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Choi S, Hussain S, Wang Y, D’Aunno T, Mijanovich T, Neighbors CJ. Telehealth Disparities in Outpatient Substance Use Disorder (SUD) Treatment among Medicaid Beneficiaries during COVID-19. Subst Use Misuse 2025; 60:1007-1015. [PMID: 40089385 PMCID: PMC11999779 DOI: 10.1080/10826084.2025.2478603] [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: 03/17/2025]
Abstract
BACKGROUND We investigated racial and ethnic disparities in telehealth counseling among Medicaid-insured patients in outpatient substance use disorder (SUD) treatment clinics and assessed whether the clinic-level proportion of Medicaid-insured patients moderated these disparities. METHODS Using New York State (NYS) Medicaid and statewide treatment registry data, we analyzed 24,814 admission episodes across 399 outpatient SUD clinics during the first 6 months of COVID-19 (April-September 2020). Our outcome measure was the number of tele-counseling sessions within the first 90 days of treatment. Key independent variables included beneficiary race/ethnicity and the clinic-level proportion of Medicaid-insured patients, divided into four quartiles: lowest, second, third, and highest. Mixed effects negative binomial models assessed the associations between race/ethnicity, Medicaid proportions, and telehealth use, with interaction terms evaluating the moderating role of Medicaid proportions. RESULTS Black and Latinx patients received fewer telehealth sessions than non-Latinx White patients, with adjusted incidence rate ratios (aIRRs) of 0.86 (95% CI: 0.82, 0.91) for Black patients and 0.93 (95% CI: 0.88, 0.98) for Latinx patients. Black patients at clinics with the highest Medicaid proportions had higher telehealth usage rates compared to those at clinics with the lowest Medicaid proportions (aIRR, 1.20; 95% CI, 1.03-1.41). Patients in clinics with the highest Medicaid proportions were more likely to use individual telehealth counseling (aIRR, 1.02-1.88; 95% CI, 1.01-3.04). CONCLUSIONS Significant racial disparities in telehealth use exist, with variations persisting across clinics with different Medicaid proportions. Targeted interventions are needed to address these access gaps.
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Affiliation(s)
- Sugy Choi
- Department of Population Health, New York University Grossman School of Medicine
| | - Shazia Hussain
- New York State Office of Addiction Services and Supports (OASAS)
| | - Yichuan Wang
- New York State Office of Addiction Services and Supports (OASAS)
| | | | - Tod Mijanovich
- New York University Steinhardt School of Culture, Education, and Human Development
| | - Charles J. Neighbors
- Department of Population Health, New York University Grossman School of Medicine
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Scarpa S, Jemberie WB, Högberg B, Lundgren L. Educational attainment and deaths of despair among individuals assessed for substance use severity: Findings from Swedish Addiction Severity Index (ASI) data. NORDIC STUDIES ON ALCOHOL AND DRUGS 2025:14550725251326757. [PMID: 40094100 PMCID: PMC11907572 DOI: 10.1177/14550725251326757] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2024] [Accepted: 02/25/2025] [Indexed: 03/19/2025] Open
Abstract
Aims: This study examined the association between educational attainment and the risk of deaths of despair among individuals assessed for substance use severity at municipal social services in Sweden. It aimed to determine whether the protective association between education and despair-related mortality risk, commonly observed in broader population studies, also applies to this high-risk, treatment-seeking population. Methods: We linked data from municipal Addiction Severity Index (ASI) assessments to various population registers. The study population included adults aged 25 years or older who were assessed for substance use severity between 1999 and 2019. Fine-Gray competing risk regression models were employed to examine the association between educational attainment and despair-related mortality, both overall and by subtype (alcohol-related, drug use-related, suicide). Results: Tertiary education was unexpectedly associated with increased risks of overall despair-related mortality, alcohol-related and drug use-related mortality, after controlling for demographic characteristics, ASI composite scores and substance use onset age. No significant associations were found between education and suicide. Conclusions: The counterintuitive finding that tertiary education is linked to a greater risk of despair-related mortality among social service users may be attributed to differences between the treatment-seeking population and the general population. Highly educated individuals who seek treatment from municipal social services might have severe substance use and complex psychosocial problems and/or contact social services after exhausting other treatment options. Further research is necessary to understand how educational and socioeconomic factors influence treatment pathways for individuals with severe substance use problems in Sweden and how these different pathways impact health-related outcomes.
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Affiliation(s)
- Simone Scarpa
- Department of Social Work, Umeå University, Umeå, Sweden
| | - Wossenseged Birhane Jemberie
- Department of Social Work, Umeå University, Umeå, Sweden
- Centre for Demography and Aging Research (CEDAR), Umeå University, Umeå, Sweden
| | - Björn Högberg
- Department of Social Work, Umeå University, Umeå, Sweden
- Centre for Demography and Aging Research (CEDAR), Umeå University, Umeå, Sweden
| | - Lena Lundgren
- Department of Social Work, Umeå University, Umeå, Sweden
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Feng J, Huang Y, Wang Y, Lundin SK, Hu X, Abdelhameed A, Yan Y, Yang L, Tao C. Racial Inequality in Receipt of Medications for Opioid Use Disorder in Nationwide Outpatient Settings-A Cross-sectional Study. J Gen Intern Med 2025:10.1007/s11606-025-09433-6. [PMID: 40000518 DOI: 10.1007/s11606-025-09433-6] [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: 07/23/2024] [Accepted: 02/07/2025] [Indexed: 02/27/2025]
Abstract
BACKGROUND The surge in drug overdose fatalities in the USA, particularly from synthetic opioids, highlights the need for effective interventions. Medication for opioid use disorder (MOUD) shows promise in treatment, but disparities in access persist. OBJECTIVE This study was designed to investigate disparities in MOUD receipt in the outpatient settings for patients diagnosed with opioid use disorder (OUD). DESIGN Observational cohort study. PARTICIPANTS The nationwide electronic medical record (EMR) from the IQVIA Ambulatory EMR-US database was utilized, comprising 32,929 patients diagnosed with OUD between January 2014 and September 2022. The analysis focused on Black and White populations, the majority of whom have commercial insurance. MAIN MEASURES Access to FDA-approved medications for OUD treatment within 180 days after index OUD diagnosis across the USA were measured by medication receipt rate, average days of medication supply, and retention rate. KEY RESULT Notable racial disparities were identified in MOUD receipt, with Black population having significantly lower rates than White. State-level disparities were also evident, with 25 out of 41 states showing lower MOUD receipt rates among Black than in White population. Quarterly trends in receipt rates showed lower rates among Black population in most years. Additionally, the average days of supply for MOUD prescriptions were lower for Black population across most states. CONCLUSIONS Significant racial and state-level disparities exist in MOUD receipt among patients in outpatient settings. The study underscores the need for targeted interventions to address these inequities in MOUD access.
