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Cleary EN, Rollins AL, McGuire AB, Myers LJ, Quinn PD. Buprenorphine discontinuation and utilization of psychosocial services: a national study in the Veterans Health Administration. Addict Sci Clin Pract 2025; 20:35. [PMID: 40241145 PMCID: PMC12004863 DOI: 10.1186/s13722-025-00562-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2024] [Accepted: 03/27/2025] [Indexed: 04/18/2025] Open
Abstract
BACKGROUND Longer duration of treatment with medication for opioid use disorder (MOUD) is associated with improved outcomes, but long-term retention remains a challenge. Research is needed to identify psychosocial interventions that support MOUD retention. To address this gap, we examined associations between a wide range of psychosocial services and buprenorphine treatment discontinuation across 18 months among a large cohort of Veterans initiating buprenorphine nationwide. METHODS We identified a cohort of patients with new buprenorphine initiation in 2017-2018 in Veterans Health Administration electronic health record data (N = 11,704). We examined prescription fills for up to 18 months after initiation. The primary outcome was first discontinuation of buprenorphine. We examined a variety of services, including psychotherapy in specialty substance use disorder (SUD) and mental health clinics, other healthcare services, and residential programs. To examine time-varying associations between psychosocial services and risk of discontinuation, we fit extended Cox regression models for each service separately and simultaneously. RESULTS Overall, 80.5% of patients discontinued buprenorphine at least once within 18 months. Risk of discontinuation was 18% (HR: 0.82, 95% CI: 0.77, 0.87) relatively lower following SUD psychotherapy and 26% (HR: 1.26, 95% CI: 1.15,1.39) higher following residential treatment. CONCLUSIONS Several services, including residential treatment, were associated with greater risk of subsequent buprenorphine discontinuation, whereas only SUD psychotherapy was consistently associated with lower risk of later discontinuation. These findings emphasize the need for future studies to increase understandings of beneficial and disruptive components of psychosocial services to improve treatment retention among patients receiving MOUD.
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Affiliation(s)
- Emma N Cleary
- Department of Psychological and Brain Sciences, Indiana University, 1101 E. Tenth St, Bloomington, IN, 47405, USA.
| | - Angela L Rollins
- VA HSR&D Center for Health Information and Communication, Richard L. Roudebush VA Medical Center, 1481 W. 10 th St., Indianapolis, IN, 46202, USA
- Regenstrief Institute, Inc., Indianapolis, USA
- ACT Center of Indiana, Psychology Department, IUPUI, Indianapolis, IN, USA
| | - Alan B McGuire
- VA HSR&D Center for Health Information and Communication, Richard L. Roudebush VA Medical Center, 1481 W. 10 th St., Indianapolis, IN, 46202, USA
- Psychology Department, IUPUI, Indianapolis, IN, USA
| | - Laura J Myers
- VA HSR&D Center for Health Information and Communication, Richard L. Roudebush VA Medical Center, 1481 W. 10 th St., Indianapolis, IN, 46202, USA
- Regenstrief Institute, Inc., Indianapolis, USA
- Department of Medicine, Indiana University School of Medicine, Indianapolis, USA
| | - Patrick D Quinn
- Department of Applied Health Science, School of Public Health, Indiana University, 809 E. 9 th St., 203, Bloomington, IN, USA
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Hayes CJ, Raciborski RA, Nowak M, Acharya M, Nunes EV, Winhusen TJ. Medications for opioid use disorder: Predictors of early discontinuation and reduction of overdose risk in US military veterans by medication type. Addiction 2025; 120:138-151. [PMID: 39243190 PMCID: PMC11638524 DOI: 10.1111/add.16659] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/19/2024] [Accepted: 07/30/2024] [Indexed: 09/09/2024]
Abstract
AIM This study: (1) estimated the effect of early discontinuation of medication for opioid use disorder (MOUD) on overdose probability and (2) measured the relationship between patient characteristics and early discontinuation probability for each MOUD type. DESIGN, SETTING AND PARTICIPANTS This was a retrospective cohort using electronic health record data from the US Veterans Healthcare Administration. Participants were veterans initiating MOUD with buprenorphine (BUP), methadone (MET) or extended-release naltrexone (XR-NTX) from fiscal years 2012-19. A total of 39 284 veterans met eligibility with 22 721 (57.8%) initiating BUP, 12 652 (32.2%) initiating MET and 3911 (10.0%) initiating XR-NTX. MEASUREMENTS Measurements (1) determined whether the veteran experienced an overdose in the 365 days after MOUD initiation (primary) and (2) early discontinuation of MOUD, defined as discontinuation before 180 days (secondary). We assumed that unobserved patient characteristics would jointly influence the probability of discontinuation and overdose. and estimated the joint distribution with a bivariate probit model. FINDINGS We found that 9.0% of BUP initiators who experienced an overdose above the predicted 3.9% had no veteran-discontinued BUP early; findings for XR-NTX were similar, with 12.2% of initiators overdosing above the predicted 4.5%, but this was statistically inconclusive. We found no relationship between early discontinuation and overdose for MET initiators, probably due to the high risk of both events. The patient characteristics included in our post-estimation exploratory analysis of early discontinuation varied by MOUD type, with between 14 (XR-NTX) and 25 (BUP) tested. The only characteristics with at least one level showing a statistically significant change in probability of early discontinuation for all three MOUD types were geography and prior-year exposure to psychotherapy, although direction and magnitude varied. CONCLUSION Early discontinuation of buprenorphine, and probably extended-release naltrexone, appears to be associated with a greater probability of experiencing a fatal or non-fatal overdose among US veterans receiving medication for opioid use disorder (MOUD); methadone does not show the same association. There is no consistent set of characteristics among early discontinuers by MOUD type.
