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Springgate B, Matta I, True G, Doran H, Torres WV, Stevens E, Holland E, Mott K, Ardoin TR, Nixdorff N, Haywood C, Meyers D, Johnson A, Tatum T, Palinkas LA. Implementation of medication for opioid use disorder treatment during a natural disaster: The PROUD-LA study. JOURNAL OF SUBSTANCE USE AND ADDICTION TREATMENT 2024; 165:209469. [PMID: 39094901 DOI: 10.1016/j.josat.2024.209469] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/17/2024] [Revised: 05/17/2024] [Accepted: 07/23/2024] [Indexed: 08/04/2024]
Abstract
BACKGROUND The impacts of climate change-related extreme weather events (EWEs) on Medication for Opioid Use Disorders (MOUD) implementation for Medicaid beneficiaries are relatively unknown. Such information is critical to disaster planning and other implementation strategies. In this study we examined implementation determinants and strategies for MOUD during EWEs. METHODS The Louisiana-based Community Resilience Learning Collaborative and Research Network (C-LEARN) utilized Rapid Assessment Procedures-Informed Community Ethnography (RAPICE), involving community leaders in study design, execution, and data analysis. We conducted qualitative semi-structured interviews with 42 individuals, including MOUD Medicaid member patients and their caregivers, healthcare providers and administrators, and public health officials with experience with climate-related disasters. We mapped key themes onto updated Consolidated Framework for Implementation Research domains. RESULTS MOUD use is limited during EWEs by pharmacy closures, challenges to medication prescription and access across state lines, hospital and clinic service limits, overcrowded emergency departments, and disrupted communications with providers. MOUD demand simultaneously increases due to the stress associated with displacement, resource loss, the COVID-19 pandemic, and social determinants of health. Effective implementation strategies include healthcare system disaster plans with protocols for clear and regular patient-provider communication, community outreach, additional staffing, and virtual delivery of services. Providers can also increase MOUD access by having remote access to EHRs, laptops and contact information, resource lists, collaborative networks, and contact with patients via call centers and social media. Patients can retain access to MOUD via online patient portals, health apps, call centers, and provider calls and texts. The impact of EWEs on MOUD access and use is also influenced by individual characteristics of both patients and providers. CONCLUSIONS The increasing frequency and severity of climate-related EWEs poses a serious threat to MOUD for Medicaid beneficiaries. MOUD-specific disaster planning and use of telehealth for maintaining contact and providing care are effective strategies for MOUD implementation during EWEs. Potential considerations for policies and practices of Medicaid, providers, and others to benefit members during hurricanes or major community stressors, include changes in Medicaid policies to enable access to MOUD by interstate evacuees, improvement of medication refill flexibilities, and incentivization of telehealth services for more systematic use.
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Affiliation(s)
- Benjamin Springgate
- LSU Health Sciences Center - New Orleans, School of Medicine and School of Public Health, New Orleans, LA, USA.
| | - Isha Matta
- LSU Health Sciences Center - New Orleans, School of Medicine and School of Public Health, New Orleans, LA, USA.
| | - Gala True
- LSU Health Sciences Center - New Orleans, School of Medicine and School of Public Health, New Orleans, LA, USA.
| | - Hanna Doran
- LSU Health Sciences Center - New Orleans, School of Medicine and School of Public Health, New Orleans, LA, USA.
| | | | - Elyse Stevens
- LSU Health Sciences Center - New Orleans, School of Medicine and School of Public Health, New Orleans, LA, USA.
| | - Elizabeth Holland
- LSU Health Sciences Center - New Orleans, School of Medicine and School of Public Health, New Orleans, LA, USA.
| | - Karlee Mott
- LSU Health Sciences Center - New Orleans, School of Medicine and School of Public Health, New Orleans, LA, USA.
| | - Tiffany R Ardoin
- LSU Health Sciences Center - New Orleans, School of Medicine and School of Public Health, New Orleans, LA, USA.
| | - Neil Nixdorff
- Department of Internal Medicine, Division of Geriatric & Palliative Medicine, University of Michigan, Ann Arbor, MI, USA
| | | | - Diana Meyers
- St. Anna's Episcopal Church, New Orleans, LA, USA.
| | - Arthur Johnson
- Lower Ninth Ward Center for Sustainable Engagement and Development, New Orleans, LA, USA.
| | - Thad Tatum
- Formerly Incarcerated Peers Support Group, New Orleans, LA, USA
| | - Lawrence A Palinkas
- Herbert Wertheim School of Public Health and Human Longevity Science, University of California, San Diego, La Jolla, CA, USA.
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Fredericksen RJ, Mixson LS, Estadt AT, Leichtling G, Bresett J, Zule W, Walters SM, Friedmann PD, Romo E, Whitney BM, Delaney JAC, Crane HM, Tsui JI, Young A, Seal D, Stopka TJ. Barriers to retention in inpatient and residential drug treatment among persons who use opioids and/or injection drugs living in the rural U.S. JOURNAL OF SUBSTANCE USE AND ADDICTION TREATMENT 2024; 165:209453. [PMID: 39033853 PMCID: PMC11347080 DOI: 10.1016/j.josat.2024.209453] [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: 01/25/2024] [Revised: 05/30/2024] [Accepted: 07/02/2024] [Indexed: 07/23/2024]
Abstract
AIM Barriers to retention in inpatient and residential care for persons who use drugs are understudied in the rural context. We sought to better understand barriers to retention in inpatient and residential drug treatment in a large, multi-site, geographically diverse sample of persons who use opioids and/or injection drugs in the rural U.S. METHODS We conducted semi-structured individual interviews with persons currently using opioids and/or injection drugs in 9 U.S. states, including Illinois, Kentucky, Massachusetts, North Carolina, New Hampshire, Ohio, Oregon, Vermont, and Wisconsin. Content areas included substance use history and experiences with all modalities of drug treatment. We performed initial structural coding followed by an iterative "open-coding" process of itemizing and categorizing content within each code, and a multi-coder memoing process to summarize themes. We identified themes using three levels of the Social-Ecological Model (SEM): individual, interpersonal, and facility-level (organizational) barriers. RESULTS Among 304 interviewed, over half (n = 166, 54 %) reported having experienced inpatient and residential treatment. Lack of treatment retention was driven by interrelated factors at all levels of the SEM. Person-level factors inhibiting retention included lack of readiness to stop using, which was particularly true for court-ordered treatment, and dislike of "freedom limitations". The sole interpersonal-level factor was the influence of other patients on re-initiation of drug use. Facility-level barriers included unaddressed withdrawal symptoms and lack of access to MOUD, staff relatability, inadequate staff training, and, particularly in residential treatment, lack of structure and supervision. Lack of preparation for coping with real-world triggers was seen as a barrier to engagement in ongoing treatment. CONCLUSION Barriers to retention in inpatient and residential substance use treatment were present at three levels of the SEM. Interviews suggest much room for improvement in inpatient and residential drug treatment programs with respect to improving access to MOUD, tailoring content to better address social challenges in the rural context, and improving quality control measures with respect to staff and resident supervision.