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Affiliation(s)
- Jingna Feng
- Department of Artificial Intelligence and Informatics, Mayo Clinic, Jacksonville, FL, USA
- McWilliams School of Biomedical Informatics, The University of Texas Health Science Center at Houston, Houston, TX, USA
- Center for Biomedical Semantics and Data Intelligence (BSDI), University of Texas Health Science Center at Houston, Houston, TX, USA
| | - Yuting Huang
- Division of Gastroenterology & Hepatology, Mayo Clinic, Jacksonville, FL, USA
| | - Yichen Wang
- Division of Gastroenterology & Hepatology, Mayo Clinic, Jacksonville, FL, USA
- Division of Hospital Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Sori K Lundin
- Center for Biomedical Semantics and Data Intelligence (BSDI), University of Texas Health Science Center at Houston, Houston, TX, USA
- Department of Biostatistics and Data Science, School of Public Health, The University of Texas Health Science Center at Houston, Houston, TX, USA
| | - Xinyue Hu
- Department of Artificial Intelligence and Informatics, Mayo Clinic, Jacksonville, FL, USA
- McWilliams School of Biomedical Informatics, The University of Texas Health Science Center at Houston, Houston, TX, USA
- Center for Biomedical Semantics and Data Intelligence (BSDI), University of Texas Health Science Center at Houston, Houston, TX, USA
| | - Ahmed Abdelhameed
- Department of Artificial Intelligence and Informatics, Mayo Clinic, Jacksonville, FL, USA
- McWilliams School of Biomedical Informatics, The University of Texas Health Science Center at Houston, Houston, TX, USA
- Center for Biomedical Semantics and Data Intelligence (BSDI), University of Texas Health Science Center at Houston, Houston, TX, USA
| | - Yan Yan
- Division of Gastroenterology & Hepatology, Mayo Clinic, Jacksonville, FL, USA
| | - Liu Yang
- Department of Transplantation, Mayo Clinic, Jacksonville, FL, USA.
| | - Cui Tao
- Department of Artificial Intelligence and Informatics, Mayo Clinic, Jacksonville, FL, USA.
- McWilliams School of Biomedical Informatics, The University of Texas Health Science Center at Houston, Houston, TX, USA.
- Center for Biomedical Semantics and Data Intelligence (BSDI), University of Texas Health Science Center at Houston, Houston, TX, USA.
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Zhang W, Wu H. The Relationship of Socioeconomic Factors and Substance Abuse Treatment Dropout. Healthcare (Basel) 2025; 13:369. [PMID: 39997244 PMCID: PMC11855641 DOI: 10.3390/healthcare13040369] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2025] [Revised: 02/04/2025] [Accepted: 02/06/2025] [Indexed: 02/26/2025] Open
Abstract
Background: Treatment dropout in substance use disorder (SUD) programs poses a significant challenge to achieving successful outcomes and leads to legal and financial issues. Socioeconomic factors have been identified as key contributors to treatment attrition; yet, the specific impact of patients' socioeconomic conditions remains underexplored. The purpose of this study is to examine the relationship between socioeconomic factors and SUD treatment dropout. Methods: We conducted a retrospective analysis of socioeconomic factors associated with treatment dropout among individuals with alcohol, marijuana, and heroin substance abuse. Logistic regression was used to examine the association between patients' socioeconomic factors and treatment dropout. Adjusted odds ratios were calculated to quantify the strength of these associations. Results: Our findings demonstrate that demographic factors and financial status, including age (12-19 years), Black or African American race, and reliance on public assistance, correlate with an increased likelihood of treatment dropout. Black or African American patients receiving public assistance exhibit elevated dropout rates in ambulatory services, while patients of other single races without private insurance show higher dropout rates in detox services. Individuals aged 18-49 who are not part of the labor force have increased dropout rates in rehab services. Interestingly, patients in dependent living situations, who pay for services through private insurance or receive them at no charge, experience lower dropout rates as the number of arrests increases. Conversely, independently living patients with prior SUD treatments have higher dropout rates compared to those undergoing treatment for the first time. Conclusions: This study underscores the critical importance of addressing financial barriers to treatment access and retention in order to improve outcomes for individuals with substance use disorders (SUDs). Targeted interventions that support economically disadvantaged populations are essential for reducing treatment dropout rates and enhancing the effectiveness of SUD treatment programs.