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Affiliation(s)
- Corey J. Hayes
- Department of Biomedical Informatics, College of MedicineUniversity of Arkansas for Medical SciencesLittle RockARUSA
- Institute for Digital Health and Innovation, College of MedicineUniversity of Arkansas for Medical SciencesLittle RockARUSA
- Center for Mental Healthcare and Outcomes ResearchCentral Arkansas Veterans Healthcare SystemNorth Little RockARUSA
| | - Rebecca A. Raciborski
- Center for Mental Healthcare and Outcomes ResearchCentral Arkansas Veterans Healthcare SystemNorth Little RockARUSA
- Behavioral Health Quality Enhancement Research InitiativeCentral Arkansas Veterans Healthcare SystemNorth Little RockARUSA
- Evidence, Policy, and Implementation CenterCentral Arkansas Veterans Healthcare SystemNorth Little RockARUSA
| | - Matthew Nowak
- College of MedicineUniversity of Arkansas for Medical SciencesLittle RockARUSA
| | - Mahip Acharya
- Institute for Digital Health and Innovation, College of MedicineUniversity of Arkansas for Medical SciencesLittle RockARUSA
- Department of Obstetrics and Gynecology, College of MedicineUniversity of Arkansas for Medical SciencesLittle RockARUSA
| | - Edward V. Nunes
- Division of Substance Use Disorders, Department of PsychiatryColumbia University Irving Medical CenterNew YorkNYUSA
| | - T. John Winhusen
- Department of Psychiatry and Behavioral NeuroscienceUniversity of Cincinnati College of MedicineCincinnatiOHUSA
- Center for Addiction ResearchUniversity of Cincinnati College of MedicineCincinnatiOHUSA
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Fang Y, Jeffery AD, Patrick SW, Young J, Raffi E, Harder GM, Osmundson S, Phillippi JC, Leech AA. Association of Opioid Use Disorder-Related Service Trajectories during Pregnancy and Postpartum Health Service Use: A Group-Based Multitrajectory Modeling Study. J Addict Med 2024:01271255-990000000-00432. [PMID: 39787470 DOI: 10.1097/adm.0000000000001434] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2025]
Abstract
OBJECTIVE The aim of the study was to examine the relationship between opioid use disorder (OUD)-related service trajectories during pregnancy and postpartum emergency department (ED) and hospitalizations. METHODS We used the Merative MarketScan Commercial Claims and Encounters Database (2013-2021) to identify a cohort of pregnant individuals with OUD. We used group-based multitrajectory modeling to identify opioid-related treatment and service trajectories during pregnancy and examined their association with postpartum ED and hospital utilization. RESULTS Seven opioid-related treatment and service trajectories were identified in our cohort of 2,531 pregnant individuals with OUD. Compared to individuals initiating medications for OUD (MOUD) halfway through pregnancy but maintaining high adherence without ancillary services, those receiving only services throughout pregnancy had a higher risk of postpartum ED visits (HRED = 1.34). This latter group also faced significantly higher risks of postpartum hospitalizations, compared to adherent MOUD use (proportion of days covered ≥80%) alone, both throughout or in the latter half of pregnancy (HRHOS = 1.93; HRHOS = 1.60), and patients without MOUD or services (HRHOS = 1.43). Individuals initiating MOUD late in pregnancy with poor adherence and infrequent service use faced significantly higher risks of postdelivery hospitalization compared to consistent MOUD users throughout pregnancy (HRHOS = 2.33), or in the latter half, with or without services (HRHOS = 2.02; HRHOS = 1.93), and those not receiving MOUD or services (HRHOS = 1.73). CONCLUSIONS Adherent MOUD use either throughout pregnancy or the latter half of pregnancy, irrespective of other service use, was associated with better postpartum outcomes defined by fewer ED visits and hospitalizations.
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Affiliation(s)
- Yuan Fang
- From the Department of Psychology, University of Notre Dame, Notre Dame, IN (YF); School of Nursing, Vanderbilt University, Nashville, TN (ADJ, JCP); Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, TN (ADJ); Department of Health Policy, Vanderbilt University School of Medicine, Nashville, TN (GMH, AAL); Department of Health Policy and Management, Rollins School of Public Health, Emory University, Atlanta, GA (SWP); Department of Pediatrics, Emory University School of Medicine, Emory University, Atlanta, GA (SWP); Health Services Research Center, Emory University School of Medicine, Emory University, Atlanta, GA (SWP); Department of Obstetrics and Gynecology, Vanderbilt University Medical Center, Nashville, TN (JY, SO); and Massachusetts General Hospital and Harvard Medical School, Boston MA (ER)
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Cruz FA, Jegede O. Addressing Racial and Ethnic Inequities in Opioid Overdose Mortality: Strategies for Equitable Interventions and Structural Change. Curr Psychiatry Rep 2024; 26:852-858. [PMID: 39496984 DOI: 10.1007/s11920-024-01556-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 10/21/2024] [Indexed: 11/06/2024]
Abstract
PURPOSE OF REVIEW This review synthetizes findings reflecting the increasing racial and ethnic inequities in opioid overdose mortality and emphasizes the necessity for tailored interventions as well as other policy-level and structural strategies to stem this trend. RECENT FINDINGS Factors contributing to inequities in overdose mortality include changes in drug supply, persistent social-structural vulnerabilities stemming from structural racism, and inequities in access to medication for opioid use disorder and harm reduction services. Key strategies to address these inequities include the cultural adaptation of evidence-based interventions within an equity-based framework, integrating social determinants of health into addiction treatment, centering anti-racism praxis in addiction research, diversifying the addiction workforce, and integrating structural competency as a tool to restructure education and inform practice. Structural racism must be recognized as a key driver of inequities in substance use outcomes, and this understanding must be integrated into existing models of substance use disorder prevention, treatment, and research.
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Affiliation(s)
- Fabiola Arbelo Cruz
- Department of Psychiatry, Yale School of Medicine, 300 George Street, New Haven, CT, USA.
