Injectable naltrexone, oral naltrexone, and buprenorphine utilization and discontinuation among individuals treated for opioid use disorder in a United States commercially insured population
Open accessAbstract
We investigated prescribing patterns for four opioid use disorder (OUD) medications: 1) injectable naltrexone, 2) oral naltrexone, 3) sublingual or oralmucosal buprenorphine/naloxone, and 4) sublingual buprenorphine as well as transdermal buprenorphine (which is approved for treating pain, but not OUD) in a nationally representative claims-based database (Truven Health MarketScan®) of commercially insured individuals in the United States. We calculated the prevalence of OUD in the database for each year from 2010 to 2014 and the proportion of diagnosed patient months on OUD medication. We compared characteristics of individuals diagnosed with OUD who did and did not receive these medications with bivariate descriptive statistics. Finally, we fit a Cox proportional hazards model of time to discontinuation of therapy as a function of therapy type, controlling for relevant confounders. From 2010 to 2014, the proportion of commercially insured individuals diagnosed with OUD grew by fourfold (0.12% to 0.48%), but the proportion of diagnosed patient-months on medication decreased from 25% in 2010 (0.05% injectable naltrexone, 0.4% oral naltrexone, 23.1% sublingual or oralmucosal buprenorphine/naloxone, 1.5% sublingual buprenorphine, and 0% transdermal buprenorphine) to 16% in 2014 (0.2% injectable naltrexone, 0.4% oral naltrexone, 13.8% sublingual or oralmucosal buprenorphine/naloxone, 1.4% sublingual buprenorphine, and 0.3% transdermal buprenorphine). Individuals who received medication therapy were more likely to be male, younger, and have an additional substance use disorder compared with those diagnosed with OUD who did not receive medication therapy. Those prescribed injectable naltrexone were more often male, younger, and diagnosed with additional substance use disorders compared with those prescribed other medications for opioid use disorder (MOUDs). At 30 days after initiation, 52% for individuals treated with injectable naltrexone, 70% for individuals treated with oral naltrexone, 31% for individuals treated with sublingual or oralmucosal buprenorphine/naloxone, 58% for individuals treated with sublingual buprenorphine, and 51% for individuals treated with transdermal buprenorphine discontinued treatment. In the Cox proportional hazard model, use of injectable naltrexone, oral naltrexone, sublingual buprenorphine, and transdermal buprenorphine were all associated with significantly greater hazard of discontinuing therapy beginning >30days after MOUD initiation (HR=2.17, 2.54, 1.15, and 2.21, respectively, 95% CIs 2.04-2.30, 2.45-2.64, 1.10-1.19, and 2.11-2.33), compared with the use of sublingual or oralmucosal buprenorphine/naloxone. This analysis demonstrates that the use of evidence-based medication therapies has not kept pace with increases in OUD diagnoses in commercially insured populations in the United States. Among those who have been treated, discontinuation rates >30days after initiation are high. The proportion treated with injectable naltrexone, oral naltrexone, and transdermal buprenorphine grew over time but remains small, and the discontinuation rates are higher among those treated with these medications compared with those treated with sublingual or oralmucosal buprenorphine/naloxone. In the face of the opioid overdose and addiction crisis, new efforts are needed at the provider, health system, and policy levels so that MOUD availability and uptake keep pace with new OUD diagnoses and OUD treatment discontinuation is minimized.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Access to and uptake of MOUD has risen, but the increase has not been substantial enough to reverse the trajectory of opioid overdose-related death rates.
“Although access to and uptake of MOUD has risen, the increase has not been substantial enough to reverse the trajectory of opioid overdose–related death rates.7,8”
From Economic Evaluation of Extended-Release Buprenorphine for Persons With Opioid Use Disorder (2023) · cites this paper as [7]
The Results report that MOUD prescription-months rose 156% from 2010 to 2014 among commercially insured people with OUD, while the proportion of their person-time on medication fell from 25% to 16%. The Introduction describes an epidemic of overdose deaths, but the paper does not assess whether MOUD uptake reversed—or failed to reverse—the trajectory of overdose death rates. It also does not directly measure access to MOUD. (LLM, conf=0.86)
Experimental — accuracy not yet measuredMedication treatment for OUD remains underutilized.
“it remains underutilized”
From Translating economic evaluations into financing strategies for implementing evidence-based practices (2021) · cites this paper as [51]
Patients often drop out of medication treatment for OUD.
“patients often drop out of medication treatment [50, 51].”
