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| Criterion |  UX Research Surveys |  UX Research HEART Framework |  Product Strategy Counter Metrics |  Business Strategy Balanced Scorecard |
|---|---|---|---|---|
Purposedifferent | When a topic needs to be validated broadly and many people can answer the same question, surveys gather structured feedback in a scalable form. Answers become comparable and segmentable instead of remaining merely anecdotal. | 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. | 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 | Medium | Low | High |
Timedifferent | 3-14 Tage | 120 min initial, dann laufend | 30-60 min | Halber Tag bis mehrere Wochen |
Participantsdifferent | 50+ | 3-6 | 2-6 | 4-12 |
Formatdifferent | Async | Workshop + async | Workshop + async | Workshop + async |
Outputdifferent | Survey Results, Charts, Segment Insights | HEART-GSM Table, Dashboard | Counter Metric List, Guardrail Definitions | Balanced Scorecard, Strategic Measures, Initiative Map |
Tagsno overlap | QuantitativeResearchValidation | MetricsUX researchMeasurementSatisfaction | MetricsMeasurementStrategyExperiments | StrategyMetricsExecution |