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Affiliation(s)
- R J Fredericksen
- University of Washington, Department of Medicine, Seattle, WA, USA.
| | - L S Mixson
- University of Washington, Department of Medicine, Seattle, WA, USA
| | - A T Estadt
- Ohio State University, College of Public Health, Columbus, OH, USA
| | | | - J Bresett
- Southern Illinois University, School of Human Sciences, Carbondale, IL, USA
| | - W Zule
- RTI International, Durham, NC, USA
| | - S M Walters
- New York University, School of Global Public Health, New York, NY, USA
| | - P D Friedmann
- University of Massachusetts, Department of Medicine, Springfield, MA, USA
| | - E Romo
- University of Massachusetts, Clinical and Population Health Research, Springfield, MA, USA
| | - B M Whitney
- University of Washington, Department of Medicine, Seattle, WA, USA
| | - J A C Delaney
- University of Washington, Department of Medicine, Seattle, WA, USA
| | - H M Crane
- University of Washington, Department of Medicine, Seattle, WA, USA
| | - J I Tsui
- University of Washington, Department of Medicine, Seattle, WA, USA
| | - A Young
- University of Kentucky, Department of Epidemiology, Lexington, KY, USA
| | - D Seal
- Tulane University, School of Public Health and Tropical Medicine, New Orleans, LA, USA
| | - T J Stopka
- Tufts University, Department of Public Health and Community Medicine, Boston, MA, USA
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Butelman ER, Huang Y, McFarlane A, Slattery C, Goldstein RZ, Volkow ND, Alia-Klein N. Sex disparities in outcome of medication-assisted therapy of opioid use disorder: Nationally representative study. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.09.24.24314320. [PMID: 39399057 PMCID: PMC11469362 DOI: 10.1101/2024.09.24.24314320] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 10/15/2024]
Abstract
Question The opioid epidemic causes massive morbidity, and males have substantially greater overdose mortality rates than females. It is unclear whether there are sex-related disparities at different stages in the trajectory of opioid use disorders, in "real world" settings. Goal To determine sex disparities in non-medical opioid use (NMOU) at the end of outpatient medication-assisted treatment (MAT), using nationally representative data. Design Observational epidemiological study of publicly funded outpatient MAT programs in the national "Treatment episode data set-discharges" (TEDS-D) for 2019. Participants Persons aged ≥18 in their first treatment episode, in outpatient MAT for use of heroin or other opioids (N=11,549). The binary outcome was presence/absence of NMOU. Results In univariate analyses, males had significantly higher odds of NMOU, compared to females (odds ratio=1.27; Chi2 [df:1]=39.08; uncorrected p<0.0001; p=0.0041 after Bonferroni correction). A multivariable logistic regression detected a male>female odds ratio of 1.19 (95%CI=1.09-1.29; p<0.0001), adjusting for socio-demographic/clinical variables. Several specific conditions were revealed in which males had greater odds of NMOU compared to females (e.g., at ages 18-29 and 30-39; corrected p=0.012, or if they used opioids by inhalation; corrected p=0.0041). Conclusions This nationally representative study indicates that males have greater odds of NMOU in their first episode of MAT, indicating more unfavorable outcomes. The study reveals specific socio-demographic and clinical variables under which this sex disparity is most prominent.
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Affiliation(s)
- Eduardo R Butelman
- Neuropsychoimaging of Addictions and Related Conditions (NARC), Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY
| | - Yuefeng Huang
- Neuropsychoimaging of Addictions and Related Conditions (NARC), Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY
| | | | | | - Rita Z Goldstein
- Neuropsychoimaging of Addictions and Related Conditions (NARC), Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY
| | | | - Nelly Alia-Klein
- Neuropsychoimaging of Addictions and Related Conditions (NARC), Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY
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Victor G, Kheibari A, Strickland JC. Exploring the Lived Experiences of Medication for Opioid use Disorder Treatment: A Qualitative Study among a Crowdsourced Convenience Sample. Community Ment Health J 2024:10.1007/s10597-024-01345-9. [PMID: 39235576 DOI: 10.1007/s10597-024-01345-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/15/2023] [Accepted: 08/16/2024] [Indexed: 09/06/2024]
Abstract
Given the effectiveness of medication for opioid use disorder (MOUD) and low engagement of treatment among people who use drugs (PWUD), it is important to better understand how to engage treatment clients with MOUD care. The current study aimed to achieve this goal by using qualitative methodology to characterize the MOUD treatment experiences. Participants (N = 52) were recruited for an online semi-structured interview. Qualitative analysis revealed varied treatment experiences, with the majority expressing irregular and intermittent MOUD treatment engagement. The therapeutic effects of MOUD in curbing withdrawal symptoms in conjunction with counseling services was frequently mentioned, as well as a preference for methadone maintenance treatment (MMT) to buprenorphine or naltrexone. Many participants described barriers to treatment and continuation of care, including failed drug screens for non-opioid drugs, perceived stigma, and physician-initiated discontinuation of treatment. The current study revealed that patients had favorable experiences with MOUD treatment, particularly when supplemented with counseling services.
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Affiliation(s)
- Grant Victor
- School of Social Work, Rutgers University, 120 Albany St, New Brunswick, NJ, 08901, USA.
| | - A Kheibari
- School of Social Work, Wayne State University, 5447 Woodward Ave, Detroit, MI, 48202, USA
| | - J C Strickland
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, 5510 Nathan Shock Drive, Baltimore, MD, 21224, USA
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Aleksanyan J, Choi S, Lincourt P, Burke C, Ramsey KS, Hussain S, Jordan AE, Morris M, D’Aunno T, Glied S, McNeely J, Elbel B, Mijanovich T, Adhikari S, Neighbors CJ. Lost in transition: A protocol for a retrospective, longitudinal cohort study for addressing challenges in opioid treatment for transition-age adults. PLoS One 2024; 19:e0297567. [PMID: 39141672 PMCID: PMC11324150 DOI: 10.1371/journal.pone.0297567] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2023] [Accepted: 12/21/2023] [Indexed: 08/16/2024] Open
Abstract
BACKGROUND In the United States, there has been a concerning rise in the prevalence of opioid use disorders (OUD) among transition-age (TA) adults, 18 to 25-years old, with a disproportionate impact on individuals and families covered by Medicaid. Of equal concern, the treatment system continues to underperform for many young people, emphasizing the need to address the treatment challenges faced by this vulnerable population at a pivotal juncture in their life course. Pharmacotherapy is the most effective treatment for OUD, yet notably, observational studies reveal gaps in the receipt of and retention in medications for opioid use disorder (MOUD), resulting in poor outcomes for many TA adults in treatment. Few current studies on OUD treatment quality explicitly consider the influence of individual, organizational, and contextual factors, especially for young people whose social roles and institutional ties remain in flux. METHODS We introduce a retrospective, longitudinal cohort design to study treatment quality practices and outcomes among approximately 65,000 TA adults entering treatment for OUD between 2012 and 2025 in New York. We propose to combine data from multiple sources, including Medicaid claims and encounter data and a state registry of substance use disorder (SUD) treatment episodes, to examine three aspects of OUD treatment quality: 1) MOUD use, including MOUD option (e.g., buprenorphine, methadone, or extended-release [XR] naltrexone); 2) adherence to pharmacotherapy and retention in treatment; and 3) adverse events (e.g., overdoses). Using rigorous analytical methods, we will provide insights into how variation in treatment practices and outcomes are structured more broadly by multilevel processes related to communities, treatment programs, and characteristics of the patient, as well as their complex interplay. DISCUSSION Our findings will inform clinical decision making by patients and providers as well as public health responses to the rising number of young adults seeking treatment for OUD amidst the opioid and polysubstance overdose crisis in the U.S.
