Adverse drug events related to opioid medications are a significant patient safety concern. This analysis of insurer claims data demonstrated that changing opioid prescribing requirements, including implementing patient–provider agreements, requiring prior authorization, and enforcing quantity limits, led to a decline in opioid prescribing. The authors recommend that insurers implement policies from the Centers for Disease Control and Prevention opioid guidelines to improve safety.