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Affiliation(s)
- Wenyu Zhang
- Independent Researcher, Jersey City, NJ 07302, USA;
| | - Hui Wu
- Independent Researcher, Bayonne, NJ 07002, USA
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5
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Magane KM, Saitz R, Fielman S, LaRochelle MR, Shanahan CW, Pace CA, LaValley M, Penington K, Karzhevsky S, Hurstak E. Supporting primary care clinicians in caring for patients with alcohol use disorder: study protocol for Records for Alcohol Care Enhancement (RACE), a factorial four-arm randomized trial. Addict Sci Clin Pract 2025; 20:9. [PMID: 39910606 PMCID: PMC11800519 DOI: 10.1186/s13722-024-00526-x] [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: 04/25/2024] [Accepted: 12/02/2024] [Indexed: 02/07/2025] Open
Abstract
BACKGROUND Unhealthy alcohol use, a spectrum of use inclusive of risky consumption and alcohol use disorder (AUD), is a leading cause of preventable death in the United States. Most people with unhealthy alcohol use do not receive evidence-based treatment. This four-arm factorial design randomized trial will assess whether population health management (PHM) and clinical care management (CCM) support for primary care providers (PCPs) are associated with improved AUD treatment engagement among their patients, beyond electronic health record (EHR) prompting and decision support alone. METHODS PCPs from an urban safety-net hospital-based primary care clinic are randomized to one of four groups (1) EHR best practice advisory (BPA) and clinical decision support tools for unhealthy alcohol use (BPA), (2) BPA plus population health manager support, (3) BPA plus clinical care manager support, and (4) all three. All PCPs will have access to the EHR BPA and decision support tools which provide chart-based advisories and order set navigation. PCPs assigned to receive PHM support will receive quarterly panel-level feedback on AUD treatment metrics for their patients. PCPs assigned to receive CCM support will receive CCM facilitation of AUD treatment processes including medication counseling, referrals, and support through direct patient interactions. The primary outcome will be the percent of patients engaged in AUD treatment among those with a new AUD diagnosis on a PCP's panel. Secondary outcomes include the percent of patients with a new diagnosis of AUD who (1) initiated AUD treatment, (2) were prescribed AUD medications within 90 days, and (3) numerical counts of a range of AUD health services (outpatient encounters, specialty AUD care encounters, referrals, and acute healthcare utilization) in this sample. We will assess the primary outcome and the acute healthcare utilization secondary outcomes using Medicaid claims; the remaining secondary outcomes will be assessed using EHR data. DISCUSSION The study will evaluate how a targeted EHR innovation alone, compared with population health and care management enhancements alone or in combination, impact engagement in AUD treatment, a national quality of care measure. Findings will advance understanding of supports needed to improve systems of care for AUD in general settings. TRIAL REGISTRATION ClinicalTrials.gov identifier/registration number (NCT number): NCT05492942.
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Affiliation(s)
- Kara M Magane
- Department of Community Health Sciences, Boston University School of Public Health, 801 Massachusetts Ave, Boston, MA, 02118, USA
| | - Richard Saitz
- Department of Community Health Sciences, Boston University School of Public Health, 801 Massachusetts Ave, Boston, MA, 02118, USA
- Section of General Internal Medicine, Department of Medicine, Boston University Chobanian & Avedisian School of Medicine and Boston Medical Center, 801 Massachusetts Avenue, Crosstown 2, Boston, MA, 02118, USA
| | - Sarah Fielman
- Department of Community Health Sciences, Boston University School of Public Health, 801 Massachusetts Ave, Boston, MA, 02118, USA
| | - Marc R LaRochelle
- Section of General Internal Medicine, Department of Medicine, Boston University Chobanian & Avedisian School of Medicine and Boston Medical Center, 801 Massachusetts Avenue, Crosstown 2, Boston, MA, 02118, USA
- Clinical Addiction Research and Education Unit, Boston University School of Medicine and Boston Medical Center, 801 Massachusetts Ave, Boston, MA, 02118, USA
| | - Christopher W Shanahan
- Section of General Internal Medicine, Department of Medicine, Boston University Chobanian & Avedisian School of Medicine and Boston Medical Center, 801 Massachusetts Avenue, Crosstown 2, Boston, MA, 02118, USA
- Clinical Addiction Research and Education Unit, Boston University School of Medicine and Boston Medical Center, 801 Massachusetts Ave, Boston, MA, 02118, USA
| | - Christine A Pace
- Section of General Internal Medicine, Department of Medicine, Boston University Chobanian & Avedisian School of Medicine and Boston Medical Center, 801 Massachusetts Avenue, Crosstown 2, Boston, MA, 02118, USA
| | - Michael LaValley
- Department of Biostatistics, Boston University School of Public Health, 801 Massachusetts Ave, Boston, MA, 02118, USA
| | - Kaley Penington
- Talent Groups, 800 Town & Country Blvd, Suite 500, Houston, TX, 77024, USA
| | - Skylar Karzhevsky
- Department of Health Law, Policy & Management, Boston University School of Public Health, 715 Albany St, Boston, MA, 02118, USA
| | - Emily Hurstak
- Section of General Internal Medicine, Department of Medicine, Boston University Chobanian & Avedisian School of Medicine and Boston Medical Center, 801 Massachusetts Avenue, Crosstown 2, Boston, MA, 02118, USA.