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Affiliation(s)
- Josh Aleksanyan
- Department of Population Health, New York University Grossman School of Medicine, New York, New York, United States of America
| | - Sugy Choi
- Department of Population Health, New York University Grossman School of Medicine, New York, New York, United States of America
| | - Patricia Lincourt
- New York State Office of Addiction Services and Supports (OASAS), Albany, New York, United States of America
| | - Constance Burke
- New York State Office of Addiction Services and Supports (OASAS), Albany, New York, United States of America
| | - Kelly S. Ramsey
- New York State Office of Addiction Services and Supports (OASAS), Albany, New York, United States of America
| | - Shazia Hussain
- New York State Office of Addiction Services and Supports (OASAS), Albany, New York, United States of America
| | - Ashly E. Jordan
- New York State Office of Addiction Services and Supports (OASAS), Albany, New York, United States of America
| | - Maria Morris
- New York State Office of Addiction Services and Supports (OASAS), Albany, New York, United States of America
| | - Thomas D’Aunno
- New York University Wagner School of Public Policy, New York, New York, United States of America
| | - Sherry Glied
- New York University Wagner School of Public Policy, New York, New York, United States of America
| | - Jennifer McNeely
- Department of Population Health, New York University Grossman School of Medicine, New York, New York, United States of America
| | - Brian Elbel
- Department of Population Health, New York University Grossman School of Medicine, New York, New York, United States of America
- New York University Wagner School of Public Policy, New York, New York, United States of America
| | - Tod Mijanovich
- Department of Applied Statistics, Social Science, and Humanities, New York University Steinhardt School of Culture, Education, and Human Development, New York, New York, United States of America
| | - Samrachana Adhikari
- Department of Population Health, New York University Grossman School of Medicine, New York, New York, United States of America
| | - Charles J. Neighbors
- Department of Population Health, New York University Grossman School of Medicine, New York, New York, United States of America
- New York University Wagner School of Public Policy, New York, New York, United States of America
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Zheng W, Cavrak M, Bowles H, Deng Y, Wen S, Gao S, Lander L, Berry J, Winstanley EL. 10-year retention of a comprehensive treatment model of buprenorphine for opioid use disorder. J Addict Dis 2024:1-8. [PMID: 38400724 PMCID: PMC11343915 DOI: 10.1080/10550887.2024.2315366] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/26/2024]
Abstract
BACKGROUND There has been extensive research demonstrating the effectiveness of medications for opioid use disorder (MOUD) but limited investigation into its long-term retention rate. OBJECTIVE Assess the long-term treatment retention of a buprenorphine-based MOUD clinic with additional stratifications by age and gender. METHODS This retrospective study analyzed 10-years of data from a MOUD clinic in West Virginia that served 3,255 unique patients during the study period (2009-2019). Retention was measured by summation of total treatment days with a new episode of care defined as re-initiating buprenorphine treatment after 60+ consecutive days of nonattendance. Kaplan-Meier survival analysis, with the log-rank test, was used to compare retention by gender and age. RESULTS The mean age was 38 (SD = 10.6) and 95% were non-Hispanic white. Irrespective of treatment episode, 56.8% of patients were retained ≥ 90 days, and the overall median time in treatment was 112 days. Considering only the first treatment episode, 48.4% of 3,255 patients were retained at least 90 days and the overall median was 77 days. Female patients had a ≥ 90 day retention rate of 52.2% for the first admission and 60.1% for multiple admissions, both significantly higher than those of male subjects (44.1% and 53.0%). Additionally, patients ≤ 24 years old had the lowest rate of treatment retention, while patients aged ≥ 35 had the highest. CONCLUSIONS This study adds to the limited data regarding long-term retention in MOUD. Our findings indicate gender and age were highly correlated with retention in MOUD treatment.
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Affiliation(s)
- Wanhong Zheng
- Department of Behavioral Medicine and Psychiatry, School of Medicine, Rockefeller Neuroscience Institute, West Virginia University, Morgantown, WV, USA
| | - Megan Cavrak
- University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Hannah Bowles
- Virginia Commonwealth University School of Medicine, Richmond, VA, USA
| | - Yongjia Deng
- School of Medicine, West Virginia University, Morgantown, WV, USA
| | - Sijin Wen
- Department of Biostatistics, School of Public Health, West Virginia University, Morgantown, WV, USA
| | - Si Gao
- Department of Biostatistics, School of Public Health, West Virginia University, Morgantown, WV, USA
| | - Laura Lander
- Department of Behavioral Medicine and Psychiatry, School of Medicine, Rockefeller Neuroscience Institute, West Virginia University, Morgantown, WV, USA
| | - James Berry
- Department of Behavioral Medicine and Psychiatry, School of Medicine, Rockefeller Neuroscience Institute, West Virginia University, Morgantown, WV, USA
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Hohmeier KC, Cernasev A, Leibold C, Moore TM, Schlesinger E, Arce I, Geminn W, Chisholm-Burns M, Cochran G. Patient reported goals for medications for opioid use disorder: A theory of proximal goal attainment. EXPLORATORY RESEARCH IN CLINICAL AND SOCIAL PHARMACY 2023; 12:100345. [PMID: 37876851 PMCID: PMC10590992 DOI: 10.1016/j.rcsop.2023.100345] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2023] [Revised: 10/03/2023] [Accepted: 10/05/2023] [Indexed: 10/26/2023] Open
Abstract
Background There exist substantial patient barriers to accessing medications for opioid use disorder (MOUD), including travel distance, stigma, and availability of MOUD providers. Yet, despite these barriers, there exists a subset of patients who possess the requisite motivation to seek and remain adherent to treatment. Objective To explore patient-derived goals in MOUD treatment-adherent patients. Methods This study used in-depth interviews with patients receiving methadone who were enrolled in opioid treatment programs (OTPs) across Tennessee. Participants were recruited from 12 different OTPs to participate in telephonic semi-structured interviews to a point of saturation. Participants had to be adherent to treatment, in treatment for 6 months or greater, and English speaking. Analysis occurred inductively using a constructivist approach to Grounded Theory. Results In total, 17 patient interviews were conducted in the spring of 2021. Participants described goal setting across three general stages of treatment: (1) addressing acute physical and emotional needs upon treatment entry, (2) development of supportive structure and routine to develop healthy skills facilitated by treatment team, and (3) identifying and pursuing future-focused goals not directly linked to treatment. A Proximal Goals in MOUD Framework is introduced. Conclusion In this qualitative study on patient reported goals in MOUD it was found that goals are transitory and relative to the stage of treatment. Further research is needed to better understand goal evolution over the course of treatment and its impact on treatment retention.
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Affiliation(s)
- Kenneth C. Hohmeier
- University of Tennessee Health Science Center, College of Pharmacy, Department of Clinical Pharmacy and Translational Science, Nashville, TN 37211, USA
| | - Alina Cernasev
- University of Tennessee Health Science Center, College of Pharmacy, Department of Clinical Pharmacy and Translational Science, Nashville, TN 37211, USA
| | - Christina Leibold
- University of Tennessee Health Science Center, College of Pharmacy, Department of Clinical Pharmacy and Translational Science, Nashville, TN 37211, USA
| | - Todd M. Moore
- University of Tennessee, Department of Psychology, Knoxville, TN 37996, USA
| | - Erica Schlesinger
- Tennessee Department of Mental Health & Substance Abuse Services, Nashville, TN 37243, USA
| | - Ileana Arce
- Tennessee Department of Mental Health & Substance Abuse Services, Nashville, TN 37243, USA
| | - Wesley Geminn
- Tennessee Department of Mental Health & Substance Abuse Services, Nashville, TN 37243, USA
| | - Marie Chisholm-Burns
- Oregon Health & Science University, Office of the Provost, Portland, OR 97239, USA
| | - Gerald Cochran
- University of Utah, Division of Epidemiology, Salt Lake City, UT 84112, USA
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8
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Martinez S, Garcia-Romeu A, Perez F, Jones JD. Resilience Phenotypes and Psychological Functioning among Individuals with Opioid Use Disorder. Subst Use Misuse 2023; 59:41-49. [PMID: 37752751 PMCID: PMC10829514 DOI: 10.1080/10826084.2023.2259450] [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] [Indexed: 09/28/2023]
Abstract
BACKGROUND Opioid use disorder (OUD) is a heterogeneous disorder. However, there is a lack of deep phenotyping investigations focusing on important psychological constructs such as resilience that may impact OUD. The present study aimed to investigate the relationship between trait resilience and the five-factor model of personality (FFM) among individuals with opioid use disorder (OUD). We also explored whether the FFM and trait resilience form specific phenotypes associated with psychological functioning. METHODS This secondary analysis of an epigenetic study included participants of African ancestry (n = 72), an understudied population, who met DSM-5 criteria for OUD. Participants completed measures to assess personality traits, trait resilience, current and previous drug use, and psychological functioning (depression, anxiety, and stress). RESULTS Linear regression revealed a significant relationship between resilience (CD-RISC-25 score) and the FFM, R2 = 0.56, F(5,62) = 15.7, p<.001. Further, a two-cluster classification emerged as the optimal solution from the cluster analysis. Cluster 1 (n = 33, 45.8% of the sample) showed lower resilience (CD-RISC-25 score: M = 58.6, SD = 11.2) compared to Cluster 2 (n = 35, 48.6%; CD-RISC-25 score: M = 76.1, SD = 11.9). The "High-Resilience Cluster" (Cluster 2) was characterized by higher FFM traits of: Extraversion, Openness, Agreeableness, and Conscientiousness, and lower Neuroticism versus Cluster 1. Multivariate analysis of variance revealed statistically significant differences between the two resilience clusters concerning other psychological symptoms, Λ = 0.732, F(4, 50) = 7.05, p < 0.003. CONCLUSIONS These findings suggest associations between the FFM and trait resilience among individuals with OUD. Two distinct "resilience phenotypes" emerged, with high-resilience individuals displaying less stress, anxiety, and depressive symptoms. Results highlight the clinical importance of resilience as a potential target for intervention in people with OUD.