From Translating economic evaluations into financing strategies for implementing evidence-based practices (2021) · cites this paper as [51]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Survival analysis using sas®: a practical guide
Allison, P. D. (1995) · International Linear Collider · Cited by 3,570 · see citing works
Increases in drug and opioid overdose deaths — United States, 2000–2014
Rudd, R. A., Aleshire, N., Zibbell, J. E., & Gladden, R. M. (2016) · MMWR Morbidity and Mortality Weekly Report · doi:10.15585/mmwr.mm6450a3 · Cited by 1,859 · see citing works
Medication-Assisted Therapies — Tackling the Opioid-Overdose Epidemic
Volkow, N. D., Frieden, T. R., Hyde, P. S., & Cha, S. S. (2014) · New England Journal of Medicine · doi:10.1056/nejmp1402780 · Cited by 1,014 · see citing works
Krupitsky, E., Nunes, E. V., Ling, W., Illeperuma, A., Gastfriend, D. R., & Silverman, B. L. (2011) · The Lancet · doi:10.1016/s0140-6736(11)60358-9 · Cited by 555 · see citing works
Oral naltrexone maintenance treatment for opioid dependence
Minozzi, S., Amato, L., Vecchi, S., Davoli, M., Kirchmayer, U., & Verster, A. D. (2011) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd001333.pub4 · Cited by 432 · see citing works
Comer, S. D., Sullivan, M. A., Yu, E., Rothenberg, J. L., Kleber, H. D., Kampman, K., Dackis, C., & O’Brien, C. P. (2006) · Archives of General Psychiatry · doi:10.1001/archpsyc.63.2.210 · Cited by 348 · see citing works
Extended-release naltrexone to prevent opioid relapse in criminal justice offenders
Lee, J. D., Friedmann, P. D., Kinlock, T. W., Nunes, E. V., Boney, T. Y., Hoskinson, R. A., Wilson, D., McDonald, R., Rotrosen, J., Gourevitch, M. N., et al. (2016) · New England Journal of Medicine · doi:10.1056/nejmoa1505409 · Cited by 315 · see citing works
Office-Based Management of Opioid Dependence with Buprenorphine: Clinical Practices and Barriers
Walley, A. Y., Alperen, J. K., Cheng, D. M., Botticelli, M. P., Castro-Donlan, C., Samet, J. H., & Alford, D. P. (2008) · Journal of General Internal Medicine · doi:10.1007/s11606-008-0686-x · Cited by 220 · see citing works
Self-citationOral naltrexone maintenance treatment for opioid dependence
Minozzi, S., Amato, L., Vecchi, S., Davoli, M., Kirchmayer, U., & Verster, A. D. (2011) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd001333.pub3 · Cited by 151 · see citing works
Adding an Internet-delivered treatment to an efficacious treatment package for opioid dependence.
Christensen, D. R., Landes, R. D., Jackson, L., Marsch, L. A., Mancino, M. J., Chopra, M. P., & Bickel, W. K. (2014) · Journal of Consulting and Clinical Psychology · doi:10.1037/a0037496 · Cited by 149 · see citing works
Cochran, B. N., Flentje, A., Heck, N., Bos, J. V. D., Perlman, D., Torres, J., Valuck, R., & Carter, J. T. (2014) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2014.02.701 · Cited by 134 · see citing works
Physician Capacity to Treat Opioid Use Disorder With Buprenorphine-Assisted Treatment
Stein, B. D., Sorbero, M., Dick, A. W., Pacula, R. L., Burns, R. M., & Gordon, A. J. (2016) · JAMA · doi:10.1001/jama.2016.10542 · Cited by 113 · see citing works
The Economic Burden of Opioid-Related Poisoning in the United States
Inocencio, T. J., Carroll, N. V., Read, E. J., & Holdford, D. A. (2013) · Pain Medicine · doi:10.1111/pme.12183 · Cited by 110 · see citing works
Sustained-Release Naltrexone For Opioid Dependence
Lobmaier, P. P. K., Kornør, H., Kunøe, N., & Bjørndal, A. (2008) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd006140.pub2 · Cited by 109 · see citing works
Wilder, C., Lewis, D., & Winhusen, T. (2015) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2015.02.012 · Cited by 109 · see citing works
Behavioral Therapy to Augment Oral Naltrexone for Opioid Dependence: A Ceiling on Effectiveness?