- Connecticut Mental Health Center, 34 Park Street, New Haven, CT, USA.
| | - Oluwole Jegede
- Department of Psychiatry, Yale School of Medicine, 300 George Street, New Haven, CT, USA
- Connecticut Mental Health Center, 34 Park Street, New Haven, CT, USA
- Equity Research and Innovation Center (ERIC), Yale School of Medicine, New Haven, CT, USA
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Jaffe K, Patel S, Chen L, Slat S, Bohnert A, Lagisetty P. Impact of Perceived Access and Treatment Knowledge on Medication Preferences for Opioid Use Disorder. SUBSTANCE USE & ADDICTION JOURNAL 2024; 45:706-715. [PMID: 38828548 DOI: 10.1177/29767342241254591] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/05/2024]
Abstract
BACKGROUND Medications for opioid use disorders (MOUDs) are effective, but most people with opioid use disorder (OUD) do not receive treatment. Prior research has explored patients' structural barriers to access and perceptions of MOUD. Little research has considered treatment knowledge and perceptions outside of the patient population. Members of the public without OUD themselves (eg, family, friends) can significantly influence treatment decisions of persons with OUD. Considering these gaps, we conducted an original survey with a diverse sample of US adults to explore knowledge and preferences toward OUD treatments. METHODS We conducted an online survey with 1505 White, Black, and Latino/a Americans including a small percentage (8.5%) with self-reported lifetime OUD. The survey used vignettes to describe hypothetical patients with OUD, provide basic treatment information (ie, methadone, buprenorphine, naltrexone, nonmedication treatment), and then assessed treatment preferences. Using multivariable logistic regression, we examined associations between covariates of interest (eg, perceived access, knowledge, demographics) and preference for MOUD versus nonmedication treatment. RESULTS There were 523 White, 502 Black, and 480 Latino/a respondents. Across racial/ethnic subsamples, respondents had the greatest knowledge of nonmedication treatments, with Black (72.7%) and Latino/a (70.2%) respondents having significantly greater knowledge compared to White respondents (61.8%). However, after viewing the vignette, a greater proportion of respondents chose methadone (35.8%) or buprenorphine (34.8%) as their first-choice treatment for hypothetical patients. Multivariable logistic regression suggested that among Black respondents, those with knowledge of nonmedication treatment were more likely to choose MOUD than those without knowledge (odds ratio = 2.41, 95% confidence interval = 1.34-4.34). Perceived treatment access did not affect treatment choice. CONCLUSIONS Across racial groups, knowledge and perceived access to nonmedication treatment was greater than for MOUD, but many still selected MOUD as a first-choice treatment. Significant findings emphasized the importance of treatment knowledge around decision-making, highlighting opportunities for tailored education efforts to improve uptake of evidence-based treatment.
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Affiliation(s)
- Kaitlyn Jaffe
- Department of Health Promotion and Policy, School of Public Health and Health Sciences, University of Massachusetts Amherst, Amherst, MA, USA
| | - Shivam Patel
- Department of Urology, Beaumont Hospital, Royal Oak, MI, USA
| | - Liying Chen
- Department of Biostatistics, University of Michigan, Ann Arbor, MI, USA
| | - Stephanie Slat
- Michigan Institute for Clinical and Health Research, University of Michigan, Ann Arbor, MI, USA
| | - Amy Bohnert
- Department of Anesthesiology, University of Michigan, Ann Arbor, MI, USA
- VA Center for Clinical Management Research (CCMR), VA Ann Arbor Healthcare System, Ann Arbor, MI, USA
| | - Pooja Lagisetty
- VA Center for Clinical Management Research (CCMR), VA Ann Arbor Healthcare System, Ann Arbor, MI, USA
- Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA
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Ajumobi O, Friedman S, Westhoff J, Granner M, Lucero J, Koch B, Wagner KD. Age and racial and ethnic disparities in filled buprenorphine prescriptions post-emergency department visit in Nevada. J Am Coll Emerg Physicians Open 2024; 5:e13272. [PMID: 39247155 PMCID: PMC11377888 DOI: 10.1002/emp2.13272] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2024] [Revised: 07/16/2024] [Accepted: 08/02/2024] [Indexed: 09/10/2024] Open
Abstract
Objectives We described age, gender, race, and ethnicity associations with filling buprenorphine prescriptions post-emergency department (post-ED) visits. Methods We analyzed 1.5 years (July 1, 2020-December 31, 2021) of encounter-level Medicaid ED and retail pharmacy claims data obtained from the Nevada Department of Health and Human Services. We studied ED patients with an opioid use disorder (OUD) diagnosis who did not fill a prescription for OUD medications within 6 months before the ED encounter. Using logistic regression, we modeled the associations between the patient's demographic characteristics and the outcome, filling a buprenorphine prescription at a community pharmacy within 14 or 30 days of the ED encounter. Results Among 2781 ED visits, representing 2094 patients, the median age was 39 years, 54% were male, 18.5% were Black, 11.7% were Hispanic, and 62.3% were White. Only 4% of the ED visits were followed by a filled buprenorphine prescription. Increasing age (14-day window: adjusted odds ratio (aOR) = 0.965, 95% confidence interval [CI]: 0.948-0.983) and being a Black patient (14-day window: aOR: 0.114, 95% CI 0.036-0.361) were both associated with lower odds of filled buprenorphine prescriptions. These results were similar within 30 days of an ED visit. Conclusions Initiation of buprenorphine following an ED visit remains low among Nevadan Medicaid patients and is less likely with increasing age and among Black patients, despite strong evidence supporting its use. Overburdened EDs, lack of attention from managers, and substance use stigma are among possible explanations. When ED clinicians do write buprenorphine prescriptions, peer recovery support could increase the fill rates.