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Affiliation(s)
- Suky Martinez
- Division on Substance Use Disorders, Department of Psychiatry, Columbia University Vagelos College of Physicians and Surgeons and New York State Psychiatric Institute, 1051 Riverside Drive, New York, NY 10032, USA
| | - Albert Garcia-Romeu
- Behavioral Pharmacology Research Unit, Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, 5510 Nathan Shock Drive, Baltimore, MD 21224 USA
| | - Freymon Perez
- Division on Substance Use Disorders, Department of Psychiatry, Columbia University Vagelos College of Physicians and Surgeons and New York State Psychiatric Institute, 1051 Riverside Drive, New York, NY 10032, USA
| | - Jermaine D. Jones
- Division on Substance Use Disorders, Department of Psychiatry, Columbia University Vagelos College of Physicians and Surgeons and New York State Psychiatric Institute, 1051 Riverside Drive, New York, NY 10032, USA
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French R, Holliday Davis M, Aronowitz SV, Crowe M, Abrams M, Edwards G, Lowenstein M. "I wouldn't need Narcan for myself, but I can have it for somebody else:" perceptions of harm reduction among hospitalized patients with OUD. Addict Sci Clin Pract 2023; 18:41. [PMID: 37355639 PMCID: PMC10290347 DOI: 10.1186/s13722-023-00395-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2023] [Accepted: 06/05/2023] [Indexed: 06/26/2023] Open
Abstract
BACKGROUND Extant literature is limited on adoption of evidence-based harm reduction strategies in hospitals. We explored patient perceptions of incorporating harm reduction supplies and education in hospital care with patients with opioid use disorder (OUD). METHODS Qualitative descriptive study of hospitalized patients with OUD in Philadelphia, PA using semi-structured interviews conducted between April and August of 2022. RESULTS Three major themes emerged from 21 interviews with hospitalized patients with OUD: (1) Applicability and Acceptability of Harm Reduction Practices for Oneself; (2) Applicability and Acceptability of Harm Reduction Practices for Others; (3) Perceptions of Harm Reduction Conversations. Most participants were familiar with harm reduction but varied in their perceptions of its relevance for their lives. We noted differences in how participants viewed the applicability and acceptably of harm reduction practices that they perceived as intended to help others (e.g., naloxone) versus intended to help themselves (e.g., syringes). Most participants reported that meaningful conversations about drug use did not happen with their care team but that these conversations would have been acceptable if they were conducted in a way consistent with their individual substance use goals. CONCLUSIONS Patients' interest and perceived acceptability of harm reduction services during hospitalization varied by individual patient factors and the perceived user of specific interventions. Given their positive potential, harm reduction practices should be incorporated in hospitals, but this must be done in a way that is acceptable to patients. Our findings reveal ways to integrate concepts from a harm reduction approach within a traditional medical model. More work is needed to understand the impact of such integration.
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Affiliation(s)
- Rachel French
- National Clinician Scholars Program, University of Pennsylvania, 13th Floor Blockley Hall, 423 Guardian Drive, Philadelphia, PA, 19104, USA.
- Leonard Davis Institute for Health Economics, University of Pennsylvania, 3641 Locust Walk, Philadelphia, PA, 19104, USA.
| | - M Holliday Davis
- Perelman School of Medicine, University of Pennsylvania, 423 Guardian Drive, Philadelphia, PA, 19104, USA
| | - Shoshana V Aronowitz
- Leonard Davis Institute for Health Economics, University of Pennsylvania, 3641 Locust Walk, Philadelphia, PA, 19104, USA
- School of Nursing, University of Pennsylvania, 418 Curie Boulevard, Philadelphia, PA, 19104, USA
| | - Molly Crowe
- Perelman School of Medicine, University of Pennsylvania, 423 Guardian Drive, Philadelphia, PA, 19104, USA
| | - Matthew Abrams
- Perelman School of Medicine, University of Pennsylvania, 423 Guardian Drive, Philadelphia, PA, 19104, USA
| | - Grace Edwards
- College of Arts and Sciences, University of Pennsylvania, 249 S 36th St, Philadelphia, PA, 19104, USA
| | - Margaret Lowenstein
- Leonard Davis Institute for Health Economics, University of Pennsylvania, 3641 Locust Walk, Philadelphia, PA, 19104, USA
- Perelman School of Medicine, University of Pennsylvania, 423 Guardian Drive, Philadelphia, PA, 19104, USA
- Research Director, Center for Addiction Medicine and Policy, University of Pennsylvania, Philadelphia, PA, USA
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10
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Haney JL. Treatment interrupted: factors associated with incarceration during opioid use disorder treatment in the United States. JOURNAL OF SUBSTANCE USE 2022. [DOI: 10.1080/14659891.2022.2120431] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/14/2022]
Affiliation(s)
- Jolynn L. Haney
- Deerfield Data Management, LLC, Collegeville, Pennsylvania, USA
- Department of Social Work Education, Widener University, Chester, Pennsylvania, USA
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11
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Hoang BL, Sledge D. The association between medication for opioid use disorder and employment outcomes in the U.S.: The relevance of race and ethnicity. DRUG AND ALCOHOL DEPENDENCE REPORTS 2022; 4:100081. [PMID: 36846575 PMCID: PMC9948818 DOI: 10.1016/j.dadr.2022.100081] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/29/2021] [Revised: 06/24/2022] [Accepted: 06/27/2022] [Indexed: 11/15/2022]
Abstract
•White admissions given MOUD were less likely to become unemployed at discharge.•Blacks and Hispanics given MOUD were more likely to remain unemployed at discharge.•Racial disparities associated with MOUD have notable implications for policy.
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Affiliation(s)
- Bai Linh Hoang
- Department of Political Science, The University of Texas at Arlington, 701 S. Nedderman Drive, Arlington, TX 76019, United States
| | - Daniel Sledge
- Department of Political Science, The University of Texas at Arlington, 701 S. Nedderman Drive, Arlington, TX 76019, United States
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12
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Stafford C, Marrero WJ, Naumann RB, Lich KH, Wakeman S, Jalali MS. Identifying key risk factors for premature discontinuation of opioid use disorder treatment in the United States: A predictive modeling study. Drug Alcohol Depend 2022; 237:109507. [PMID: 35660221 DOI: 10.1016/j.drugalcdep.2022.109507] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/10/2021] [Revised: 04/22/2022] [Accepted: 05/18/2022] [Indexed: 11/17/2022]
Abstract
BACKGROUND Treatment for opioid use disorder (OUD), particularly medication for OUD, is highly effective; however, retention in OUD treatment is a significant challenge. We aimed to identify key risk factors for premature exit from OUD treatment. METHODS We analyzed 2,381,902 cross-sectional treatment episodes for individuals in the U.S., discharged between Jan/1/2015 and Dec/31/2019. We developed classification models (Random Forest, Classification and Regression Trees (CART), Bagged CART, and Boosted CART), and analyzed 31 potential risk factors for premature treatment exit, including treatment characteristics, substance use history, socioeconomic status, and demographic characteristics. We stratified our analysis based on length of stay in treatment and service setting. Models were compared using cross-validation and the receiver operating characteristic area under the curve (ROC-AUC). RESULTS Random Forest outperformed other methods (ROC-AUC: 74%). The most influential risk factors included characteristics of service setting, geographic region, primary source of payment, and referral source. Race, ethnicity, and sex had far weaker predictive impacts. When stratified by treatment setting and length of stay, employment status and delay (days waited) to enter treatment were among the most influential factors. Their importance increased as treatment duration decreased. Notably, importance of referral source increased as the treatment duration increased. Finally, age and age of first use were important factors for lengths of stay of 2-7 days and in detox treatment settings. CONCLUSIONS The key factors of OUD treatment attrition identified in this analysis should be more closely explored (e.g., in causal studies) to inform targeted policies and interventions to improve models of care.
