Primary care clinicians' perspectives on an electronic health record-integrated clinical decision support tool for opioid use disorder Journal Article uri icon
Overview
abstract
  • Background
    Opioid use disorder (OUD) remains a significant public health issue. Yet, few primary care clinicians (PCCs) screen for, diagnose, or treat OUD. Clinical decision support tools (CDS) integrated into the electronic health record improve process and outcome measures across a variety of conditions. We evaluated PCC perspectives on an OUD CDS tool (Opioid Wizard) deployed through a clinic-randomized trial.
    Methods
    This is a secondary analysis of CTN-0095, a trial evaluating the effectiveness of Opioid Wizard on OUD process and outcome measures. In short, 92 primary care clinics across three health systems were randomized to Opioid Wizard or usual care. PCCs completed online surveys pre- and 9-month post-Opioid Wizard's go-live date. Survey items measured PCC self-reports on their confidence and ability to manage OUD, and for PCCs in Opioid Wizard clinics, perceptions about the tool. Generalized linear mixed models with Poisson distribution estimated change in survey response from baseline to follow-up within each treatment group (risk ratios) and in intervention relative to control clinics (ratio of risk ratios).
    Results
    361 PCCs (n = 180 Opioid Wizard, n = 181 usual care, 63% female) answered at least one survey. Confidence in screening (RR 1.32, 95% CI 1.07, 1.62), diagnosing (RR 1.24, 95% CI 1.02, 1.50), and referring (RR 1.17, 95% CI 1.02, 1.34) patients for OUD care significantly increased in Opioid Wizard clinics only. Confidence in treating OUD with buprenorphine did not increase in either setting. Of 55 PCCs who used Opioid Wizard at least once, 80% agreed Opioid Wizard made tasks easier and 70% agreed using Opioid Wizard was time “well spent”, but only 44% were likely to recommend it to colleagues.
    Conclusion
    Opioid Wizard increased PCC confidence across a variety of OUD care measures yet enthusiasm for and use of the tool was limited. Efforts to increase Opioid Wizard use may improve OUD care measures.

  • Link to Article
    publication date
  • 2026
  • published in
    Research
    keywords
  • Clinical Decision Support Systems
  • Medical Records Systems, Computerized
  • Opioid Use Disorders
  • Primary Health Care
  • Quality of Health Care
  • Randomized Controlled Trials
  • Substance Abuse
  • Additional Document Info
    volume
  • 186