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Affiliation(s)
- Olufemi Ajumobi
- School of Public Health University of Nevada Reno Nevada USA
- North Carolina Department of Health and Human Services Raleigh North Carolina USA
- Present address: Oak Ridge Institute for Science and Education United States Department of Energy Oak Ridge Tennessee USA
| | - Sarah Friedman
- School of Public Health University of Nevada Reno Nevada USA
| | - John Westhoff
- Department of Internal Medicine University of Nevada Reno School of Medicine Reno Nevada USA
| | | | - Julie Lucero
- College of Health University of Utah Salt Lake City Utah USA
| | - Brandon Koch
- College of Public Health The Ohio State University Columbus Ohio USA
| | - Karla D Wagner
- School of Public Health University of Nevada Reno Nevada USA
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Zhu JM, Charlesworth CJ, Stein BD, Drake C, Polsky D, Korthuis PT, McConnell KJ. Composition of buprenorphine prescribing networks in Medicaid and association with quality of care. JOURNAL OF SUBSTANCE USE AND ADDICTION TREATMENT 2024; 163:209363. [PMID: 38641055 PMCID: PMC11203204 DOI: 10.1016/j.josat.2024.209363] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/30/2023] [Revised: 03/19/2024] [Accepted: 04/07/2024] [Indexed: 04/21/2024]
Abstract
INTRODUCTION Despite Medicaid's outsized role in delivering and financing medications for opioid use disorder (MOUD), little is known about the extent to which buprenorphine prescriber networks vary across Medicaid health plans, and whether network characteristics affect quality of treatment received. In this observational cross-sectional study, we used 2018-2019 Medicaid claims in Oregon to assess network variation in the numbers and types of buprenorphine prescribers, as well as the association of prescriber and network characteristics with quality of care. METHODS We describe prescribers (MD/DOs and advanced practice providers) of OUD-approved buprenorphine formulations to patients with an OUD diagnosis, across networks. For each patient who initiated buprenorphine treatment during 2018, we assigned a "usual prescriber" and assessed four measures of quality in the 180d following initiation: 1) continuous receipt of buprenorphine; 2) receipt of any behavioral health counseling services; 3) receipt of any urine drug screen; and 4) receipt of any prescription for a benzodiazepine. We used multivariable linear regressions to examine the association of prescriber and network characteristics with quality of buprenorphine care following initiation. RESULTS We identified 645 providers who prescribed buprenorphine to 20,739 eligible Medicaid enrollees with an OUD diagnosis. The composition of buprenorphine prescriber networks varied in terms of licensing type, specialty, and panel size, with the majority of prescribers providing buprenorphine to small panels of patients. In the 180 days following initiation, a third of patients were maintained on buprenorphine; 69.9 % received behavioral health counseling; 88.4 % had a urine drug screen; and 11.3 % received a benzodiazepine prescription. In regression analyses, while no single network characteristic was associated with higher quality across all examined measures, each one unit increase in prescriber-to-enrollee ratio was associated with a 1.18 p.p. increase in the probability of continuous buprenorphine maintenance during the 180 days following initiation (95 % confidence interval = [0.21, 2.15], p = 0.017). CONCLUSIONS Medicaid plans may be able to leverage their networks to provide higher quality care. Our findings, which should be interpreted as descriptive only, suggest that higher prescriber-to-enrollee ratio is associated with increased buprenorphine maintenance. Future research should focus on isolating the causal relationships between MOUD prescribing network design and patient outcomes.
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Affiliation(s)
- Jane M Zhu
- Division of General Internal Medicine, Oregon Health & Science University, Portland, OR, USA.
| | | | | | - Coleman Drake
- Department of Health Policy and Management, University of Pittsburgh School of Public Health, Pittsburgh, PA, USA
| | - Daniel Polsky
- Department of Health Policy and Management, Bloomberg School of Public Health, Johns Hopkins University, USA
| | - P Todd Korthuis
- Division of General Internal Medicine, Oregon Health & Science University, Portland, OR, USA
| | - K John McConnell
- Center for Health Systems Effectiveness, Oregon Health & Science University, Portland, OR, USA
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Ezell JM, Pho MT, Ajayi BP, Simek E, Shetty N, Goddard-Eckrich DA, Bluthenthal RN. Opioid use, prescribing and fatal overdose patterns among racial/ethnic minorities in the United States: A scoping review and conceptual risk environment model. Drug Alcohol Rev 2024; 43:1143-1159. [PMID: 38646735 DOI: 10.1111/dar.13832] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2023] [Revised: 02/11/2024] [Accepted: 02/19/2024] [Indexed: 04/23/2024]
Abstract
ISSUES To date, there has been no synthesis of research addressing the scale and nuances of the opioid epidemic in racial/ethnic minority populations in the United States that considers the independent and joint impacts of dynamics such as structural disadvantage, provider bias, health literacy, cultural norms and various other risk factors. APPROACH Using the "risk environment" framework, we conducted a scoping review on PubMed, Embase and Google Scholar of peer-reviewed literature and governmental reports published between January 2000 and February 2024 on the nature and scale of opioid use, opioid prescribing patterns, and fatal overdoses among racial/ethnic minorities in the United States, while also examining macro, meso and individual-level risk factors. KEY FINDINGS Results from this review illuminate a growing, but fragmented, literature lacking standardisation in racial/ethnic classification and case reporting, specifically in regards to Indigenous and Asian subpopulations. This literature broadly illustrates racial/ethnic minorities' increasing nonmedical use of opioids, heightened burdens of fatal overdoses, specifically in relation to polydrug use and synthetic opioids, with notable elevations among Black/Latino subgroups, in addition uneven opioid prescribing patterns. Moreover, the literature implicates a variety of unique risk environments corresponding to dynamics such as residential segregation, provider bias, overpolicing, acculturative stress, patient distrust, and limited access to mental health care services and drug treatment resources, including medications for opioid use disorder. IMPLICATIONS There has been a lack of rigorous, targeted study on racial/ethnic minorities who use opioids, but evidence highlights burgeoning increases in usage, especially polydrug/synthetic opioid use, and disparities in prescriptions and fatal overdose risk-phenomena tied to multi-level forms of entrenched disenfranchisement. CONCLUSION There is a need for further research on the complex, overlapping risk environments of racial/ethnic minorities who use opioids, including deeper inclusion of Indigenous and Asian individuals, and efforts to generate greater methodological synergies in population classification and reporting guidelines.