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Affiliation(s)
- Celia Stafford
- MGH Institute for Technology Assessment, Harvard Medical School, Boston, MA, USA.
| | - Wesley J Marrero
- MGH Institute for Technology Assessment, Harvard Medical School, Boston, MA, USA; Thayer School of Engineering, Dartmouth College, Hanover, NH, USA.
| | - Rebecca B Naumann
- Department of Epidemiology and Injury Prevention Research Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
| | - Kristen Hassmiller Lich
- Department of Health Policy and Management, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
| | - Sarah Wakeman
- Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA.
| | - Mohammad S Jalali
- MGH Institute for Technology Assessment, Harvard Medical School, Boston, MA, USA; MIT Sloan School of Management, Cambridge, MA, USA.
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13
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Stahler GJ, Mennis J, Stein LAR, Belenko S, Rohsenow DJ, Grunwald HE, Brinkley-Rubinstein L, Martin RA. Treatment outcomes associated with medications for opioid use disorder (MOUD) among criminal justice-referred admissions to residential treatment in the U.S., 2015-2018. Drug Alcohol Depend 2022; 236:109498. [PMID: 35605535 DOI: 10.1016/j.drugalcdep.2022.109498] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/01/2022] [Revised: 05/09/2022] [Accepted: 05/10/2022] [Indexed: 11/03/2022]
Abstract
AIMS To examine the use and association of medications for opioid use disorder (MOUD) with treatment completion and retention for criminal justice referred (CJR) admissions to residential treatment. METHODS A retrospective analysis of the Treatment Episode Dataset-Discharge (TEDS-D; 2015-2018) for adults (N = 205,348) admitted to short-term (ST) (< 30 days) or long-term (LT) (>30 days) residential treatment for OUD. Outcomes were MOUD in treatment plans, and treatment completion and retention (ST >10 days; LT > 90 days). Logistic regression analyses were conducted separately for ST and LT settings. RESULTS CJR admissions were less likely to have MOUD than non-CJR admissions (ST, 11% vs. 21%; LT, 10% vs. 24%, respectively) and were more likely to complete and be retained in treatment. In ST settings, MOUD was associated with higher likelihood of treatment completion and retention. In LT settings, MOUD was associated with higher likelihood of treatment retention and lower likelihood of treatment completion. These associations tended to be slightly weaker for CJR admissions, with the exception of treatment completion in LT settings, but the moderating effect size of CJR status in all models was very small. Small differences in the moderating effect of CJR status by race and ethnicity were observed in LT settings. CONCLUSIONS MOUD is greatly under-utilized for CJR patients, and given that MOUD was associated with positive outcomes, there is a critical need to find ways to increase access to MOUD for CJR patients in residential treatment. Race and ethnicity appear to have relatively little impact on outcomes.
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Affiliation(s)
- Gerald J Stahler
- Department of Geography and Urban Studies, Temple University, United States.
| | - Jeremy Mennis
- Department of Geography and Urban Studies, Temple University, United States
| | - L A R Stein
- Center for Alcohol & Addiction Studies, Brown University School of Public Health, United States; Department of Psychology, The University of Rhode Island, United States
| | - Steven Belenko
- Department of Criminal Justice, Temple University, United States
| | - Damaris J Rohsenow
- Center for Alcohol & Addiction Studies, Brown University School of Public Health, United States
| | | | | | - Rosemarie A Martin
- Center for Alcohol & Addiction Studies, Brown University School of Public Health, United States
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14
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Shin HC, Marsh JC. Identifying relative strength of methadone versus health and social services in comprehensive substance use disorder treatment using a variance decomposition approach. EVALUATION AND PROGRAM PLANNING 2022; 92:102060. [PMID: 35247677 DOI: 10.1016/j.evalprogplan.2022.102060] [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: 08/03/2021] [Revised: 02/14/2022] [Accepted: 02/18/2022] [Indexed: 06/14/2023]
Abstract
BACKGROUND The purpose of this study is to identify the relative strengths of association of medication and health and social services in comprehensive substance use disorder (SUD) treatment. OBJECTIVES The study uses a novel variance decomposition method to assess the relative strength of association of six active ingredients of comprehensive SUD treatment: methadone medication, access services, SUD counseling, matched service ratio, client-provider relationship, and treatment duration. METHODS The study uses data from the National Treatment Improvement Evaluation Study (1992-1997), a dataset with an unusual number of services and service strategies measured. The data include 3012 clients from 45 SUD treatment programs. Linear mixed models are used to assess the relation of service variables to the outcome of posttreatment substance use. Variance decomposition methods are used to assess the relative importance of the ingredients in the treatment model. RESULTS Along with a random intercept and background variables, receipt of methadone accounted for the greatest relative strength of association at 35.4%, compared with 23.8% for treatment duration, 15.4% for client-provider relationship, and 11.2% for matched service ratio. Access and SUD counseling accounted for modest strengths of association at 1% and 3% each. CONCLUSION Findings indicate somewhat greater strength of association of methadone compared with other services and service strategies and overall, reinforce the importance of both medication and services and service strategies in the design and development of effective models of service delivery. SIGNIFICANCE This study, among the first to evaluate the relative importance of specific services and service strategies of comprehensive SUD treatment, provides insights relevant to the development of effective models of service delivery.
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Affiliation(s)
- Hee-Choon Shin
- Independent Researcher, 2232 University Drive, Naperville, IL 60565, USA.
| | - Jeanne C Marsh
- University of Chicago, Crown Family School of Social Work, Policy and Practice, 969 E. 60th Street, Chicago, IL 60637, USA.
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15
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Abstract
This paper is the forty-third consecutive installment of the annual anthological review of research concerning the endogenous opioid system, summarizing articles published during 2020 that studied the behavioral effects of molecular, pharmacological and genetic manipulation of opioid peptides and receptors as well as effects of opioid/opiate agonists and antagonists. The review is subdivided into the following specific topics: molecular-biochemical effects and neurochemical localization studies of endogenous opioids and their receptors (1), the roles of these opioid peptides and receptors in pain and analgesia in animals (2) and humans (3), opioid-sensitive and opioid-insensitive effects of nonopioid analgesics (4), opioid peptide and receptor involvement in tolerance and dependence (5), stress and social status (6), learning and memory (7), eating and drinking (8), drug abuse and alcohol (9), sexual activity and hormones, pregnancy, development and endocrinology (10), mental illness and mood (11), seizures and neurologic disorders (12), electrical-related activity and neurophysiology (13), general activity and locomotion (14), gastrointestinal, renal and hepatic functions (15), cardiovascular responses (16), respiration and thermoregulation (17), and immunological responses (18).
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Affiliation(s)
- Richard J Bodnar
- Department of Psychology and Neuropsychology Doctoral Sub-Program, Queens College, City University of New York, Flushing, NY, 11367, United States.
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16
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Alibrahim A, Marsh JC, Amaro H, Kong Y, Khachikian T, Guerrero E. Disparities in expected driving time to opioid treatment and treatment completion: findings from an exploratory study. BMC Health Serv Res 2022; 22:478. [PMID: 35410215 PMCID: PMC8996398 DOI: 10.1186/s12913-022-07886-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2021] [Accepted: 03/23/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Commuting time to treatment has been shown to affect healthcare outcomes such as engagement and initiation. The purpose of this study is to extend this line of research to investigate the effects of driving time to opioid programs on treatment outcomes. METHODS We analyzed discharge survey data from 22,587 outpatient opioid use disorder treatment episodes (mainly methadone) in Los Angeles County and estimated the associated driving time to each episode using Google Maps. We used multivariable logistic regressions to examine the association between estimated driving time and odds of treatment completion after adjusting for possible confounders. RESULTS Findings show an average driving time of 11.32 min and an average distance of 11.18 km. We observed differences in estimated driving time across age, gender, and socioeconomic status. Young, male, less formally educated, and Medi-Cal-ineligible clients drove longer to treatment. A 10-min drive was associated with a 33% reduction in the completion of methadone treatment plans (p < .01). CONCLUSION This systemwide analysis provides novel time estimates of driving-based experiences and a strong relationship with completion rates in methadone treatment. Specifically, the result showing reduced treatment completion rates for drive times longer than 10 min may inform policies regarding the ideal geographic placement of methadone-based treatment programs and service expansion initiatives.