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6
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Golan O, Kresovich A, Drymon C, Ducharme L, Flanagan Balawajder E, Borowiecki M, Lamuda P, Taylor B, Pollack H, Schneider J. Public perceptions of opioid misuse recovery and related resources in a nationally representative sample of United States adults. Addiction 2025; 120:253-265. [PMID: 39428591 PMCID: PMC11710964 DOI: 10.1111/add.16692] [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: 04/18/2024] [Accepted: 09/19/2024] [Indexed: 10/22/2024]
Abstract
AIMS To understand how the US public defines recovery from opioid misuse and the recovery-related resources it views as most helpful, and to compare differences by opioid misuse history and demographic characteristics. DESIGN Observational study of data from the nationally representative AmeriSpeak® Panel survey administered in October/November 2021. SETTING United States. PARTICIPANTS 6515 adults (≥ 18 years). MEASUREMENTS Respondents ranked 10 definitions of recovery (religious in nature; spiritual in nature; physical/mental in nature; contributing to society; enhanced quality of life; seeking professional help; having a sense of purpose; moderate/controlled substance use; no drug use; abstaining from all substance use) and 9 resources that might contribute to recovery (primary care physician; intensive inpatient program; residential rehabilitation program; self-help group; therapist/psychologist/social worker; prescribed medication; talking to family/friends; spiritual/natural healer; faith-based organization). We explored differences in rankings by opioid misuse history (personal vs. family/friend vs. no history) and demographic characteristics (race, sex, age) using multivariable ordinal logistic regression. FINDINGS Seeking professional help was the most endorsed recovery definition overall [mean (M) = 6.97, standard error (SE) = 0.03]. Those with personal opioid misuse history ranked enhanced quality of life (B = 0.16, P = 0.049) and having a sense of purpose (B = 0.16, P = 0.029) significantly higher, and ranked abstaining from substance use (B = -0.20, P = 0.009) significantly lower as recovery definitions than those without a history of opioid misuse. Compared with White respondents, Black (B = 0.60, P < 0.001) and Hispanic (B = 0.55, P < 0.001) respondents defined recovery as more religious in nature. Residential rehabilitation program was identified as the most helpful resource for recovery (M = 7.16, SE = 0.02), while prescribed medication received a relatively low ranking overall (M = 4.05, SE = 0.03). Those with family/friend opioid misuse history ranked prescribed medication as less helpful than others (B = -0.14, P = 0.003). CONCLUSIONS The general US public's views around recovery from opioid misuse appear to focus on abstinence and formal treatment receipt, while people with a history of opioid misuse place less emphasis on abstinence and greater emphasis on other aspects of well-being.
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Affiliation(s)
- Olivia Golan
- Health Care Evaluation Department, NORC at the University of Chicago, Chicago, IL, USA
| | - Alex Kresovich
- Public Health Department, NORC at the University of Chicago, Chicago, IL, USA
| | - Christina Drymon
- Public Health Department, NORC at the University of Chicago, Chicago, IL, USA
| | - Lori Ducharme
- National Institute on Drug Abuse, National Institutes of Health, Bethesda, MD, USA
| | | | - Mateusz Borowiecki
- Public Health Department, NORC at the University of Chicago, Chicago, IL, USA
| | - Phoebe Lamuda
- Public Health Department, NORC at the University of Chicago, Chicago, IL, USA
| | - Bruce Taylor
- Public Health Department, NORC at the University of Chicago, Chicago, IL, USA
| | - Harold Pollack
- Urban Health Lab, University of Chicago, Chicago, IL, USA
- Crown Family School of Social Work, Policy and Practice, University of Chicago, Chicago, IL, USA
| | - John Schneider
- Department of Public Health Sciences, University of Chicago, Chicago, IL, USA
- Department of Medicine, University of Chicago, Chicago, IL, USA
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Dogan-Dixon J, Wheeler PB, Cunningham K, Stevens-Watkins D, Stoops WW. Systematic Review of Cocaine-Treatment Interventions for Black Americans. Clin Psychol Sci 2025; 13:83-103. [PMID: 40201074 PMCID: PMC11978402 DOI: 10.1177/21677026241242709] [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] [Indexed: 04/10/2025]
Abstract
Evidence-based drug treatment studies that have shaped best practice in the United States demonstrate racial differences in effectiveness, with Black participants reporting worse outcomes compared to White participants. There are disproportionate cocaine-related overdose deaths impacting Black Americans, with limited information about interventions that serve them best. Culturally tailored treatment approaches, which incorporate participants' salient identities and experiences, have shown effectiveness in meta-analyses. Thus, this qualitative systematic review used PRISMA guidelines to identify both culturally universal and culturally tailored treatment intervention studies that addressed cocaine outcomes among Black Americans. 402 articles met initial criteria, 330 were reviewed by independent coders, and k=30 treatment approaches are described in the paper. Results indicate 72% of culturally tailored interventions were effective at reducing cocaine use, compared to 47% of culturally universal interventions. Implications for provision and funding of effective cocaine treatment interventions for Black Americans are critical to researchers, practitioners, and policymakers alike.
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Affiliation(s)
- Jardin Dogan-Dixon
- Department of Educational, School and Counseling Psychology, University of Kentucky College of Education, 270 Dickey Hall, Lexington, KY 40506, U.S.A
| | - Paris B. Wheeler
- Department of Educational, School and Counseling Psychology, University of Kentucky College of Education, 270 Dickey Hall, Lexington, KY 40506, U.S.A
| | - Krystal Cunningham
- Department of Counseling, Developmental and Educational Psychology, Boston College, 1450 Commonwealth Avenue, Chestnut Hill, MA 02467, U.S.A
| | - Danelle Stevens-Watkins
- Department of Educational, School and Counseling Psychology, University of Kentucky College of Education, 270 Dickey Hall, Lexington, KY 40506, U.S.A
- Center on Drug and Alcohol Research, University of Kentucky College of Medicine, 845 Angliana Ave, Lexington, KY 40508, U.S.A
| | - William W. Stoops
- Department of Behavioral Science, University of Kentucky College of Medicine, 1100 Veterans Drive, Medical Behavioral Science Building, Lexington, KY 40536-0086, U.S.A
- Department of Psychiatry, University of Kentucky College of Medicine, 245 Fountain Court, Lexington, KY 40509-1810, U.S.A
- Department of Psychology, University of Kentucky College of Arts and Sciences, 171 Funkhouser Drive, Lexington, KY 40506-0044, U.S.A
- Center on Drug and Alcohol Research, University of Kentucky College of Medicine, 845 Angliana Ave, Lexington, KY 40508, U.S.A
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Anangwe KA, Espinoza LE, Espinoza LE, Berlanga Aguilar Z, Leal N, Rouse R. Outpatient substance abuse treatment completion rates for racial-ethnic minorities during the Great Recession. J Ethn Subst Abuse 2025; 24:224-244. [PMID: 37082896 DOI: 10.1080/15332640.2023.2201186] [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: 04/22/2023]
Abstract
There has been minimal research linking the effects on racial-ethnic minorities' health outcomes, particularly research focused on racial-ethnic minorities seeking outpatient substance abuse treatment in the United States. The Great Recession from December 2007 to June 2009 in the United States provides the backdrop against the completion of substance abuse treatments among racial-ethnic minorities that may be associated with the impacts on users' social realities. We utilized data from the 2006-2011 Treatment Episode Datasets-Discharge (TEDS-D) dataset which collects data on outpatient substance abuse treatment institutions throughout the United States. The substance abuse treatment completion rates were higher prior to the Great Recession and lower following the Great Recession. Hispanics were more likely than non-Hispanic whites to complete substance abuse treatment, while other minority groups such as Non-Hispanic Blacks, were less likely to do so. Clients in the Northeast and West regions were more likely to successfully complete substance abuse treatment than those in the South. These findings have implications for impacting outpatient substance abuse treatment completion rates following the Great Recession to reduce racial-ethnic disparities which were impacted by region. Even amid an economic recession, treatment for substance abuse should continue to be a top concern.