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Affiliation(s)
- Jerel M Ezell
- Community Health Sciences, School of Public Health, University of California Berkeley, Berkeley, USA
- Berkeley Center for Cultural Humility, University of California Berkeley, Berkeley, USA
| | - Mai T Pho
- Department of Medicine, Section of Infectious Diseases and Global Health, University of Chicago Medicine, Chicago, USA
| | - Babatunde P Ajayi
- Community Health Sciences, School of Public Health, University of California Berkeley, Berkeley, USA
| | - Elinor Simek
- Community Health Sciences, School of Public Health, University of California Berkeley, Berkeley, USA
- Berkeley Center for Cultural Humility, University of California Berkeley, Berkeley, USA
| | - Netra Shetty
- University of California Berkeley, Berkeley, USA
| | | | - Ricky N Bluthenthal
- Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, USA
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Pinkhover A, Celata K, Baker T, Chatterjee A, Lunze K. Mobile addiction treatment and harm reduction services as tools to address health inequities: a community case study of the Brockton Neighborhood Health Center mobile unit. Front Public Health 2024; 12:1407522. [PMID: 38957203 PMCID: PMC11217472 DOI: 10.3389/fpubh.2024.1407522] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2024] [Accepted: 06/07/2024] [Indexed: 07/04/2024] Open
Abstract
Opioid overdose deaths continue to increase in the US. Recent data show disproportionately high and increasing overdose death rates among Black, Latine, and Indigenous individuals, and people experiencing homelessness. Medications for opioid use disorder (MOUD) can be lifesaving; however, only a fraction of eligible individuals receive them. Our goal was to describe our experience promoting equitable MOUD access using a mobile delivery model. We implemented a mobile MOUD unit aiming to improve equitable access in Brockton, a racially diverse, medium-sized city in Massachusetts. Brockton has a relatively high opioid overdose death rate with increasingly disproportionate death rates among Black residents. Brockton Neighborhood Health Center (BNHC), a community health center, provides brick-and-mortar MOUD access. Through the Communities That HEAL intervention as part of the HEALing Communities Study (HCS), Brockton convened a community coalition with the aim of selecting evidence-based practices to decrease overdose deaths. BNHC leadership and coalition members recognized that traditional brick-and-mortar treatment locations were inaccessible to marginalized populations, and that a mobile program could increase MOUD access. In September 2021, with support from the HCS coalition, BNHC launched its mobile initiative - Community Care-in-Reach® - to bring low-threshold buprenorphine, harm reduction, and preventive care to high-risk populations. During implementation, the team encountered several challenges including: securing local buy-in; navigating a complex licensure process; maintaining operations throughout the COVID-19 pandemic; and finally, planning for sustainability. In two years of operation, the mobile team cared for 297 unique patients during 1,286 total visits. More than one-third (36%) of patients received buprenorphine prescriptions. In contrast to BNHC's brick-and-mortar clinics, patients with OUD seen on the mobile unit were more representative of historically marginalized racial and ethnic groups, and people experiencing homelessness, evidencing improved, equitable addiction care access for these historically disadvantaged populations. Offering varied services on the mobile unit, such as wound care, syringe and safer smoking supplies, naloxone, and other basic medical care, was a key engagement strategy. This on-demand mobile model helped redress systemic disadvantages in access to addiction treatment and harm reduction services, reaching diverse individuals to offer lifesaving MOUD at a time of inequitable increases in overdose deaths.
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Affiliation(s)
- Allyson Pinkhover
- Brockton Neighborhood Health Center, Brockton, MA, United States
- Johns Hopkins Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, United States
| | - Kelly Celata
- Brockton Neighborhood Health Center, Brockton, MA, United States
| | - Trevor Baker
- Boston Medical Center, Boston, MA, United States
| | - Avik Chatterjee
- Boston Medical Center, Boston, MA, United States
- Boston University Chobanian and Avedisian School of Medicine, Boston, MA, United States
| | - Karsten Lunze
- Boston Medical Center, Boston, MA, United States
- Boston University Chobanian and Avedisian School of Medicine, Boston, MA, United States
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D'Aunno T, Neighbors CJ. Innovation in the Delivery of Behavioral Health Services. Annu Rev Public Health 2024; 45:507-525. [PMID: 37871139 DOI: 10.1146/annurev-publhealth-071521-024027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2023]
Abstract
Several factors motivate the need for innovation to improve the delivery of behavioral health services, including increased rates of mental health and substance use disorders, limited access to services, inconsistent use of evidence-based practices, and persistent racial and ethnic disparities. This narrative review identifies promising innovations that address these challenges, assesses empirical evidence for the effectiveness of these innovations and the extent to which they have been adopted and implemented, and suggests next steps for research. We review five categories of innovations: organizational models, including a range of novel locations for providing services and new ways of organizing services within and across sites; information and communication technologies; workforce; treatment technologies; and policy and regulatory changes. We conclude by discussing the need to strengthen and accelerate the contributions of implementation science to close the gap between the launch of innovative behavioral health services and their widespread use.