Nunes, E. V., Rothenberg, J. L., Sullivan, M. A., Carpenter, K. M., & Kleber, H. D. (2006) · The American Journal of Drug and Alcohol Abuse · doi:10.1080/00952990600918973 · Cited by 93 · see citing works
Sharafaddinzadeh, N., Moghtaderi, A., Kashipazha, D., Majdinasab, N., & Shalbafan, B. (2010) · Multiple Sclerosis Journal · doi:10.1177/1352458510366857 · Cited by 79 · see citing works
Lee, J. D., Nunes, E. V., Novo, P., Bailey, G. L., Brigham, G. S., Cohen, A. J., Fishman, M. J., Ling, W. W., Lindblad, R., Shmueli‐Blumberg, D., et al. (2016) · Contemporary Clinical Trials · doi:10.1016/j.cct.2016.08.004 · Cited by 63 · see citing works
Measuring antibiotic prescribing practices among ambulatory physicians
Maselli, J. H., & Gonzales, R. (2001) · Journal of Clinical Epidemiology · doi:10.1016/s0895-4356(00)00269-9 · Cited by 33 · see citing works
Cousins, S. J., Radfar, S. R., Crevecoeur-MacPhail, D. A., Ang, A., Darfler, K., & Rawson, R. A. (2015) · Journal of Substance Abuse Treatment · doi:10.1016/j.jsat.2015.12.004 · Cited by 33 · see citing works
Evaluation of a transdermal buprenorphine formulation in opioid detoxification
Lanier, R. K., Umbricht, A., Harrison, J. A., et al. (2007) · Addiction · doi:10.1111/j.1360-0443.2007.01944.x · Cited by 27 · see citing works
Kunøe, N., Opheim, A., Solli, K., Gaulen, Z., Sharma-Haase, K., Latif, Z.-E.-H., & Tanum, L. (2016) · BMC Pharmacology and Toxicology · doi:10.1186/s40360-016-0061-1 · Cited by 27 · see citing works
Establishing the feasibility of measuring performance in use of addiction pharmacotherapy
Parks, C. L., Garnick, D. W., Horgan, C. M., Miller, K., Harris, A. H. S., & Rosen, M. M. (2013) · Journal of Substance Abuse Treatment · doi:10.1016/j.jsat.2013.01.004 · Cited by 26 · see citing works
Sullivan, M. A., Bisaga, A. M., Glass, A., Mishlen, K., Pavlicová, M., Carpenter, K. M., Mariani, J. J., LEVIN, F. R., & Nunes, E. V. (2014) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2014.11.028 · Cited by 25 · see citing works
Mokri, A., Chawarski, M. C., Taherinakhost, H., & Schottenfeld, R. S. (2015) · Addiction · doi:10.1111/add.13259 · Cited by 23 · see citing works
Flagged first, then by citations
Research works printed but not linked: 2
- Truven Health Analytics 2015 Truven Health MarketScan® commercial claims and encounters user guide: data year 2014 edition
- United States Department of Health and Human Services Office of the Surgeon General 2016 Facing Addiction in America: The Surgeon General’s Report on Alcohol, Drugs, and Health Retrieved from https://addiction.surgeongeneral.gov/surgeon-generals-report.pdf 28252892
Cited by
Sorted by citations
Larochelle, M. R., Bernson, D., Land, T., Stopka, T. J., Wang, N., Xuan, Z., Bagley, S. M., Liebschutz, J. M., & Walley, A. Y. (2018) · Annals of Internal Medicine · doi:10.7326/m17-3107 · Cited by 1,076 · see citing works
Self-citationComparative effectiveness of different treatment pathways for opioid use disorder.
Wakeman, S. E., Larochelle, M. R., Ameli, O., Chaisson, C. E., McPheeters, J. T., Crown, W. H., Azocar, F., & Sanghavi, D. M. (2020) · JAMA Network Open · doi:10.1001/jamanetworkopen.2019.20622 · Cited by 995 · see citing works
Lee, J. D., Nunes, E. V., Novo, P., Bachrach, K., Bailey, G. L., Bhatt, S., Farkas, S., Fishman, M., Gauthier, P., Hodgkins, C. C., et al. (2018) · The Lancet · doi:10.1016/s0140-6736(17)32812-x · Cited by 700 · see citing works
Development of a Cascade of Care for responding to the opioid epidemic.
