ArticleJAMA internal medicine2023
Nurse Care Management for Opioid Use Disorder Treatment: The PROUD Cluster Randomized Clinical Trial.
Article in JAMA internal medicine, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT03407638 (PRimary Care Opioid Use Disorders Treatment), which is not on this map. Cited by 29 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
PRimary Care Opioid Use Disorders Treatment (PROUD) Trial
Who cites it
29 citing papers in PubMed, 30 citations in OpenAlex.
- Differences in benefits of office based opioid treatment: Secondary analyses across sub-groups in the PROUD randomized controlled implementation trial.Addiction (Abingdon, England) · 2026Trial
- The difference-making role of staff support in implementing nurse care management for opioid use disorder treatment: A configurational analysis.Journal of substance use and addiction treatment · 2025Trial
- Initiating Injectable Buprenorphine in People Hospitalized With Infections: A Randomized Clinical Trial.JAMA network open · 2025Trial
- Provider experiences delivering collaborative care for co-occurring opioid and mental health disorders: a qualitative study.Family practice · 2025Trial
- Does implementation of office based addiction treatment by a nurse care manager increase the duration of OUD treatment in primary care? A secondary analysis of the PROUD randomized control trial.Drug and alcohol dependence · 2024Trial
- Nurse Care Management of Opioid Use Disorder Treatment After 3 Years: A Secondary Analysis of the PROUD Cluster Randomized Clinical Trial.JAMA network open · 2024Trial
- Offering nurse care management for opioid use disorder in primary care: Impact on emergency and hospital utilization in a cluster-randomized implementation trial.Drug and alcohol dependence · 2024Trial
- Comparing Buprenorphine Treatment Outcomes Among Kentucky Medicaid Patients by Prescriber Specialty and Type.Substance use & misuse · 2026Article
- "The Sky Didn't Fall": Patient and Clinician Experiences With Increased Buprenorphine Prescription Lengths During Pandemic-related Telehealth Expansion.Journal of addiction medicine · 2026Article
- Peer Prescriber Support Strategies to Increase Buprenorphine Prescribing in Primary Care.Substance use & addiction journal · 2026Article
- Trends in Use of Medications for Opioid Use Disorder among Commercially Insured U.S. Surgical Patients, 2016 to 2022.Anesthesiology · 2026Article
- Variability in medication treatment of opioid use disorder in primary care: Comparison of PROUD trial intervention clinics and other exemplar clinics.Journal of substance use and addiction treatment · 2026Article
- Increased risk of type I errors for detecting heterogeneity of treatment effects in cluster-randomized trials using mixed-effect models.BMC medical research methodology · 2026Article
- Expanding rural access to chronic pain care through nurse care management: A hybrid type I effectiveness-implementation trial protocol.PloS one · 2026Article
- Association between nurses' knowledge and attitudes and caring behaviors toward people with opioid use disorder.PloS one · 2026Article
- Three trajectories of implementation of medications for opioid use disorder in primary care.Addiction science & clinical practice · 2025Article
- Increasing Opioid Use Disorder Medication Treatment in Primary Care-What Works?JAMA internal medicine · 2025Article
- Supporting Unhealthy Substance use care Through a whole person Approach and user centered INtegration into primary care (SUSTAIN): Study protocol for a type 2 hybrid effectiveness-implementation trial.Journal of substance use and addiction treatment · 2025Article
- Associations between COVID impact domains and time to buprenorphine treatment disengagement.The American journal of drug and alcohol abuse · 2025Article
- Opioid Use Disorder in Older Adults: a Narrative Review.Current geriatrics reports · 2025Article
Corrections and comments
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Authors and funding
51 authors at 17 institutions in 1 country.
Funding
Abstract
Importance: Few primary care (PC) practices treat patients with medications for opioid use disorder (OUD) despite availability of effective treatments. Objective: To assess whether implementation of the Massachusetts model of nurse care management for OUD in PC increases OUD treatment with buprenorphine or extended-release injectable naltrexone and secondarily decreases acute care utilization. Design, Setting, and Participants: The Primary Care Opioid Use Disorders Treatment (PROUD) trial was a mixed-methods, implementation-effectiveness cluster randomized clinical trial conducted in 6 diverse health systems across 5 US states (New York, Florida, Michigan, Texas, and Washington). Two PC clinics in each system were randomized to intervention or usual care (UC) stratified by system (5 systems were notified on February 28, 2018, and 1 system with delayed data use agreement on August 31, 2018). Data were obtained from electronic health records and insurance claims. An implementation monitoring team collected qualitative data. Primary care patients were included if they were 16 to 90 years old and visited a participating clinic from up to 3 years before a system's randomization date through 2 years after. Intervention: The PROUD intervention included 3 components: (1) salary for a full-time OUD nurse care manager; (2) training and technical assistance for nurse care managers; and (3) 3 or more PC clinicians agreeing to prescribe buprenorphine. Main Outcomes and Measures: The primary outcome was a clinic-level measure of patient-years of OUD treatment (buprenorphine or extended-release injectable naltrexone) per 10 000 PC patients during the 2 years postrandomization (follow-up). The secondary outcome, among patients with OUD prerandomization, was a patient-level measure of the number of days of acute care utilization during follow-up. Results: During the baseline period, a total of 130 623 patients were seen in intervention clinics (mean [SD] age, 48.6 [17.7] years; 59.7% female), and 159 459 patients were seen in UC clinics (mean [SD] age, 47.2 [17.5] years; 63.0% female). Intervention clinics provided 8.2 (95% CI, 5.4-∞) more patient-years of OUD treatment per 10 000 PC patients compared with UC clinics (P = .002). Most of the benefit accrued in 2 health systems and in patients new to clinics (5.8 [95% CI, 1.3-∞] more patient-years) or newly treated for OUD postrandomization (8.3 [95% CI, 4.3-∞] more patient-years). Qualitative data indicated that keys to successful implementation included broad commitment to treat OUD in PC from system leaders and PC teams, full financial coverage for OUD treatment, and straightforward pathways for patients to access nurse care managers. Acute care utilization did not differ between intervention and UC clinics (relative rate, 1.16; 95% CI, 0.47-2.92; P = .70). Conclusions and Relevance: The PROUD cluster randomized clinical trial intervention meaningfully increased PC OUD treatment, albeit unevenly across health systems; however, it did not decrease acute care utilization among patients with OUD. Trial Registration: ClinicalTrials.gov Identifier: NCT03407638.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.