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| Criterion |  UX Research HEART Framework |  Growth A/B Testing |  Architecture arc42 |  Product Strategy Counter Metrics |
|---|---|---|---|---|
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 two variants compete, discussions quickly decide by taste rather than effect. A/B Testing checks behavior under controlled conditions and separates real improvement from chance or expectation effects. | arc42 structures architecture knowledge so teams can document system, decisions, and risks consistently. The template builds a living understanding of the architecture instead of scattered notes. | 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 | Medium | High | Low | Low |
Timedifferent | 120 min initial, dann laufend | 1-4 Wochen | 1-2 Tage | 30-60 min |
Participantsdifferent | 3-6 | 1-6 | 1-4 | 2-6 |
Formatdifferent | Workshop + async | Async | Workshop + async | Workshop + async |
Outputdifferent | HEART-GSM Table, Dashboard | Experiment results, Decision log, Learning summary | Architecture Document, Context View, Runtime View, Deployment View | Counter Metric List, Guardrail Definitions |
Tagsno overlap | MetricsUX researchMeasurementSatisfaction | ExperimentsGrowthAnalyticsValidation | ArchitectureDocumentationCommunication | MetricsMeasurementStrategyExperiments |