shows how conditions, decisions, and reactions together produce a course of events. | 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. | 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 | High | Medium | Low |
Timedifferent | 2-6 h | 90-180 min initial, dann laufend | 30-60 min |
Participantsdifferent | 3-10 | 3-8 | 2-6 |
Formatsame | Workshop + async | Workshop + async | Workshop + async |
Outputdifferent | Event Timeline, Causal Factor Chart, Cause List, Corrective Actions | KPI Tree, Owner List | Counter Metric List, Guardrail Definitions |
Tagsno overlap | CausalityIncidentRoot causeTimeline | MetricsStrategyAlignmentMeasurement | MetricsMeasurementStrategyExperiments |
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Methods with strong topical overlap with the current selection, not yet in the comparison.