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Affiliation(s)
- Thomas D'Aunno
- Wagner Graduate School of Public Service, New York University, New York, NY, USA;
| | - Charles J Neighbors
- Department of Population Health, Grossman School of Medicine, New York University, New York, NY, USA
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Harris SJ, Landis RK, Li W, Stein BD, Saloner B. Utilization of Medications for Opioid Use Disorder Among West Virginia Medicaid Enrollees Following Medicaid Coverage of Methadone. SUBSTANCE USE & ADDICTION JOURNAL 2024; 45:91-100. [PMID: 38258853 DOI: 10.1177/29767342231208516] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/24/2024]
Abstract
BACKGROUND West Virginia entered an institution for mental disease Section 1115 waiver with the Centers for Medicare & Medicaid Services in 2018, which allowed Medicaid to cover methadone at West Virginia's nine opioid treatment programs (OTPs) for the first time. METHODS We conducted time trend and geospatial analyses of Medicaid enrollees between 2016 and 2019 to examine medications for opioid use disorder utilization patterns following Medicaid coverage of methadone, focusing on distance to an OTP as a predictor of initiating methadone and conditional on receiving any, longer treatment duration. RESULTS Following Medicaid coverage of methadone in 2018, patients receiving methadone comprised 9.5% of all Medicaid enrollees with an opioid use disorder (OUD) diagnosis and 10.6% in 2019 (P < 0.01). In 2018, two-thirds of methadone patients either had no prior OUD diagnosis or were not previously enrolled in Medicaid in our observation period. Patients residing within 20 miles of an OTP were more likely to receive methadone (marginal effect [ME]: -0.041, P < 0.001). Similarly, patients residing in metropolitan areas were more likely to receive treatment than those residing in nonmetropolitan areas (ME: -0.019, P < 0.05). Metropolitan patients traveled an average of 15 miles to an OTP; nonmetropolitan patients traveled more than twice as far (P < 0.001). We found no significant association between distance and treatment duration. CONCLUSIONS West Virginia Medicaid's new methadone coverage was associated with an influx of new enrollees with OUD, many of whom had no previous OUD diagnosis or prior Medicaid enrollment. Methadone patients frequently traveled far distances for treatment, suggesting that the state needs additional OTPs and innovative methadone delivery models to improve availability.
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Affiliation(s)
- Samantha J Harris
- Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | | | - Wenshu Li
- Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | | | - Brendan Saloner
- Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
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Heimer R, Black AC, Lin H, Grau LE, Fiellin DA, Howell BA, Hawk K, D'Onofrio G, Becker WC. Receipt of opioid use disorder treatments prior to fatal overdoses and comparison to no treatment in Connecticut, 2016-17. Drug Alcohol Depend 2024; 254:111040. [PMID: 38043226 PMCID: PMC10872282 DOI: 10.1016/j.drugalcdep.2023.111040] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/15/2023] [Revised: 11/12/2023] [Accepted: 11/18/2023] [Indexed: 12/05/2023]
Abstract
OBJECTIVE To determine the relative risk of death following exposure to treatments for OUD compared to no treatment. METHODS In this retrospective cohort study we compiled and merged state agency data on accidental and undetermined opioid overdose deaths in 2017 and exposures to OUD treatment in the prior six months to determine incidence rates following exposure to different treatment modalities. These rates were compared to the estimated incidence among those exposed to no treatment to determine relative risk of death for each treatment exposure. RESULTS Incidence rates for opioid poisoning deaths for those exposed to treatment ranged from 6.06±1.40 per 1000 persons exposed to methadone to 17.36±3.22 per 1000 persons exposed to any non-medication treatment. The estimated incidence rate for those not exposed to treatment was 9.80±0.72 per 1000 persons. With no exposure to treatment as referent, exposure to methadone or buprenorphine reduced the relative risk by 38% or 34%, respectively; the relative risk of non-medication treatments was equal to or worse than no exposure to treatment (RR = 1.27-1.77). PRINCIPAL CONCLUSIONS Exposure to non-MOUD treatments provided no protection against fatal opioid poisoning whereas the relative risk was reduced following exposures to MOUD treatment, even if treatment was not continued. Population level efforts to reduce opioid overdose deaths need to focus on expanding access to agonist-based MOUD treatments and are unlikely to succeed if access to non-MOUD treatments is made more available.
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Affiliation(s)
- Robert Heimer
- Yale School of Public Health, New Haven, CT, United States.
| | - Anne C Black
- Yale School of Medicine, New Haven, CT, United States; VA Connecticut Healthcare System, West Haven, CT, United States
| | - Hsiuju Lin
- University of Connecticut School of Social Work, Hartford, CT, United States
| | | | - David A Fiellin
- Yale School of Public Health, New Haven, CT, United States; Yale School of Medicine, New Haven, CT, United States
| | | | - Kathryn Hawk
- Yale School of Public Health, New Haven, CT, United States; Yale School of Medicine, New Haven, CT, United States
| | - Gail D'Onofrio
- Yale School of Public Health, New Haven, CT, United States; Yale School of Medicine, New Haven, CT, United States
| | - William C Becker
- Yale School of Medicine, New Haven, CT, United States; VA Connecticut Healthcare System, West Haven, CT, United States
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Tilhou AS, Murray E, Wang J, Linas BP, White L, Samet JH, LaRochelle M. Trends in buprenorphine dosage and days supplied for new treatment episodes for opioid use disorder, 2010-2019. Drug Alcohol Depend 2023; 252:110981. [PMID: 37839942 PMCID: PMC10615721 DOI: 10.1016/j.drugalcdep.2023.110981] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/26/2023] [Revised: 09/19/2023] [Accepted: 09/20/2023] [Indexed: 10/17/2023]
Abstract
BACKGROUND Buprenorphine reduces risk of opioid overdose mortality. However, its benefits are limited by low retention, particularly in early treatment. Optimizing initial dosage may impact retention. However, little is known about the prescription characteristics of new buprenorphine treatment episodes. METHODS In a US sample of commercial and employer-sponsored pharmacy claims, we identified new buprenorphine treatment episodes (days 1-30) from individuals ≥16 years following 90 days without buprenorphine from 2010 to 2019. Outcomes included first prescription average days supplied, first prescription average daily dosage, and average dosage on days 2, 8, 15 and 30. RESULTS We identified 117,793 new episodes among 96,451 unique individuals. Episodes per 10,000 person-years decreased slightly over time. Stratifying by age, sex and region demonstrated decreasing episodes among individuals ≤34 years and increasing episodes among individuals ≥35 years. From 2010-2019, first prescription average days supplied and daily dosage decreased from 17.1 to 15.3 days and 13.6mg to 11.6mg, respectively. Simultaneously, the proportion of episodes without possession and with dosages <16mg increased across all days and years. By day 30, episodes without buprenorphine possession grew from 27.9% to 30.8% and episodes involving dosages of <16mg grew from 26.4% to 33.4%. CONCLUSIONS We found that buprenorphine dosage and days supplied for new treatment episodes decreased from 2010 to 2019 while buprenorphine possession worsened. Further investigation examining the relationship between buprenorphine dosage and retention in the early treatment period is needed.
