Evidence map›Paper›PMID 41106293›Full record

ArticleDrug and alcohol dependence2025

Implementation opportunities for optimizing retention on buprenorphine treatment for people with opioid use disorder in West Virginia.

Roman Ivasiy, Lynn M Madden, Judith Feinberg, Matthew Q Christiansen, Jessica Haas, Kimberly A Johnson, Eteri Machavariani, Bernadine Kwan, Robert Lane, Natalie Kil and 1 more

Abstract read
In one paragraph

Article in Drug and alcohol dependence, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from 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.

2 · The registry

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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

11 authors.

Roman IvasiyYale School of Medicine, Department of Internal Medicine, Section of Infectious Diseases, New Haven, CT, USA; Center for Interdisciplinary Research on AIDS, Yale University, New Haven, CT, USA. Electronic address: roman.ivasiy@yale.edu.
Lynn M MaddenYale School of Medicine, Department of Internal Medicine, Section of Infectious Diseases, New Haven, CT, USA; APT Foundation, New Haven, CT, USA.
Judith FeinbergWest Virginia University School of Medicine, Department of Behavioral Medicine and Psychiatry, 930 Chestnut Ridge Road, Morgantown, WV 26505, USA.
Matthew Q ChristiansenWest Virginia First Foundation, Charleston, WV, USA; Valley Health Systems, Inc, Huntington, WV, USA.
Jessica HaasWest Virginia Primary Care Association, 1700 MacCorkle Ave SE, Charleston, WV 25314, USA.
Kimberly A JohnsonCollege of Behavioral and Community Science, Department of Mental Health Law and Policy, University of South Florida, Tampa, FL, USA.
Eteri MachavarianiYale School of Medicine, Department of Internal Medicine, Section of Infectious Diseases, New Haven, CT, USA.
Bernadine KwanWest Virginia University School of Medicine, Department of Behavioral Medicine and Psychiatry, 930 Chestnut Ridge Road, Morgantown, WV 26505, USA.
Robert LaneWest Virginia University School of Medicine, Department of Behavioral Medicine and Psychiatry, 930 Chestnut Ridge Road, Morgantown, WV 26505, USA.
Natalie KilYale School of Medicine, Department of Internal Medicine, Section of Infectious Diseases, New Haven, CT, USA.
Frederick L AlticeYale School of Medicine, Department of Internal Medicine, Section of Infectious Diseases, New Haven, CT, USA; Center for Interdisciplinary Research on AIDS, Yale University, New Haven, CT, USA; APT Foundation, New Haven, CT, USA; Yale School of Public Health, Department of Epidemiology of Microbial Diseases, New Haven, CT, USA.

Funding

Integrating Addiction and Infectious Diseases Services into Primary Care in Rural SettingsR01DA054703 · NIDA · YALE UNIVERSITY · PI FREDERICK LEWIS ALTICE, JUDITH FEINBERG · 2021 to 2026
$5.7M
NIDA NIH HHS R01 DA054703
6 · The paper itself

Abstract

backgroundWest Virginia leads the U.S. in overdose-related deaths, which can be decreased through buprenorphine treatment of opioid use disorder. Expanding buprenorphine benefits requires retaining patients in treatment. We explored prescribing real-world practices that affect retention.

methodsWe analyzed data from the West Virginia Prescription Drug Monitoring Program for individuals newly initiating buprenorphine in 2022. The primary outcome was time to treatment discontinuation. Baseline covariates included age, sex, and payment method. Dosage and days supplied were assessed at baseline to evaluate treatment initiation practices and as time-dependent measures to examine longitudinal patterns. Proportional hazards models with gamma frailty were used to estimate adjusted hazard ratios (aHRs).

resultsThe 6686 individuals who initiated buprenorphine were in their late thirties (mean 37.8 years) and mostly male (54.3 %). Relative to lower initial dosages (<8mg) and a shorter initial supply (<7 days), higher initial dosages of 8-15mg (aHR=0.75, 95 %CI:0.68-0.82) and ≥ 16mg (aHR=0.67, 95 %CI:0.61-0.74) and longer initial prescription of 7-13 days (aHR=0.75; 95 %CI:0.68-0.81), 14-27 days (aHR=0.43; 95 %CI:0.35-0.52) and, especially ≥ 28 days (aHR=0.31; 95 %CI:0.26-0.37), significantly reduced discontinuation risk (p < 0.001). In the time-dependent models with dosages and days of medication supplied changing over time, the protective effect significantly increased for higher dosages (≥16mg: aHR=0.45; 95 %CI:0.40-0.50) and number of days supplied (≥28 days: aHR=0.10; 95 %CI:0.10-0.11), p < 0.0001. Discontinuation was higher for younger persons, males, and those paying out-of-pocket; public insurance reduced the risk.

conclusionHigher buprenorphine doses and extended take-home dosing substantially improved retention, especially at initiation. To combat West Virginia's opioid crisis, clinicians should adjust prescribing practices accordingly.

Indexed as

BuprenorphineImplementation scienceMedications for Opioid Use Disorder (MOUD)Opioid epidemicOpioid Use Disorder (OUD)Overdose crisisPrescription Drug Monitoring Program (PDMP)Sublingual buprenorphineTreatment retentionWest Virginia

Identifiers

PMID41106293
PMCPMC13261947

What OpenQuestion holds

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Registered trials

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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.