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| Criterion |  Decision Making Cynefin Workshop |  UX Research HEART Framework |  Decision Making Argument Mapping |  Product Strategy Counter Metrics |
|---|---|---|---|---|
Purposedifferent | When problems are unclear, chaotic, or only seemingly familiar, standard recipes fall short. A Cynefin Workshop sorts situations by the nature of their problem and connects them with matching action logic. | 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 statements, evidence, and counterarguments get mixed up, a debate quickly loses its structure. Argument Mapping breaks a thesis down into its reasoning and makes visible what it really rests on. | 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 | Medium | Low |
Timedifferent | 60-180 min | 120 min initial, dann laufend | 1-3 h | 30-60 min |
Participantsdifferent | 4-20 | 3-6 | 1-8 | 2-6 |
Formatdifferent | Workshop | Workshop + async | Workshop + async | Workshop + async |
Outputdifferent | Cynefin Map, Domain-specific Actions, Sensemaking Notes | HEART-GSM Table, Dashboard | Argument Map, Evidence Gaps, Decision Rationale | Counter Metric List, Guardrail Definitions |
Tagsno overlap | ComplexitySensemakingDecision | MetricsUX researchMeasurementSatisfaction | SensemakingDecisionRationale | MetricsMeasurementStrategyExperiments |