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| Criterion |  Decision Making Constraint Analysis |  UX Research HEART Framework |  Decision Making Decision Tree |  Product Strategy Counter Metrics |
|---|---|---|---|---|
Purposedifferent | When an initiative stalls, the limit often lies not in the idea but in hard or soft boundary conditions. Constraint Analysis separates these limits and shows which of them can actually be shaped. | 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 decisions with follow-on paths and dependencies, a linear comparison is often not enough. A Decision Tree shows how options branch under conditions and which consequences hang on each branch. | 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 | 30-90 min | 120 min initial, dann laufend | 30-90 min | 30-60 min |
Participantsdifferent | 2-8 | 3-6 | 1-6 | 2-6 |
Formatsame | Workshop + async | Workshop + async | Workshop + async | Workshop + async |
Outputdifferent | Constraint List, Hard/Soft Classification, Option Impact Notes, Decision Boundaries | HEART-GSM Table, Dashboard | Decision Tree, Option Map, Assumption List | Counter Metric List, Guardrail Definitions |
Tagsno overlap | ConstraintsDecisionPlanningOptions | MetricsUX researchMeasurementSatisfaction | DecisionTreeOptions | MetricsMeasurementStrategyExperiments |