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| Criterion |  Product Discovery Smoke Test |  Systems Thinking Stock and Flow Diagram |  Systems Thinking System Dynamics Simulation |
|---|---|---|---|
Purposedifferent | When demand only needs to be roughly verified, it tests interest with minimal effort. It measures whether people would take a next step at all. | A Stock and Flow Diagram shows how stocks, inflows, and outflows shape a system over time. It is especially suited when growth, delays, or capacity limits determine the dynamics. | System Dynamics Simulation makes assumptions about time, delay, and feedback testable through experiments. It draws relationships, patterns, and feedback loops. The result is captured as a simulation model and scenario reports. |
Complexitydifferent | Low | High | High |
Timedifferent | 1-5 Tage | 2-6 h | Mehrere Tage bis Wochen |
Participantsdifferent | Nutzertraffic | 1-6 | 1-5 Modellierende, Stakeholder asynchron |
Formatdifferent | Async | Workshop + async | Async |
Outputdifferent | Interest Metrics, Conversion Signal, Learning Note | Stock and Flow Model, Dynamics Notes, Simulation Hypotheses | Simulation Model, Scenario Reports |
Tagsno overlap | ValidationExperimentsDemandGrowth | DynamicsSimulationFeedbackSystems thinking | Systems thinkingDynamicsSimulationAnalysis |
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