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Affiliation(s)
- Abdullah Alibrahim
- Industrial & Management Systems Engineering, College of Engineering & Petroleum, Kuwait University, Kuwait, Kuwait. .,Geo-Health Lab, Dasman Diabetes Institute, Kuwait, Kuwait.
| | - Jeanne C Marsh
- Crown Family School of Social Work, Policy, and Practice, University of Chicago, Chicago, USA
| | - Hortensia Amaro
- Robert Stempel College Of Public Health and Social Work and Herbert Wertheim College of Medicine, Florida Internation University, Miami, USA
| | - Yinfei Kong
- College of Business and Economics, California State University Fullerton, Fullerton, USA
| | - Tenie Khachikian
- Crown Family School of Social Work, Policy, and Practice, University of Chicago, Chicago, USA
| | - Erick Guerrero
- I-Lead Institute, Research to End Healthcare Disparities Corp, Los Angeles, USA
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17
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Mauro PM, Gutkind S, Annunziato EM, Samples H. Use of Medication for Opioid Use Disorder Among US Adolescents and Adults With Need for Opioid Treatment, 2019. JAMA Netw Open 2022; 5:e223821. [PMID: 35319762 PMCID: PMC8943638 DOI: 10.1001/jamanetworkopen.2022.3821] [Citation(s) in RCA: 114] [Impact Index Per Article: 57.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/01/2021] [Accepted: 02/03/2022] [Indexed: 01/23/2023] Open
Abstract
Importance Medication for opioid use disorder (MOUD) is the criterion standard treatment for opioid use disorder (OUD), but nationally representative studies of MOUD use in the US are lacking. Objective To estimate MOUD use rates and identify associations between MOUD and individual characteristics among people who may have needed treatment for OUD. Design, Setting, and Participants Cross-sectional, nationally representative study using the 2019 National Survey on Drug Use and Health in the US. Participants included community-based, noninstitutionalized adolescent and adult respondents identified as individuals who may benefit from MOUD, defined as (1) meeting criteria for a past-year OUD, (2) reporting past-year MOUD use, or (3) receiving past-year specialty treatment for opioid use in the last or current treatment episode. Main Outcomes and Measures The main outcomes were treatment with MOUD compared with non-MOUD services and no treatment. Associations with sociodemographic characteristics (eg, age, race and ethnicity, sex, income, and urbanicity); substance use disorders; and past-year health care or criminal legal system contacts were analyzed. Multinomial logistic regression was used to compare characteristics of people receiving MOUD with those receiving non-MOUD services or no treatment. Models accounted for predisposing, enabling, and need characteristics. Results In the weighted sample of 2 206 169 people who may have needed OUD treatment (55.5% male; 8.0% Hispanic; 9.9% non-Hispanic Black; 74.6% non-Hispanic White; and 7.5% categorized as non-Hispanic other, with other including 2.7% Asian, 0.9% Native American or Alaska Native, 0.2% Native Hawaiian or Pacific Islander, and 3.8% multiracial), 55.1% were aged 35 years or older, 53.7% were publicly insured, 52.2% lived in a large metropolitan area, 56.8% had past-year prescription OUD, and 80.0% had 1 or more co-occurring substance use disorders (percentages are weighted). Only 27.8% of people needing OUD treatment received MOUD in the past year. Notably, no adolescents (aged 12-17 years) and only 13.2% of adults 50 years and older reported past-year MOUD use. Among adults, the likelihood of past-year MOUD receipt vs no treatment was lower for people aged 50 years and older vs 18 to 25 years (adjusted relative risk ratio [aRRR], 0.14; 95% CI, 0.05-0.41) or with middle or higher income (eg, $50 000-$74 999 vs $0-$19 999; aRRR, 0.18; 95% CI, 0.07-0.44). Compared with receiving non-MOUD services, receipt of MOUD was more likely among adults with at least some college (vs high school or less; aRRR, 2.94; 95% CI, 1.33-6.51) and less likely in small metropolitan areas (vs large metropolitan areas, aRRR, 0.41; 95% CI, 0.19-0.93). While contacts with the health care system (85.0%) and criminal legal system (60.5%) were common, most people encountering these systems did not report receiving MOUD (29.5% and 39.1%, respectively). Conclusions and Relevance In this cross-sectional study, MOUD uptake was low among people who could have benefited from treatment, especially adolescents and older adults. The high prevalence of health care and criminal legal system contacts suggests that there are critical gaps in care delivery or linkage and that cross-system integrated interventions are warranted.
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Affiliation(s)
- Pia M. Mauro
- Department of Epidemiology, Columbia University Mailman School of Public Health, New York, New York
| | - Sarah Gutkind
- Department of Epidemiology, Columbia University Mailman School of Public Health, New York, New York
| | - Erin M. Annunziato
- Department of Epidemiology, Columbia University Mailman School of Public Health, New York, New York
| | - Hillary Samples
- Center for Health Sciences Research, Rutgers Institute for Health, Health Care Policy and Aging Research, New Brunswick, New Jersey
- Department of Health Behavior, Society and Policy, Rutgers School of Public Health, Piscataway, New Jersey
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18
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Khachikian T, Amaro H, Guerrero E, Kong Y, Marsh JC. Disparities in opioid treatment access and retention among women based on pregnancy status from 2006 to 2017. DRUG AND ALCOHOL DEPENDENCE REPORTS 2022; 2. [PMID: 35369381 PMCID: PMC8975179 DOI: 10.1016/j.dadr.2022.100030] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Background: The purpose of this study is to assess differences in wait time and retention in opioid use disorder (OUD) treatment among a sample of pregnant and non-pregnant women from low-income urban communities in Los Angeles, California. Methods: Data were collected in 9 waves consisting of consecutive years from 2006 to 2011, and then including 2013, 2015, and 2017. The sample consisted of 12,558 women, with 285 being pregnant and 12,273 being non-pregnant. We compared pregnant women with non-pregnant women at admission on key characteristics and relied on two multilevel negative binomial regressions analyses to examine factors related to access (days on the waiting list) and retention (days in treatment). Results: We detected disparities existed in access and retention. Pregnant women spent less time waiting to initate treatment than non-pregnant women and, once in treatment, had longer treatment episodes. Among pregnant women, clients identifying as Latina or Other waited longer to enter treatment compared to clients identifying as non-Latina White or Black. Women entering residential waited longer than those entering methadone or counseling services. Pregnant women were more likely to be in treatment longer if they had mental health issues, greater parenting responsibilities (number of children less than 18), and greater SUD severity (number of prior treatment episodes). Conclusions: Findings suggest pregnant women’s access and retention can be improved through Medicaid coverage and through the implementation of a standard of care that includes MOUD (methadone) along with ancillary health and social services.