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Affiliation(s)
| | | | | | | | - Noe Leal
- Texas Woman's University, Denton, TX, USA
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9
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Mi RZ, Yang EF, Tahk A, Tarfa A, Cotter LM, Lu L, Yang S, Gustafson DH, Westergaard R, Shah D. mHealth Engagement for Antiretroviral Medication Adherence Among People With HIV and Substance Use Disorders: Observational Study. J Med Internet Res 2024; 26:e57774. [PMID: 39705693 PMCID: PMC11699505 DOI: 10.2196/57774] [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: 02/26/2024] [Revised: 09/23/2024] [Accepted: 09/24/2024] [Indexed: 12/22/2024] Open
Abstract
BACKGROUND Despite the increasing popularity of mobile health (mHealth) technologies, little is known about which types of mHealth system engagement might affect the maintenance of antiretroviral therapy among people with HIV and substance use disorders. OBJECTIVE This study aimed to use longitudinal and detailed system logs and weekly survey data to test a mediation model, where mHealth engagement indicators were treated as predictors, substance use and confidence in HIV management were treated as joint mediators, and antiretroviral therapy adherence was treated as the outcome. We further distinguished the initiation and intensity of system engagement by mode (expression vs reception) and by communication levels (intraindividual vs dyadic vs network). METHODS Tailored for people with HIV living with substance use disorders, the mHealth app was distributed among 208 participants aged >18 years from 2 US health clinics. Supervised by medical professionals, participants received weekly surveys through the app to report their health status and medication adherence data. System use was passively collected through the app, operationalized as transformed click-level data, aggregated weekly, and connected to survey responses with a 7-day lagged window. Using the weekly check-in record provided by participants as the unit of analysis (N=681), linear regression and structure equation models with cluster-robust SEs were used for analyses, controlling within-person autocorrelation and group-level error correlations. Racial groups were examined as moderators in the structure equation models. RESULTS We found that (1) intensity, not initiation, of system use; (2) dyadic message expression and reception; and (3) network expression positively predicted medication adherence through joint mediators (substance use and confidence in HIV management). However, intraindividual reception (ie, rereading saved entries for personal motivation) negatively predicts medication adherence through joint mediators. We also found Black participants have distinct usage patterns, suggesting the need to tailor mHealth interventions for this subgroup. CONCLUSIONS These findings highlight the importance of considering the intensity of system engagement, rather than initiation alone, when designing mHealth interventions for people with HIV and tailoring these systems to Black communities.
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Affiliation(s)
- Ranran Z Mi
- Department of Communication, Media and Journalism, Kean University, Union, NJ, United States
| | - Ellie Fan Yang
- School of Communication, Illinois State University, Normal, IL, United States
| | - Alexander Tahk
- Department of Political Science, University of Wisconsin-Madison, Madison, WI, United States
| | - Adati Tarfa
- Yale School of Medicine, New Haven, CT, United States
| | - Lynne M Cotter
- School of Journalism and Mass Communication, University of Wisconsin-Madison, Madison, WI, United States
| | - Linqi Lu
- School of Journalism and Mass Communication, University of Wisconsin-Madison, Madison, WI, United States
| | - Sijia Yang
- School of Journalism and Mass Communication, University of Wisconsin-Madison, Madison, WI, United States
| | - David H Gustafson
- Industrial Engineering and Preventive Medicine, University of Wisconsin-Madison, Madison, WI, United States
| | - Ryan Westergaard
- Department of Medicine, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI, United States
| | - Dhavan Shah
- School of Journalism and Mass Communication, University of Wisconsin-Madison, Madison, WI, United States
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10
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Moore SK, Boggis JS, Gauthier PR, Lambert-Harris CA, Hichborn EG, Bell KD, Saunders EC, Montgomery L, Murphy EI, Turner AM, Agosti N, McLeman BM, Marsch LA. Technology-Based Interventions for Substance Use Treatment Among People Who Identify as African American or Black, Hispanic or Latino, and American Indian or Alaska Native: Scoping Review. J Med Internet Res 2024; 26:e53685. [PMID: 39626234 PMCID: PMC11653051 DOI: 10.2196/53685] [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: 10/18/2023] [Revised: 04/21/2024] [Accepted: 10/11/2024] [Indexed: 12/29/2024] Open
Abstract
BACKGROUND In the United States, racial and ethnic disparities in substance use treatment outcomes are persistent, especially among underrepresented minority (URM) populations. Technology-based interventions (TBIs) for substance use treatment show promise in reducing barriers to evidence-based treatment, yet no studies have described how TBIs may impact racial or ethnic health equity. OBJECTIVE This study explored whether TBIs in substance use treatment research promote health equity among people who identify as African American or Black, Hispanic or Latino, and American Indian or Alaska Native through their inclusion in research. We explored whether research that includes the aforementioned groups consciously considers race and/or ethnicity beyond including these populations as participants. METHODS We conducted a scoping review of 5 electronic databases to identify TBIs in substance use treatment studies published in English between January 2000 and March 2021. Studies were included if ≥50% of participants identified as African American or Black, Hispanic or Latino, or American Indian or Alaska Native