Evidence map›Paper›PMID 40020306›Full record

ArticleThe International journal on drug policy2025

Retention and dropout from sublingual and extended-release buprenorphine treatment: A comparative analysis of data from a nationally representative sample of commercially-insured people with opioid use disorder in the United States.

Roman Ivasiy, Lynn M Madden, Kimberly A Johnson, Eteri Machavariani, Bachar Ahmad, David Oliveros, Jiale Tan, Natalie Kil, Frederick L Altice

Abstract readComparative Study
In one paragraph

Article in The International journal on drug policy, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed
–field-weighted citation impact
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

9 citing papers in PubMed.

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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

9 authors.

Roman IvasiyYale School of Medicine, Section of Infectious Diseases, New Haven, CT, United States; Center for Interdisciplinary Research on AIDS, Yale University, New Haven, CT, United States. Electronic address: roman.ivasiy@yale.edu.
Lynn M MaddenYale School of Medicine, Section of Infectious Diseases, New Haven, CT, United States; APT Foundation, New Haven, CT, United States.
Kimberly A JohnsonCollege of Behavioral and Community Science, Department of Mental Health Law and Policy, University of South Florida, Tampa, FL, United States.
Eteri MachavarianiYale School of Medicine, Section of Infectious Diseases, New Haven, CT, United States.
Bachar AhmadYale School of Medicine, New Haven, CT, United States.
David OliverosYale School of Medicine, Section of Infectious Diseases, New Haven, CT, United States.
Jiale TanDepartment of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, MI, United States.
Natalie KilYale School of Medicine, Section of Infectious Diseases, New Haven, CT, United States.
Frederick L AlticeYale School of Medicine, Section of Infectious Diseases, New Haven, CT, United States; APT Foundation, New Haven, CT, United States; Program in Computational Biology and Bioinformatics, Yale University, New Haven, CT, United States; Yale School of Public Health, Department of Epidemiology of Microbial Diseases, New Haven, CT, United States.

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 DA054703NIH HHS U90HA31462
6 · The paper itself

Abstract

BACKGROUND AND

aimsMaintenance on medications for opioid use disorder, particularly buprenorphine, is critical for reducing overdose risk and improving health outcomes in the United States. This study evaluates retention and dropout probabilities between sublingual buprenorphine (SL-BUP) and extended-release buprenorphine (XR-BUP) among commercially-insured individuals with opioid use disorder (OUD). DESIGN AND

settingA retrospective cohort study using Meretive™ Markeskan® claims data from 2019 to 2020. A multi-state Markov model assessed transitions between treatment states over 12 months.

participantsThe study included 58,933 individuals aged 18-64 years with OUD, initiating SL-BUP (n = 57,520) or XR-BUP (n = 1,413). XR-BUP patients were divided into XR-BUP only (n = 684; 49 %) and XR-BUP with supplemental SL-BUP (XR-BUP+sSL; n = 729; 51 %). MEASUREMENTS: Primary outcomes included probabilities of remaining in treatment or transitioning between states at 1, 3, 6, and 12 months. The impact of dosage and days of supply on retention was also examined.

resultsThe probability of permanent treatment dropout at 6 months was similar for SL-BUP (38.59 %, 95 % CI: 37.9 %-39.4 %) and XR-BUP (41.3 % 95 %CI: 36.8 %-46.1 %), yet the probability of remaining in treatment was significantly higher for SL-BUP than XR-BUP (49.5 %; 95 %CI: 48.8 %-50.1 % vs. 13.5 % 95 % CI: 10.5 %-16.5 %). The high proportion of individuals initially prescribed XR-BUP later transitioned to SL-BUP. Higher doses and longer days supplied of SL-BUP reduced dropout rates. Among patients receiving ≥16 mg/day and ≥28 days, dropout probabilities were 5.7 % (95 % CI: 5.4 %-6.0 %) at 1 month, 15.4 % (95 % CI: 14.8 %-16.2 %) at 3 months, 28.0 % (95 % CI: 26.9 %-29.2 %) at 6 months, and 47.8 % (95 %CI: 45.2 %-49.5 %) at 12 months. In contrast, patients prescribed <16 mg/day and <28 days had a 46.3 % (95 %CI: 45.0 %-47.6 %) dropout rate by 6 months.

conclusionSL-BUP demonstrates higher retention rates and lower dropout compared to XR-BUP in real-world settings. Optimizing SL-BUP dosing and providing extended supplies can improve retention and reduce treatment discontinuation.

Indexed as

BuprenorphineNarcotic AntagonistsOpiate Substitution TreatmentOpioid-Related DisordersPatient DropoutsAdministration, SublingualAdolescentAdultDelayed-Action PreparationsFemaleHumansMaleMarkov ChainsMiddle AgedRetrospective StudiesUnited StatesBuprenorphineDelayed-Action PreparationsNarcotic AntagonistsBuprenorphineCommunicable comorbiditiesExtended-release buprenorphineHCVHIVMedications for opioid use disorder (MOUD)Opioid use disorderTreatment initiationTreatment retention

Identifiers

PMID40020306
PMCPMC12045481

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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.