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| Criterion |  UX Research Surveys |  UX Research HEART Framework |  Innovation Design Thinking |  Product Strategy Counter Metrics |
|---|---|---|---|---|
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. | For complex user problems with an uncertain cause, the method connects observation, interpretation, and experiment into a learning cycle. It keeps the focus on real needs and avoids premature solution language. This produces robust decisions for product and service. | 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 | Medium | High | Low |
Timedifferent | 3-14 Tage | 120 min initial, dann laufend | 1 Tag bis mehrere Wochen | 30-60 min |
Participantsdifferent | 50+ | 3-6 | 4-10 | 2-6 |
Formatdifferent | Async | Workshop + async | Workshop | Workshop + async |
Outputdifferent | Survey Results, Charts, Segment Insights | HEART-GSM Table, Dashboard | Problem Statement, Prototype, Test Learnings | Counter Metric List, Guardrail Definitions |
Tagsno overlap | QuantitativeResearchValidation | MetricsUX researchMeasurementSatisfaction | InnovationPrototypeResearch | MetricsMeasurementStrategyExperiments |