when combined. Included studies were evaluated for conscious consideration of race and ethnicity in at least one manuscript section. Finally, we conducted a critical appraisal of each study's potential to facilitate insights into the impact of a TBI for members of specific URM groups. RESULTS Of 6897 titles and abstracts screened and 1158 full-text articles assessed for eligibility, nearly half (532/1158, 45.9%) of the full-text articles were excluded due to the absence of data on race, ethnicity, or not meeting the aforementioned demographic eligibility criteria. Overall, 110 studies met the inclusion criteria. Study designs included 39.1% (43/110) randomized trials, and 35.5% (39/110) feasibility studies. In total, 47.3% (52/110) of studies used computer-based interventions, including electronic screening, brief interventions, and referrals to treatment, whereas 33.6% (37/110) used interactive voice response, ecological momentary assessment or interventions, or SMS text messaging via mobile phones. Studies focused on the following substances: alcohol or drugs (45/110, 40.9%), alcohol alone (26/110, 23.6%), opioids (8/110, 7.3%), cannabis (6/110, 5.5%), cocaine (4/110, 3.6%), and methamphetamines (3/110, 2.7%). Of the studies that consciously considered race or ethnicity (29/110, 26.4%), 6.4% (7/110) explicitly considered race or ethnicity in all manuscript sections. Overall, 28.2% (31/110) of the studies were critically appraised as having a high confidence in the interpretability of the findings for specific URM groups. CONCLUSIONS While the prevalence of TBIs in substance use treatment has increased recently, studies that include and consciously consider URM groups are rare, especially for American Indian or Alaska Native and Hispanic or Latino groups. This review highlights the limited research on TBIs in substance use treatment that promotes racial and ethnic health equity and provides context, insights, and direction for researchers working to develop and evaluate digital technology substance use interventions while promoting health equity.
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Affiliation(s)
- Sarah K Moore
- Center for Technology and Behavioral Health, Geisel School of Medicine, Dartmouth College, Lebanon, NH, United States
| | - Jesse S Boggis
- Center for Technology and Behavioral Health, Geisel School of Medicine, Dartmouth College, Lebanon, NH, United States
- The Dartmouth Institute for Health Policy and Clinical Practice, Geisel School of Medicine, Dartmouth College, Lebanon, NH, United States
| | - Phoebe R Gauthier
- Center for Technology and Behavioral Health, Geisel School of Medicine, Dartmouth College, Lebanon, NH, United States
| | - Chantal A Lambert-Harris
- Center for Technology and Behavioral Health, Geisel School of Medicine, Dartmouth College, Lebanon, NH, United States
| | - Emily G Hichborn
- Center for Technology and Behavioral Health, Geisel School of Medicine, Dartmouth College, Lebanon, NH, United States
| | - Kathleen D Bell
- Center for Technology and Behavioral Health, Geisel School of Medicine, Dartmouth College, Lebanon, NH, United States
| | - Elizabeth C Saunders
- Center for Technology and Behavioral Health, Geisel School of Medicine, Dartmouth College, Lebanon, NH, United States
| | - LaTrice Montgomery
- College of Medicine, University of Cincinnati, Cincinatti, OH, United States
| | - Eilis I Murphy
- Center for Technology and Behavioral Health, Geisel School of Medicine, Dartmouth College, Lebanon, NH, United States
| | - Avery M Turner
- Center for Technology and Behavioral Health, Geisel School of Medicine, Dartmouth College, Lebanon, NH, United States
| | - Nico Agosti
- Center for Technology and Behavioral Health, Geisel School of Medicine, Dartmouth College, Lebanon, NH, United States
| | - Bethany M McLeman
- Center for Technology and Behavioral Health, Geisel School of Medicine, Dartmouth College, Lebanon, NH, United States
| | - Lisa A Marsch
- Center for Technology and Behavioral Health, Geisel School of Medicine, Dartmouth College, Lebanon, NH, United States
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Laurito A, Cantor J. The ACA Medicaid expansions and the supply of substance use disorder treatment services in Spanish. Drug Alcohol Depend 2024; 265:112468. [PMID: 39515239 DOI: 10.1016/j.drugalcdep.2024.112468] [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] [Received: 05/13/2024] [Revised: 10/08/2024] [Accepted: 10/10/2024] [Indexed: 11/16/2024]
Abstract
BACKGROUND Given persistent disparities in substance use disorder (SUD) treatment for Spanish speakers, it is important to understand whether major health policy changes may improve access to linguistically competent services. We estimate changes in the supply of SUD treatment facilities that both accept Medicaid as payment and offer services in Spanish after the Medicaid expansions under the Affordable Care Act. METHODS We use data from the Mental Health and Addiction Treatment Tracking Repository for years 2010-2020 to calculate the number of facilities per 100 that offered both services in Spanish and accepted Medicaid as payment, facilities per 100 that accepted Medicaid as a form of payment overall, and facilities per 100 that offered Spanish language services overall. We use a difference-in-differences strategy exploiting variation in the timing of the Medicaid expansions across states, and county-level variation in the share of Spanish speaking Latinos across and within states. RESULTS We find that treatment facilities that both accepted Medicaid as a form of payment and offered Spanish language services increased by roughly 2-3 per 100, on average, in counties with the highest shares of Spanish speakers compared to counties with low to medium shares. This increase may be explained by more facilities accepting Medicaid as a form of payment. CONCLUSION The Medicaid expansions under the ACA produced a modest increase in the supply of SUD treatment facilities that both accepted Medicaid as payment and provided services in Spanish in areas with highest shares of Spanish speakers.
