In this cohort study of 17,428 Medicaid-enrolled adults with an emergency department encounter for opioid use disorder, the buprenorphine treatment Opioid Hospital Quality Improvement Program (O-HQIP) pathway was associated with significantly increased prescription fills for buprenorphine within 30 days of discharge.