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Importance: Nearly 727 000 individuals in the US died of opioid overdoses between 1999 and 2022. The current workforce of addiction medicine specialists is inadequate to address the scale of this crisis, and primary care clinicians (PCCs) do not feel sufficiently supported to treat opioid use disorder (OUD).
Objective: To evaluate whether an electronic health record-integrated clinical decision support system (CDSS) increases OUD diagnosis and treatment in primary care.
Design, Setting, And Participants: This pragmatic cluster randomized clinical trial was conducted from April 2021 to December 2023. Primary care clinics in 3 health systems in 4 US states were randomized to receive or not receive an electronic health record-integrated CDSS aimed at improving OUD diagnosis and treatment. Eligible patients were aged 18 to 75 years, visited a randomized clinic, and had an OUD diagnosis in the last 2 years, opioid overdose in the last 6 months, or risk score indicating high risk of OUD or opioid overdose. Data were analyzed from September 2023 to October 2024.
Interventions: The OUD CDSS provided personalized treatment recommendations to patients and PCCs in intervention clinics.
Main Outcomes And Measures: Primary outcomes were likelihood to receive (1) an OUD diagnosis (among high-risk patients without a baseline OUD diagnosis), (2) a naloxone prescription, or (3) a prescription of a medication for OUD (MOUD) or specialty referral, all within 30 days of first eligible (index) visit, and (4) days covered by a MOUD prescription in the 90 days after index.
Results: Among 10 891 patients meeting eligibility criteria, 5918 (54.3%) were female, and the mean (SD) age was 48.0 (13.9) years. There was no difference in OUD diagnoses within 30 days between groups. Patients in the intervention group had more naloxone orders (80 of 5538 [1.4%] vs 40 of 5353 [0.7%]; odds ratio, 1.76; 95% CI, 1.14-2.72) and orders for MOUDs or treatment referral (775 of 5538 [14.0%] vs 503 of 5353 [9.4%]; odds ratio, 1.48; 95% CI, 1.05-2.08) within 30 days. There were no differences in median (IQR) days covered by MOUD over 90 days postindex between intervention (84 [55-90] days) and usual care (83 [55-90] days; rate ratio, 1.00; 95% CI, 0.93-1.08) or in overdose or death rates during the intervention period.
Conclusions And Relevance: In this cluster randomized clinical trial, the intervention improved rates of naloxone orders and OUD treatment in primary care but did not affect days covered by a MOUD over 90 days postindex or overdose or death rates. These findings demonstrate an OUD CDSS can help increase access to OUD treatment in primary care.
Trial Registration: ClinicalTrials.gov Identifier: NCT04198428.
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http://dx.doi.org/10.1001/jamainternmed.2025.2535 | DOI Listing |
Am J Prev Med
September 2025
Department of Epidemiology and Biostatistics, Michigan State University, East Lansing, MI, USA.
Introduction: Opioid-related deaths among perinatal populations have increased sharply in the United States. Whether the recent ascendence of illicit fentanyl and other synthetic opioids in the drug supply translates to increasing prenatal opioid use disorder (OUD) remains unknown. This study tested whether California's comparatively late fentanyl influx, in 2019, was associated with a subsequent increase in OUD among pregnant people.
View Article and Find Full Text PDFDrug Alcohol Depend Rep
September 2025
Center for Behavioral Emergency and Addiction Research, McWilliams School of Biomedical Informatics, The University of Texas Health Sciences Center at Houston (UTHealth), Houston, TX, United States.
Introduction: As the prevalence of opioid use disorder (OUD) continues to rise, early detection by medical professionals can often be the first step in linking individuals to treatment. This systematic review was designed to identify implemented OUD screening and assessment tools with studies published from January 2019 through June 2024, uncover common themes associated with implementation, and determine if these tools were recommended in clinical practice.
Methods: A systematic literature search was conducted within PubMed, EMBASE, and Web of Science using the keywords 'opioid use disorder,' 'documentation,' and 'screening assessment tool.
Subst Use Addctn J
October 2025
Health Economics Resource Center, VA Palo Alto Health Care System, Palo Alto, CA, USA.
Background: To address the opioid use disorder (OUD) public health crisis, the ADvancing Pharmacological Treatments for OUD (ADaPT-OUD) external facilitation randomized trial was conducted in 8 intervention and 27 matched control low-performing Veterans Health Administration (VHA) facilities to increase the prescribing of medications for OUD (MOUD). Facilities were considered low-performers if they were in the bottom quartile of the facility ratio of Veterans with OUD who received MOUD. The objective of this analysis was to evaluate the healthcare expenditures of Veterans with OUD who received care in ADaPT-OUD intervention facilities compared to those receiving care in matched control facilities.
View Article and Find Full Text PDFJ Opioid Manag
September 2025
Larner College of Medicine, Burlington, Vermont. ORCID: https://orcid.org/0000-0001-5355-5999.
Objective: The effects of opioid use disorder (OUD) are devastating and wide-ranging. Although the information in the >43,000 manuscripts on OUD are searchable, gaining a comprehensive grasp of this information is out of reach to most persons. We present a pilot study to use published data on OUD, repurpose it for rapid comprehension and distribution to the world.
View Article and Find Full Text PDFJ Subst Use Addict Treat
August 2025
Department of Pharmaceutical Outcomes & Policy, University of Florida, Gainesville, FL, USA; Center for Drug Evaluation and Safety, University of Florida, Gainesville, FL, USA; Department of Information Systems and Operations Management, University of Florida, Gainesville, FL, USA. Electronic addres
Importance: Attention-deficit/hyperactivity disorder (ADHD) is a condition often comorbid with substance use disorders. With the increase in opioid and stimulant overdoses, there remains concern regarding the appropriateness of psychostimulants for patients on maintenance therapy for opioid use disorder (OUD) with co-occurring ADHD.
Objectives: To assess the impact of psychostimulant use on outcomes of OUD maintenance therapy with buprenorphine based on rates of (1) treatment discontinuation and (2) opioid-related hospitalization.