Williams, A. R., Nunes, E. V., Bisaga, A., Levin, F. R., & Olfson, M. (2019) · The American Journal of Drug and Alcohol Abuse · doi:10.1080/00952990.2018.1546862 · Cited by 332 · see citing works
Krawczyk, N., Mojtabai, R., Stuart, E. A., Fingerhood, M., Agus, D., Lyons, B. C., Weiner, J. P., & Saloner, B. (2020) · Addiction · doi:10.1111/add.14991 · Cited by 177 · see citing works
NIDA’s medication development priorities in response to the Opioid Crisis: ten most wanted
Rasmussen, K., White, D. A., & Acri, J. B. (2019) · Neuropsychopharmacology · doi:10.1038/s41386-018-0292-5 · Cited by 128 · see citing works
Park, T. W., Larochelle, M. R., Saitz, R., Wang, N., Bernson, D., & Walley, A. Y. (2020) · Addiction · doi:10.1111/add.14886 · Cited by 78 · see citing works
Self-citationProjected estimates of opioid mortality after community-level interventions.
Linas, B. P., Savinkina, A., Madushani, R. W. M. A., Wang, J., Eftekhari Yazdi, G., Chatterjee, A., Walley, A. Y., Morgan, J. R., Epstein, R. L., Assoumou, S. A., et al. (2021) · JAMA Network Open · doi:10.1001/jamanetworkopen.2020.37259 · Cited by 72 · see citing works
Morgan, J. R., Walley, A. Y., Murphy, S. M., Chatterjee, A., Hadland, S. E., Barocas, J., Linas, B. P., & Assoumou, S. A. (2021) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2021.108764 · Cited by 67 · see citing works
Self-citationTranslating economic evaluations into financing strategies for implementing evidence-based practices
Dopp, A. R., Kerns, S. E. U., Panattoni, L., Ringel, J. S., Eisenberg, D., Powell, B. J., Low, R., & Raghavan, R. (2021) · Implementation Science · doi:10.1186/s13012-021-01137-9 · Cited by 52 · see citing works
Economic Evaluation of Extended-Release Buprenorphine for Persons With Opioid Use Disorder
Flam-Ross, J. M., Marsh, E., Weitz, M., Savinkina, A., Schackman, B. R., Wang, J., Madushani, R. W. M. A., Morgan, J. R., Barocas, J. A., Walley, A. Y., et al. (2023) · JAMA Network Open · doi:10.1001/jamanetworkopen.2023.29583 · Cited by 21 · see citing works
Self-citation
- Authors
- Morgan, J. R., Schackman, B. R., Leff, J. A., Linas, B. P., & Walley, A. Y.
- Affiliations
- Boston Medical Center (US)
- Weill Cornell Medicine (US)
- Boston University (US)
- Corresponding author
- Morgan, Jake R.
- Venue
- Journal of Substance Abuse Treatment
- Publisher
- Elsevier BV
- Published
- 2018-02
- Volume
- 85
- Pages
- 90-96
- ISSN
- 0740-5472 (ISSN-L)
- PMC
- PMC5750108
- OpenAlex
- W2729232923
- Cited by
- 332
- References
- 25
- Citations by year
- 2026: 17 · 2025: 39 · 2024: 35 · 2023: 43 · 2022: 48 · 2021: 48 · 2020: 46 · 2019: 37 · 2018: 14 · 2017: 4
- FWCI
- 25.94
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Licence
- Locations
- Journal of Substance Abuse Treatment (acceptedVersion)
- PubMed (publishedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- PubMed Central (acceptedVersion)
- Funders
- National Institute on Drug Abuse (P30DA040500, R01DA031059)
- Topics
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Opioid Use Disorder Treatment
- Health Sciences › Medicine › Epidemiology › Substance Abuse Treatment and Outcomes
- Health Sciences › Medicine › Anesthesiology and Pain Medicine › Pain Management and Opioid Use
- Keywords
- opioid use disorder, injectable naltrexone, oral naltrexone, buprenorphine/naloxone, sublingual buprenorphine, transdermal buprenorphine, drug discontinuation, prescribing patterns, commercially insured patients, time to discontinuation
- MeSH terms
- Buprenorphine, Naloxone Drug Combination, Assessment of Medication Adherence, Adult, Age Factors, Analgesics, Opioid, Buprenorphine, Drug Administration Routes, Female, Humans, Insurance Claim Review, Male, Naltrexone, Narcotic Antagonists, Opioid-Related Disorders, Practice Patterns, Physicians', Sex Factors, United States, Prevalence, Drug Monitoring, Medication Adherence
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review