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The Medicaid expansions made addiction treatment more accessible but they also made it less costly to obtain the prescription opioids that can trigger an addiction. We investigated the association between the Medicaid expansions and drug-related deaths. We add to the literature by explicitly accounting for the properties of illicit drug markets and by conducting a simulation-based power analysis to assess whether a plausible change in drug-related mortality could be detected with our data. We identify three main challenges in isolating