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Affiliation(s)
- Alyssa Shell Tilhou
- Department of Family Medicine, Boston Medical Center, 771 Albany St., Dowling 5 South, Boston, MA 02118, United States; Boston University Chobanian & Avedisian School of Medicine, 72 East Concord St., Boston, MA 02118, United States.
| | - Eleanor Murray
- Department of Epidemiology, Boston University School of Public Health, 715 Albany St., Boston, MA 02118, United States
| | - Jiayi Wang
- Boston Medical Center, One Boston Medical Center Place, Boston, MA 02118, United States
| | - Benjamin P Linas
- Boston University Chobanian & Avedisian School of Medicine, 72 East Concord St., Boston, MA 02118, United States; Section of Infectious Diseases, Boston Medical Center, 725 Albany St 9th Floor, Boston, MA 02118, United States
| | - Laura White
- Department of Biostatistics, Boston University School of Public Health, 715 Albany St., Boston, MA 02118, United States
| | - Jeffrey H Samet
- Boston University Chobanian & Avedisian School of Medicine, 72 East Concord St., Boston, MA 02118, United States; Section of General Internal Medicine, Boston Medical Center, 801 Massachusetts Ave 6th Floor, Boston, MA 02118, United States
| | - Marc LaRochelle
- Boston University Chobanian & Avedisian School of Medicine, 72 East Concord St., Boston, MA 02118, United States; Section of General Internal Medicine, Boston Medical Center, 801 Massachusetts Ave 6th Floor, Boston, MA 02118, United States
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Gibbons JB, Harris SJ, Solomon KT, Sugarman O, Hardy C, Saloner B. Increasing overdose deaths among Black Americans: a review of the literature. Lancet Psychiatry 2023; 10:719-726. [PMID: 37236218 DOI: 10.1016/s2215-0366(23)00119-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/17/2023] [Revised: 03/13/2023] [Accepted: 03/26/2023] [Indexed: 05/28/2023]
Abstract
In 2020, opioid overdose fatalities among Black Americans surpassed those among White Americans for the first time in US history. This Review analyses the academic literature on disparities in overdose deaths to highlight potential factors that could explain these increases in overdose deaths among Black Americans. Overall, we find that differences in structural and social determinants of health; inequality in the access, use, and continuity of substance use disorder and harm reduction services; variability in fentanyl exposure and risk; and changes in social and economic circumstances since the onset of the COVID-19 pandemic are central to explaining this trend. We conclude with a discussion of opportunities for US policy reform and opportunities for future research.
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Affiliation(s)
- Jason B Gibbons
- Department of Health Policy and Management, Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD, USA.
| | - Samantha J Harris
- Department of Health Policy and Management, Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD, USA
| | | | - Olivia Sugarman
- Department of Health Policy and Management, Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD, USA
| | - Carlos Hardy
- Maryland Recovery Organization Connecting Communities, Baltimore, MD, USA
| | - Brendan Saloner
- Department of Health Policy and Management, Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD, USA; Department of Mental Health, Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD, USA
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Buprenorphine involvement in opioid overdose deaths: A retrospective analysis of postmortem toxicology in Marion County, Indiana, 2015-2021. DRUG AND ALCOHOL DEPENDENCE REPORTS 2023; 6:100131. [PMID: 36777895 PMCID: PMC9910498 DOI: 10.1016/j.dadr.2023.100131] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
Background Amidst an unprecedented overdose epidemic, the opioid partial agonist buprenorphine is a medication for opioid use disorder associated with reductions in overdose. Despite its efficacy, buprenorphine prescribing remains closely regulated, owing to concerns about misuse, and its possible role in overdoses. Methods A retrospective analysis of the Marion County, Indiana coroner's postmortem toxicology data for unintentional opioid-involved overdose deaths from 2015 through 2021. The county was chosen as a novel setting whose corner provided comprehensive overdose data. It contains Indianapolis, a large city in the US Midwest The 2,369 opioid-involved overdoses were analyzed for the presence of buprenorphine and its metabolite, as wel as potent substances associated with illicit drug use and overdose. Results Of the 2,369 postmortem toxicology records analyzed, 55 (2.3%) indicated presence of buprenorphine. Of buprenorphine-involved cases, 51 (92.7%) involved other potent substances such as fentanyl, heroin, cocaine, methadone, and amphetamines; 4 (7.3%) were attributed to buprenorphine and liver failure, diabetic ketoacidosis, or relatively less potent substances. Fentanyl was present in 28 cases (50.9%), benzodiazepines were present in 24 (43.6%). Black opioid decedents were considerably less likely to have buprenorphine in their toxicology than White decedents. Conclusions Buprenorphine was rarely detected in the postmortem toxicology of unintentional opioid overdoses in a major US city in the Midwest. In nearly all cases it was accompanied by other potent substances that more frequently cause fatal overdoses on their own. This study confirms findings from other geographic settings that the overdose mortality risks associated with buprenorphine are low.