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Affiliation(s)
- Agustina Laurito
- Department of Public Policy, Management, and Analytics University of Illinois Chicago, USA.
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12
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Archibald ME, Behrman P, Yakoby J. Racial-ethnic disparities across substance use disorder treatment settings: Sources of treatment insurance, socioeconomic correlates and clinical features. J Ethn Subst Abuse 2024; 23:616-640. [PMID: 36208872 DOI: 10.1080/15332640.2022.2129537] [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: 10/10/2022]
Abstract
Aim: Contrary to expectations, studies of racial-ethnic disparities in substance use disorder (SUD) treatment frequently uncover minority-majority parity in access and utilization of services. What accounts for the anomaly? To answer the question, this study explores racial-ethnic differences in the odds of utilization of SUD treatment in varied settings (e.g., the criminal justice system, private doctor's office, etc.), adjusting for sources of treatment insurance, socioeconomic correlates of treatment (e.g., employment, income, education), as well as clients' clinical features (e.g., type of substance abuse/dependence, co-morbidities, health status). Methods: Data were compiled from the National Survey of Drug Use and Health (NSDUH) dataset, 2002-2014. The sample consisted of respondents with a past year diagnosis of a substance use disorder, who also reported having received treatment (n = 6,207). Data were pooled to maximize subgroup analyses. Weight- and design- adjusted logistic regressions were use to analyze factors predicting SUD treatment source. Results: Blacks were more likely than Whites to receive treatment through the criminal justice system and Whites more likely than Blacks and Latinx to receive treatment at a doctor's office. Blacks were also more likely than Whites to receive treatment through inpatient/outpatient rehabilitation, before adjustments but not afterwards. Discussion: In this study we show that even after adjusting for mechanisms expected to shape pathways from race-ethnicity to SUD treatment sites, significant racial-ethnic disparities persist. This fills an important gap in the literature in that disparities research has not explicitly modeled racial-ethnic variation across the full range of SUD treatment sites.
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13
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Borton D, Streisel S, Stenger M, Fraser K, Sutton M, Wang YC. Disparities in substance use treatment retention: An exploration of reasons for discharge from publicly funded treatment. J Ethn Subst Abuse 2024; 23:857-875. [PMID: 36373804 DOI: 10.1080/15332640.2022.2143977] [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: 11/16/2022]
Abstract
Although Delaware is the seventh smallest state in the country (including Washington, D.C.) in terms of population size, it has the second highest drug overdose death rate. The Delaware Division of Substance Abuse and Mental Health has increased attention in identifying disparities in treatment outcomes. We explored reasons for discharge from publicly-funded treatment in Delaware with special attention to populations at risk for health inequities, with a focus on covariates of treatment non-completion. Using secondary data collected from publicly-funded treatment providers, we analyzed data from individuals that were admitted to substance use treatment between 2015 and 2019 and had been discharged in 2019. We did this by using logistic and multinomial regression, focusing on non-completion treatment outcomes such as failure to meet requirements, loss of contact, and treatment refusal. Clients who were Black or African American, compared to white clients, were more likely to be lost contact with, administratively discharged, or marked as failing to meet treatment requirements than having a completed treatment discharge. Women were 30% less likely than men to have "failed to meet treatment requirements" compared to completing treatment. Further investigation is needed into these patterns. While treatment quality cannot be assessed using this data, the results point to a need for closer study of disparities in treatment related to race, ethnicity, gender, employment, criminal justice involvement, and type of drug used. Treatment providers should be made aware of culturally informed care, as well as client-created goals, in order to reduce disparities in exit from treatment.
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Affiliation(s)
- David Borton
- Center for Drug and Health Studies, University of Delaware, Newark, Delaware
| | - Shannon Streisel
- Center for Drug and Health Studies, University of Delaware, Newark, Delaware
- Department of Sociology and Criminal Justice, University of Delaware, Newark, Delaware
| | - Madeline Stenger
- Center for Drug and Health Studies, University of Delaware, Newark, Delaware
- Department of Sociology and Criminal Justice, University of Delaware, Newark, Delaware
| | - Kris Fraser
- Department of Health and Social Services, Delaware Division of Substance Abuse and Mental Health, New Castle, Delaware
| | - Mark Sutton
- Department of Health and Social Services, Delaware Division of Substance Abuse and Mental Health, New Castle, Delaware
| | - Y Claire Wang
- Department of Health and Social Services, Delaware Division of Substance Abuse and Mental Health, New Castle, Delaware
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Pro G, Hayes C, Mancino M. Worsening trends in the frequency of methamphetamine and other stimulant use between treatment admission and discharge. Drug Alcohol Depend 2024; 262:111403. [PMID: 39084112 DOI: 10.1016/j.drugalcdep.2024.111403] [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] [Received: 05/20/2024] [Revised: 07/16/2024] [Accepted: 07/17/2024] [Indexed: 08/02/2024]
Abstract
BACKGROUND Treatment for methamphetamine and other stimulants can be effective but treatment attrition and continued use are very high. Abstinence is the conventional outcome used to evaluate treatment success, but defining treatment success in this way misses opportunities to promote improved health even when abstinence is not achieved. Reducing methamphetamine and stimulant use without abstinence is associated with many positive outcomes. However, little is known about drug use patterns during treatment or trends in use over time. METHODS We used the Treatment Episode Dataset-Discharges (TEDS-D) to identify treatment episodes that had a stimulant drug indicated as the primary substance of use (2017-2021; N=251,841; methamphetamine, cocaine, other amphetamines, or other stimulants). Our outcome was the change in the frequency of drug use between admission and discharge (decreased use with abstinence, decreased use without abstinence, increased use). We used multiple logistic regression to model a change in drug use frequency, predicted by year, stimulant type, and their interaction. RESULTS Nearly two-thirds of the sample (60 %) had methamphetamine indicated as the primary stimulant of use. There was a decrease in the predicted rate of abstinence over time and worsening trends were strongest among those using methamphetamine. Daily and periodic drug use at both admission and discharge (no change in use) became worse over time, particularly for those using methamphetamine. CONCLUSION Treatment outcomes worsened over time and declined fastest among those reporting methamphetamine. Abstinence was rare and most treatment clients did not change their drug use behavior. We recommend a renewed focus on evidence-based harm reduction while the nation's treatment systems continue grappling with the stimulant crises.