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Affiliation(s)
- Tenie Khachikian
- University of Chicago, School of Social Service Administration, 969 E. 60th Street, Chicago, IL 60637, USA
- Corresponding author.
| | - Hortensia Amaro
- Florida International University, Herbert Wertheim College of Medicine and Robert Stempel College of Public Health and Social Work, 11200 SW 8th St, AHC4, Miami, Florida 33199, USA
| | - Erick Guerrero
- I-LEAD Institute, Research to End Healthcare Disparities Corp, 12300 Wilshire Blvd, Suite 210, Los Angeles, CA 90025 USA
| | - Yinfei Kong
- California State University, Fullerton, College of Business and Economics, 800N State College Blvd, Fullerton CA 92831 USA
| | - Jeanne C. Marsh
- University of Chicago, School of Social Service Administration, 969 E. 60th Street, Chicago, IL 60637, USA
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19
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Maqoud F, Fabio G, Ciliero N, Antonacci M, Mastrangelo F, Sammarruco G, Cataldini R, Schirosi G, De Fazio S, Tricarico D. Multicenter Observational/Exploratory Study Addressed to the Evaluation of the Effectiveness and Safety of Pharmacological Therapy in Opioid-Dependent Patients in Maintenance Therapy in Southern Italy. Pharmaceutics 2022; 14:pharmaceutics14020461. [PMID: 35214192 PMCID: PMC8878258 DOI: 10.3390/pharmaceutics14020461] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2021] [Revised: 01/28/2022] [Accepted: 02/14/2022] [Indexed: 02/04/2023] Open
Abstract
A multicenter-observational study was performed to assess the effectiveness of rac-methadone, levomethadone, and buprenorphine in opioid-dependent patients in polytherapy in Southern Italy. The primary endpoint was the reduction of urinary positivity to the substances and the maintaining doses. Patients (N = 266, age = 44.80 ± 5.65, male = 79.70%, female = 20.30%) have been recruited. At recruitment, 75% of them were on treatment with rac-methadone, levomethadone, and buprenorphine/naloxone. The patients were grouped into three clusters. The levomethadone patients of Cluster A (N patients = 211), after 180 days, showed stability in urinary methadone positivity, with a marked decrease in heroin −53 ± 4%, cannabinol’s −48 ± 2%, and cocaine −37 ± 6% positivity, with no differences between treatments. A lower QTcF value of 426 ± 8.4 ms was recorded in the levomethadone patients (delta = −19 ms) vs. rac-methadone, at significantly lower doses of levomethadone (−34%, −50.2% in males) (p < 0.05). The Cluster B data were collected from 37 patients, with a high prevalence of comorbidity infections (HIV/HCV/HPV), monitored for 21 months during COVID-19. High doses of levomethadone (58.33 ± 31.58 mg/day) were needed to stabilize those that were negative for opioids and cannabinoids, in contrast to the rac-methadone and buprenorphine/naloxone patients that showed positive toxicology. Eighteen patients of the Cluster C in double diagnosis (major depressive 38.90%, bipolar 27.78%, and schizophrenia 16.67%) were stabilized with high doses of racemate 97.5 ± 8 mg/day, 51.8 ± 5 mg/day of levomethadone (−46.8% vs. rac-methadone; −71% in men), and 2.5 ± 1 mg/day of buprenorphine/naloxone. Three patients in remission were treated with tapering doses of levomethadone. Significantly reduced QTcF values were recorded with levomethadone (delta −32 ms vs. rac-methadone) in the bipolar patients, as well as the schizophrenia patients in remission (delta −45.19 ms vs. rac-methadone). Our patients were safely stabilized. Levomethadone, compared to the racemate, contributes to reducing the illicit use, especially of opioids and cannabinoids at significantly lower doses with cardiovascular safety, which, in bipolar patients, is clinically significant.
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Affiliation(s)
- Fatima Maqoud
- Department of Pharmacy-Pharmaceutical Sciences, Pharmacology, University of Bari, Via Orabona 4, 70125 Bari, Italy; (F.M.); (N.C.); (M.A.)
| | - Giada Fabio
- Ser.D. Bari, ASL-BA, Via Amendola, 124/C, 70126 Bari, Italy;
| | - Nunzio Ciliero
- Department of Pharmacy-Pharmaceutical Sciences, Pharmacology, University of Bari, Via Orabona 4, 70125 Bari, Italy; (F.M.); (N.C.); (M.A.)
| | - Marina Antonacci
- Department of Pharmacy-Pharmaceutical Sciences, Pharmacology, University of Bari, Via Orabona 4, 70125 Bari, Italy; (F.M.); (N.C.); (M.A.)
| | - Francesca Mastrangelo
- Ser.D. Lanciano, ASL2 Lanciano-Vasto-Chieti, Via Martiri Lancianesi 17/19, 66100 Chieti, Italy;
| | - Giorgio Sammarruco
- Ser.D. Poggiardo, Piazza Partigiani, s.n.c., Poggiardo, 73037 Lecce, Italy;
| | - Roberto Cataldini
- U.O. Double Diagnosis Gallipoli, Via Marconi, 1, 73014 Gallipoli, Italy;
| | - Gabriella Schirosi
- Ser.D. Taranto, Contrada “Rondinella” c/o Ospedale “Testa” Strada Statale 106, 74100 Taranto, Italy;
| | | | - Domenico Tricarico
- Department of Pharmacy-Pharmaceutical Sciences, Pharmacology, University of Bari, Via Orabona 4, 70125 Bari, Italy; (F.M.); (N.C.); (M.A.)
- Correspondence:
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20
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Ellis JD, Rabinowitz JA, Wells J, Liu F, Finan PH, Stein MD, Ii DGA, Hobelmann GJ, Huhn AS. Latent trajectories of anxiety and depressive symptoms among adults in early treatment for nonmedical opioid use. J Affect Disord 2022; 299:223-232. [PMID: 34871638 PMCID: PMC8766934 DOI: 10.1016/j.jad.2021.12.004] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/05/2021] [Revised: 11/30/2021] [Accepted: 12/02/2021] [Indexed: 12/27/2022]
Abstract
BACKGROUND Understanding the course of anxiety and depressive symptoms in early opioid use disorder (OUD) treatment may inform efforts to promote positive early treatment response and reduce treatment attrition. METHODS Persons in treatment for nonmedical opioid use were identified from 86 addiction treatment facilities. Growth mixture modeling was used to identify trajectories of anxiety and depression symptoms during the first month of treatment among individuals who screened positive for depression (N = 3016) and/or anxiety (N = 2779) at intake. RESULTS A three-class solution best fit the data for anxiety symptoms and included the following trajectories: (1) persistent moderate-to-severe anxiety symptoms, (2) remitting severe anxiety symptoms, and (3) persistent minimal-to-mild anxiety symptoms. Similarly, a three-class solution best fit the data for depressive symptoms and included trajectories characterized by (1) persistent moderate-to-severe depressive symptoms, (2) persistent moderate depressive symptoms, and (3) mild/remitting depressive symptoms. Persistent moderate-to-severe anxiety and depressive symptoms were predicted by female gender and heavy past-month benzodiazepine co-use. LIMITATIONS Fine grained-information about substance use was not collected. Results may not be generalizable to individuals receiving treatment outside of specialty addiction clinics. CONCLUSIONS Analysis of anxiety and depression symptom trajectories in early treatment suggest that a subset of individuals entering treatment for opioid use experienced persistent and significant anxiety and depressive symptoms, whereas others experience a remission of symptoms. Interventions designed to target individuals at the greatest risk, such as women and individuals reporting opioid/benzodiazepine co-use, may help improve mental health symptoms in early OUD treatment.
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Affiliation(s)
- Jennifer D Ellis
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, 5510 Nathan Shock Drive, Room 2717, Baltimore, MD 21224, USA
| | - Jill A Rabinowitz
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Jonathan Wells
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA; Division of Epidemiology, Department of Family Medicine and Population Health, Virginia Commonwealth University, Richmond, VA USA
| | - Fangyu Liu
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Patrick H Finan
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, 5510 Nathan Shock Drive, Room 2717, Baltimore, MD 21224, USA
| | - Michael D Stein
- Department of Health Law, Policy & Management, School of Public Health, Boston University, Boston, MA, USA
| | - Denis G Antoine Ii
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, 5510 Nathan Shock Drive, Room 2717, Baltimore, MD 21224, USA
| | - Gregory J Hobelmann
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, 5510 Nathan Shock Drive, Room 2717, Baltimore, MD 21224, USA; Ashley Addiction Treatment, Havre de Grace, MD, USA
| | - Andrew S Huhn
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, 5510 Nathan Shock Drive, Room 2717, Baltimore, MD 21224, USA; Ashley Addiction Treatment, Havre de Grace, MD, USA.
