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| Criterion |  Product Strategy KPI Tree |  UX Research HEART Framework |  Systems Thinking VUCA Scan |  Engineering Goal Question Metric |
|---|---|---|---|---|
Purposedifferent | 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. | Helps clarify observations, needs, and patterns in concrete terms. It groups observations into patterns, questions, and decisions. The result is captured as a HEART-GSM table and dashboard. | The VUCA Scan helps read difficult situations more precisely. Instead of treating unclarity as generally complicated, the method separates fast change, missing knowledge, systemic entanglement, and ambiguous interpretation. | 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 | Medium | Low | Medium |
Timedifferent | 90-180 min initial, dann laufend | 120 min initial, dann laufend | 30-90 min | 90-180 min |
Participantsdifferent | 3-8 | 3-6 | 1-10 | 3-6 |
Formatdifferent | Workshop + async | Workshop + async | Workshop + async | Workshop |
Outputdifferent | KPI Tree, Owner List | HEART-GSM Table, Dashboard | VUCA Map, Response Options, Signal and Learning Plan | GQM Table, Metric Profiles |
Tagsno overlap | MetricsStrategyAlignmentMeasurement | MetricsUX researchMeasurementSatisfaction | SensemakingUncertaintyComplexityStrategyForesight | MetricsMeasurementEngineeringAlignment |