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| Criterion |  Decision Making Risk Matrix |  UX Research HEART Framework |  Product Discovery Assumption Mapping |  Product Strategy Counter Metrics |
|---|---|---|---|---|
Purposedifferent | When a project faces many possible disruptions, it quickly becomes unclear which risks deserve attention first. It separates options, evaluation criteria, and open risks. The result is captured as a Risk Matrix and a Top Risk 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. | When assumptions still sit unordered in the room, it weighs uncertainty against leverage. It makes visible which hypotheses should be checked first. | 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 | Low | Medium | Medium | Low |
Timedifferent | 30-60 min | 120 min initial, dann laufend | 45-60 min | 30-60 min |
Participantsdifferent | 3-10 | 3-6 | 2-8 | 2-6 |
Formatsame | Workshop + async | Workshop + async | Workshop + async | Workshop + async |
Outputdifferent | Risk Matrix, Top Risk List | HEART-GSM Table, Dashboard | Assumption map, Test backlog, Risk ranking | Counter Metric List, Guardrail Definitions |
Tagsno overlap | RiskDecisionPrioritizationAssessment | MetricsUX researchMeasurementSatisfaction | AssumptionsRiskExperimentsValidation | MetricsMeasurementStrategyExperiments |