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| Criterion |  UX Research HEART Framework |  Product Strategy Counter Metrics |  Engineering Goal Question Metric |  Business Strategy Balanced Scorecard |
|---|---|---|---|---|
Purposedifferent | 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. | 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. | Balanced Scorecard translates strategy into a few interconnected perspectives and metrics. It holds impact, steering, and learning together in daily work instead of narrowing strategy down to financial figures. |
Complexitydifferent | Medium | Low | Medium | High |
Timedifferent | 120 min initial, dann laufend | 30-60 min | 90-180 min | Halber Tag bis mehrere Wochen |
Participantsdifferent | 3-6 | 2-6 | 3-6 | 4-12 |
Formatdifferent | Workshop + async | Workshop + async | Workshop | Workshop + async |
Outputdifferent | HEART-GSM Table, Dashboard | Counter Metric List, Guardrail Definitions | GQM Table, Metric Profiles | Balanced Scorecard, Strategic Measures, Initiative Map |
Tags1 shared | MetricsUX researchMeasurementSatisfaction | MetricsMeasurementStrategyExperiments | MetricsMeasurementEngineeringAlignment | StrategyMetricsExecution |