ArticleAddiction science & clinical practice2021
PRimary Care Opioid Use Disorders treatment (PROUD) trial protocol: a pragmatic, cluster-randomized implementation trial in primary care for opioid use disorder treatment.
Article in Addiction science & clinical practice, 2021. 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 37 papers, 2 of them syntheses that pooled it.
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
37 citing papers in PubMed, 2 syntheses or guidelines pooled it, 58 citations in OpenAlex.
- Selection and reporting of usual care comparators when designing primary care trials of complex health interventions: a systematic review.The British journal of general practice : the journal of the Royal College of General Practitioners · 2025Pooled it
- The impact of methamphetamine/amphetamine use on receipt and outcomes of medications for opioid use disorder: a systematic review.Addiction science & clinical practice · 2021Pooled it
- 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
- 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
- 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
- Expanding rural access to chronic pain care through nurse care management: A hybrid type I effectiveness-implementation trial protocol.PloS one · 2026Article
- Review of clinical medication adherence in patients with schizophrenia.World journal of psychiatry · 2025Review
- Why is substance use missing from my patient's problem list? CTN research to advance screening, prevention, and treatment of substance use in primary care.Journal of substance use and addiction treatment · 2025Article
- "The hardest part of what we're doing": research staff perspectives on engaging marginalized populations in substance use trials.Substance abuse treatment, prevention, and policy · 2025Article
- Impact of an opioid use disorder medication implementation intervention on hospitalization and emergency department utilization in the Veterans Health Administration.BMC psychiatry · 2025Article
- Engagement, initiation, and retention in medication treatment for opioid use disorder among young adults: A narrative review of challenges and opportunities.Journal of substance use and addiction treatment · 2024Review
- Prescription Digital Therapeutics for Substance Use Disorder in Primary Care: Mixed Methods Evaluation of a Pilot Implementation Study.JMIR formative research · 2024Article
- A qualitative exploration of the use of telehealth for opioid treatment: Implications for nurse-managed care.Journal of clinical nursing · 2024Article
- Evaluating tests for cluster-randomized trials with few clusters under generalized linear mixed models with covariate adjustment: A simulation study.Statistics in medicine · 2024Article
- Nurse Care Management for Opioid Use Disorder Treatment: The PROUD Cluster Randomized Clinical Trial.JAMA internal medicine · 2023Article
- Impact of an intervention to implement provision of opioid use disorder medication among patients with and without co-occurring substance use disorders.Journal of substance use and addiction treatment · 2023Article
- A Complex mHealth Coaching Intervention to Prevent Overweight, Obesity, and Diabetes in High-Risk Women in Antenatal Care: Protocol for a Hybrid Type 2 Effectiveness-Implementation Study.JMIR research protocols · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
31 authors at 18 institutions in 1 country.
Funding
Abstract
backgroundMost people with opioid use disorder (OUD) never receive treatment. Medication treatment of OUD in primary care is recommended as an approach to increase access to care. The PRimary Care Opioid Use Disorders treatment (PROUD) trial tests whether implementation of a collaborative care model (Massachusetts Model) using a nurse care manager (NCM) to support medication treatment of OUD in primary care increases OUD treatment and improves outcomes. Specifically, it tests whether implementation of collaborative care, compared to usual primary care, increases the number of days of medication for OUD (implementation objective) and reduces acute health care utilization (effectiveness objective). The protocol for the PROUD trial is presented here.
methodsPROUD is a hybrid type III cluster-randomized implementation trial in six health care systems. The intervention consists of three implementation strategies: salary for a full-time NCM, training and technical assistance for the NCM, and requiring that three primary care providers have DEA waivers to prescribe buprenorphine. Within each health system, two primary care clinics are randomized: one to the intervention and one to Usual Primary Care. The sample includes all patients age 16-90 who visited the randomized primary care clinics from 3 years before to 2 years after randomization (anticipated to be > 170,000). Quantitative data are derived from existing health system administrative data, electronic medical records, and/or health insurance claims ("electronic health records," [EHRs]). Anonymous staff surveys, stakeholder debriefs, and observations from site visits, trainings and technical assistance provide qualitative data to assess barriers and facilitators to implementation. The outcome for the implementation objective (primary outcome) is a clinic-level measure of the number of patient days of medication treatment of OUD over the 2 years post-randomization. The patient-level outcome for the effectiveness objective (secondary outcome) is days of acute care utilization [e.g. urgent care, emergency department (ED) and/or hospitalizations] over 2 years post-randomization among patients with documented OUD prior to randomization. DISCUSSION: The PROUD trial provides information for clinical leaders and policy makers regarding potential benefits for patients and health systems of a collaborative care model for management of OUD in primary care, tested in real-world diverse primary care settings. Trial registration # NCT03407638 (February 28, 2018); CTN-0074 https://clinicaltrials.gov/ct2/show/NCT03407638?term=CTN-0074&draw=2&rank=1.
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Registered trials
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.