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| Criterion |  Operations PDCA Cycle |  UX Research Empathy Mapping |  Product Discovery Smoke Test |
|---|---|---|---|
Purposedifferent | For an improvement that still has to prove itself in everyday work, the method runs it through small learning loops. It connects planning, checking, and standardization into a repeatable learning mode. | When a lot is assumed about a target group but little is seen jointly, empathy mapping makes knowledge and gaps directly comparable. The picture also shows which assumptions hold up and where evidence is missing. | 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. |
Complexitysame | Low | Low | Low |
Timedifferent | 1 h bis mehrere Wochen | 30–60 min | 1-5 Tage |
Participantsdifferent | 1-8 | 4-8 | Nutzertraffic |
Formatdifferent | Workshop + async | Workshop | Async |
Outputdifferent | PDCA Log, Experiment Plan, Learning Outcome, Standard Change | Empathy Map, Assumptions List, Research Gaps | Interest Metrics, Conversion Signal, Learning Note |
Tagsno overlap | Continuous improvementLeanExperiments | SynthesisQualitativeWorkshop | ValidationExperimentsDemandGrowth |
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