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Landis RK, Opper I, Saloner B, Gordon AJ, Leslie DL, Sorbero M, Stein BD. Buprenorphine treatment episode duration, dosage, and concurrent prescribing of benzodiazepines and opioid analgesics: The effects of Medicaid prior authorization policies. Drug Alcohol Depend 2022; 241:109669. [PMID: 36332589 PMCID: PMC10695272 DOI: 10.1016/j.drugalcdep.2022.109669] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/12/2022] [Revised: 09/29/2022] [Accepted: 10/18/2022] [Indexed: 12/14/2022]
Abstract
BACKGROUND Buprenorphine is an effective medication for the treatment of opioid use disorder (OUD), but the association between prior authorization policies and quality of care for individuals receiving buprenorphine treatment is not well-understood. METHODS Using 2006-2013 Medicaid Analytic eXtract (MAX) data from 34 states and the District of Columbia, we identified 294,031 episodes of buprenorphine treatment for OUD among individuals aged 14-64 years. We estimated generalized difference-in-differences models to examine the association between buprenorphine prior authorization policies and changes in buprenorphine treatment quality along four dimensions: (1) duration of at least 180 days, (2) dosage of at least 8 milligrams, and concurrent prescribing of (3) opioid analgesics and (4) benzodiazepines. RESULTS Buprenorphine prior authorization policies were associated with an 11-percentage point reduction (p < 0.01) in the likelihood of episodes with a duration of at least 180 days in the first four years after policy implementation. The policy was not associated with changes in effective dosage or concurrent prescribing of opioid analgesics or benzodiazepines. CONCLUSIONS Buprenorphine prior authorization policies were associated with a sizeable and significant reduction in episodes of at least 180 days duration, underscoring the importance of identifying and removing barriers to effective and appropriate OUD care.
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Affiliation(s)
- Rachel K Landis
- RAND Corporation, 1200 South Hayes Street, Arlington, VA 22202, USA.
| | - Isaac Opper
- RAND Corporation, 1776 Main Street, Santa Monica, CA 90401, USA.
| | - Brendan Saloner
- Department of Health Policy and Management, Johns Hopkins University, 615 N. Wolfe Street, Baltimore, MD 21205, USA.
| | - Adam J Gordon
- Program for Addiction Research, Clinical Care, Knowledge and Advocacy (PARCKA), Division of Epidemiology, Department of Internal Medicine, University of Utah School of Medicine, 295 Chipeta Way, Salt Lake City, UT 84132, USA; Informatics, Decision-Enhancement, and Analytic Sciences (IDEAS) Center, VA Salt Lake City Health Care System, Salt Lake City, UT, USA.
| | - Douglas L Leslie
- Department of Public Health Sciences and Center for Applied Studies in Health Economics, Penn State College of Medicine, Hershey, PA 17033, USA.
| | - Mark Sorbero
- RAND Corporation, 4570 Fifth Avenue, Suite 600, Pittsburgh, PA 15213, USA.
| | - Bradley D Stein
- RAND Corporation, 4570 Fifth Avenue, Suite 600, Pittsburgh, PA 15213, USA.
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Levin JS, Landis RK, Sorbero M, Dick AW, Saloner B, Stein BD. Differences in buprenorphine treatment quality across physician provider specialties. Drug Alcohol Depend 2022; 237:109510. [PMID: 35753279 PMCID: PMC10105978 DOI: 10.1016/j.drugalcdep.2022.109510] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/13/2022] [Revised: 05/18/2022] [Accepted: 05/19/2022] [Indexed: 11/30/2022]
Abstract
BACKGROUND The number and types of clinicians prescribing buprenorphine treatment for opioid use disorder (OUD) have increased over the past two decades, but there is little information on how potential indicators of quality of care to patients receiving buprenorphine vary by provider specialty. METHODS We used the Medicaid Analytic eXtract from 2009 to 2014 to identify buprenorphine treatment episodes. We assigned physician specialties to episodes based on whether an episode had at least one outpatient claim linked to specialists in addiction, behavioral health, opioid treatment program (OTP), pain, or primary care provider (PCP). We then used logistic regressions to estimate the association of linked physician specialty and achievement of the following process of care measures: at least 180-day duration, no co-occurring opioid analgesics, no co-occurring benzodiazepines, infectious disease screening, liver function test, drug and toxicology screenings, evaluation and management visits, and counseling. RESULTS Episodes linked to PCPs had significantly lower odds of achieving 180-day duration, an absence of opioid analgesics, an absence of benzodiazepines, drug and toxicology screenings, and counseling compared to addiction, behavioral health, and/or OTPs. Episodes linked to PCPs had significantly higher odds of undergoing infectious disease screenings, liver function tests, and evaluation and management visits compared to all specialty categories. CONCLUSIONS Episodes were more likely to achieve process of care measures related to the specialties of their physicians, but no specialty consistently demonstrated better performance compared to PCPs. Our findings highlight the need for models that can better integrate physical and behavioral health services for OUD treatment.
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Affiliation(s)
| | - Rachel K Landis
- RAND Corporation, 1200 South Hayes Street, Arlington, VA, USA; George Washington University Trachtenberg School of Public Policy and Public Administration, Washington, DC, USA
| | - Mark Sorbero
- RAND Corporation, 4570 Fifth Avenue, Suite 600, Pittsburgh, PA, USA
| | - Andrew W Dick
- RAND Corporation, 20 Park Plaza, Suite 920, Boston, MA, USA
| | - Brendan Saloner
- Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Bradley D Stein
- RAND Corporation, 4570 Fifth Avenue, Suite 600, Pittsburgh, PA, USA; University of Pittsburgh School of Medicine, 3550 Terrace Street, Pittsburgh, PA, USA
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