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21
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Racial/ethnic disparities in the use of medications for opioid use disorder (MOUD) and their effects on residential drug treatment outcomes in the US. Drug Alcohol Depend 2021; 226:108849. [PMID: 34198132 DOI: 10.1016/j.drugalcdep.2021.108849] [Citation(s) in RCA: 34] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/15/2021] [Revised: 05/05/2021] [Accepted: 05/13/2021] [Indexed: 12/31/2022]
Abstract
BACKGROUND This study examines racial/ethnic disparities in the use of medications for opioid use disorder (MOUD) in residential treatment and the influence of race/ethnicity on the association between MOUD use and treatment retention and completion. METHODS Data were extracted from SAMHSA's 2015-2017 Treatment Episode Dataset-Discharge (TEDS-D) datasets for adult opioid admissions/discharges to short-term (ST) (30 days or less) (N = 83,032) or long-term (LT) (> 30 days) residential treatment settings (N=61,626). Logistic regression estimated the likelihood of MOUD use among racial/ethnic groups and the moderation of race/ethnicity on the probability of treatment completion and retention, controlling for background factors. RESULTS After adjusting for covariates, compared to Whites, MOUD use was less likely for Blacks in ST (OR = 0.728) and LT settings (OR = 0.725) and slightly less likely for Hispanics in ST settings (OR = 0.859) but slightly more likely for Hispanics in LT settings (OR = 1.107). In ST settings, compared to Whites, the positive effect of MOUD on retention was enhanced for Blacks (OR = 1.191) and Hispanics (OR = 1.234), and the positive effect on treatment completion was enhanced for Hispanics (OR = 1.144). In LT settings, the negative association between MOUD and treatment completion was enhanced for Hispanics (OR = 0.776). CONCLUSIONS Access to medications for opioid use disorder in short term residential treatment is particularly beneficial for Blacks and Hispanics, though adjusted models indicate they are less likely to receive it compared to Whites. Results are mixed for long-term residential treatment. Residential addiction treatment may represent an important setting for mitigating low rates of medication initiation and early discontinuation for minority patients.
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22
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Guerrero E, Amaro H, Kong Y, Khachikian T, Marsh JC. Gender disparities in opioid treatment progress in methadone versus counseling. Subst Abuse Treat Prev Policy 2021; 16:52. [PMID: 34162420 PMCID: PMC8220800 DOI: 10.1186/s13011-021-00389-4] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/09/2021] [Indexed: 01/31/2023] Open
Abstract
BACKGROUND In the United States, the high dropout rate (75%) in opioid use disorder (OUD) treatment among women and racial/ethnic minorities calls for understanding factors that contribute to making progress in treatment. Whereas counseling and medication for OUD (MOUD, e.g. methadone, buprenorphine, naltrexone) is considered the gold standard of care in substance use disorder (SUD) treatment, many individuals with OUD receive either counseling or methadone-only services. This study evaluates gender disparities in treatment plan progress in methadone- compared to counseling-based programs in one of the largest SUD treatment systems in the United States. METHODS Multi-year and multi-level (treatment program and client-level) data were analyzed using the Integrated Substance Abuse Treatment to Eliminate Disparities (iSATed) dataset collected in Los Angeles County, California. The sample consisted of 4 waves: 2011 (66 SUD programs, 1035 clients), 2013 (77 SUD programs, 3686 clients), 2015 (75 SUD programs, 4626 clients), and 2017 (69 SUD programs, 4106 clients). We conducted two multi-level negative binomial regressions, one per each outcome (1) making progress towards completing treatment plan, and (2) completing treatment plan. We included outpatient clients discharged on each of the years of the study (over 95% of all clients) and accounted for demographics, wave, homelessness and prior treatment episodes, as well as clients clustered within programs. RESULTS We detected gender differences in two treatment outcomes (progress and completion) considering two outpatient program service types (MOUD-methadone vs. counseling). Clients who received methadone vs. counseling had lower odds of completing their treatment plan (OR = 0.366; 95% CI = 0.163, 0.821). Female clients receiving methadone had lower odds of both making progress (OR = 0.668; 95% CI = 0.481, 0.929) and completing their treatment plan (OR = 0.666; 95% CI = 0.485, 0.916) compared to male clients and receiving counseling. Latina clients had lower odds of completing their treatment plan (OR = 0.617; 95% CI = 0.408, 0.934) compared with non-Latina clients. CONCLUSIONS Clients receiving methadone, the most common and highly effective MOUD in reducing opioid use, were less likely to make progress towards or complete their treatment plan than those receiving counseling. Women, and in particular those identified as Latinas, were least likely to benefit from methadone-based programs. These findings have implications for health policy and program design that consider the need for comprehensive and culturally responsive services in methadone-based programs to improve outpatient treatment outcomes among women.
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Affiliation(s)
- Erick Guerrero
- I-Lead Institute, Research to End Health Disparities Corp, 12300 Wilshire Blvd, Suite 210, Los Angeles, CA 90025 USA
| | - Hortensia Amaro
- Herbert Wertheim College of Medicine and Robert Stempel College of Public Health and Social Work, Florida International University, 11200 SW 8th ST, AHC4, Miami, Florida 33199 USA
| | - Yinfei Kong
- College of Business and Economics, California State University Fullerton, 800 N. State College Blvd, Fullerton, CA 92831 USA
| | - Tenie Khachikian
- Crown Family School of Social Work, Policy, and Practice, University of Chicago, 969 E. 60th Street, Chicago, IL 60637 USA
| | - Jeanne C. Marsh
- Crown Family School of Social Work, Policy, and Practice, University of Chicago, 969 E. 60th Street, Chicago, IL 60637 USA
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23
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Amiri S, McDonell MG, Denney JT, Buchwald D, Amram O. Disparities in Access to Opioid Treatment Programs and Office-Based Buprenorphine Treatment Across the Rural-Urban and Area Deprivation Continua: A US Nationwide Small Area Analysis. VALUE IN HEALTH : THE JOURNAL OF THE INTERNATIONAL SOCIETY FOR PHARMACOECONOMICS AND OUTCOMES RESEARCH 2021; 24:188-195. [PMID: 33518025 DOI: 10.1016/j.jval.2020.08.2098] [Citation(s) in RCA: 39] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/24/2020] [Revised: 07/31/2020] [Accepted: 08/12/2020] [Indexed: 05/06/2023]
Abstract
OBJECTIVES To measure access to opioid treatment programs (OTPs) and office-based buprenorphine treatment (OBBTs) at the smallest geographic unit for which the Census Bureau publishes demographic and socioeconomic data (ie, block group) and to explore disparities in access to treatment across the rural-urban and area deprivation continua across the United States. METHODS Access to OTPs and OBBTs at the block group in 2019 was quantified using an innovative 2-step floating catchment area technique that accounts for the supply of treatment facilities relative to the population size, proximity of facilities relative to the location of population in block groups, and time as a barrier within catchments. Block groups were stratified into tertiles based on the rural-urban continuum codes (metropolitan, micropolitan, small town, or rural) and area deprivation index (least-deprived, middle-deprived, most-deprived). The Integrated Nested Laplace Approximation approach was used for statistical analysis. RESULTS Across the United States, 3329 block groups corresponding to 2 915 949 adults lacked access to OTPs within a 2-hour drive of their community and 130 block groups corresponding to 86 605 adults did not have access to OBBTs. Disparities in access to treatment were observed across the urban-rural and area deprivation continua including (1) lowest mean access score to OBBTs were found among most-deprived small towns, and (2) lower mean access score to OTPs were found among micropolitan and small towns. CONCLUSIONS The results of this study revealed disparities in access to medication-assisted treatment. The findings call for creative initiatives and local and regional policies to develop to mitigate access problems.
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Affiliation(s)
- Solmaz Amiri
- Department of Nutrition and Exercise Physiology, Elson S. Floyd College of Medicine, Washington State University, Spokane, WA, USA.
| | - Michael G McDonell
- Behavioral Health Innovations, Elson S Floyd College of Medicine, Washington State University, Spokane, WA, USA
| | - Justin T Denney
- Department of Sociology, Washington State University, Pullman, WA, USA
| | - Dedra Buchwald
- Institute for Research and Education to Advance Community Health, Elson S. Floyd College of Medicine, Washington State University, Spokane, WA, USA
| | - Ofer Amram
- Department of Nutrition and Exercise Physiology, Elson S. Floyd College of Medicine, Washington State University, Spokane, WA, USA; Paul G. Allen School for Global Animal Health, Washington State University, Pullman, WA, USA
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