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Affiliation(s)
- George Pro
- Department of Health Behavior and Health Education, Fay W. Boozman College of Public Health, University of Arkansas for Medical Sciences, 4301 W. Markham, Little Rock, AR 72205, USA.
| | - Corey Hayes
- Department of Biomedical Informatics, College of Medicine, University of Arkansas for Medical Sciences, 4301 W. Markham, Little Rock, AR 72205, USA; Institute for Digital Health and Innovation, College of Medicine, University of Arkansas for Medical Sciences, 4301 W. Markham, Little Rock, AR 72205, USA; Center for Mental Healthcare and Outcomes Research, Central Arkansas Veterans Healthcare System, 2200 Fort Roots Drive, North Little Rock, AR 72114, USA.
| | - Michael Mancino
- Center for Addiction Research, Psychiatric Research Institute, College of Medicine, University of Arkansas for Medical Sciences, 4301 W. Markham, Little Rock, AR 72205, USA.
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Takemoto E, Bolton A, Goetz CT. Inequities in naloxone administration among fatal overdose decedents by race and ethnicity in Pennsylvania, 2019-21. Addiction 2024; 119:1400-1409. [PMID: 38808397 DOI: 10.1111/add.16478] [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: 09/19/2023] [Accepted: 02/18/2024] [Indexed: 05/30/2024]
Abstract
AIMS The aim of this study was to characterize the circumstances of drug overdose deaths and determine whether naloxone administration differed by overdose decedent race and ethnicity. DESIGN AND SETTING Analysis of data on unintentional and undetermined intent drug overdose deaths in Pennsylvania (2019-21) was collected from death certificates and the State Unintentional Drug Overdose Reporting System. Multivariable logistic regression models were adjusted for overdose death circumstances and the odds of naloxone administration were estimated by race/ethnicity and year. CASES The analytical sample included 3386 fatal overdose decedents in 2019, 3864 in 2020 and 3816 in 2021. MEASUREMENTS Evidence of naloxone administration (yes/no) was defined using scene evidence and toxicology reports from coroner and medical examiner records, while race/ethnicity (Hispanic, non-Hispanic Black, non-Hispanic White) was based on the death certificate. FINDINGS In the analytic sample, overdose death rates were the highest among Black people and increased over time (rate per 10 000 population, 2019: 4.3; 2020: 6.1; 2021: 6.5); rates were lowest among White people and remained constant over time (rate per 10 000 population, 2019: 2.6; 2020: 2.7; 2021: 2.6). Throughout all years, Black decedents had approximately 40-50% lower odds of naloxone administration compared with White decedents as referent [2019: odds ratio (OR) = 0.7, 95% confidence interval (CI) = 0.5-0.9; 2020: OR = 0.5, 95% CI = 0.4-0.7; 2021: OR = 0.6, 95% CI = 0.5-0.8], while Hispanic decedents had similar odds of naloxone administration to that of White decedents. CONCLUSION After controlling for overdose circumstances in drug overdose deaths in Pennsylvania, USA, from 2019 to 2021, Black people had lower odds of naloxone administration compared with White people, while there were no differences between Hispanic and White people.
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Affiliation(s)
- Erin Takemoto
- Office of Drug Surveillance and Misuse Prevention, Pennsylvania Department of Health, Harrisburg, PA, USA
- Bureau of Epidemiology, Pennsylvania Department of Health, Harrisburg, PA, USA
| | - Ashley Bolton
- Office of Drug Surveillance and Misuse Prevention, Pennsylvania Department of Health, Harrisburg, PA, USA
| | - Carrie Thomas Goetz
- Office of Drug Surveillance and Misuse Prevention, Pennsylvania Department of Health, Harrisburg, PA, USA
- Bureau of Epidemiology, Pennsylvania Department of Health, Harrisburg, PA, USA
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Mateo Pinones M, González-Santa Cruz A, Castillo-Carniglia A, Bond C, Payne J, McGee TR. Substance use treatment completion and criminal justice system contact in Chile: A retrospective, linked data cohort study. Addiction 2024; 119:1440-1452. [PMID: 38532650 DOI: 10.1111/add.16488] [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: 09/02/2023] [Accepted: 02/25/2024] [Indexed: 03/28/2024]
Abstract
BACKGROUND AND AIMS Substance use treatment (SUT) has shown to be effective in reducing self-reported offending; however, the association between SUT completion and criminal justice system (CJS) contact has been underexplored, especially in Latin America. This study aimed to estimate the association between SUT completion status and (1) any subsequent CJS contact and (2) CJS contact leading to imprisonment, at 1, 3 and 5 years post-discharge, in Chile. DESIGN Retrospective cohort study using multivariable survival analysis based on linked administrative data from 2010 to 2019. SETTING This study took place in Chile, where SUT is available at no cost through Chile's publicly funded health-care, and is provided in outpatient and inpatient modalities in public and private centres. PARTICIPANTS A total of 70 854 individuals received their first SUT from 2010 to 2019. They were mainly males (76.3%), and their main substance used at admission was cocaine paste (39.2%). MEASUREMENTS SUT completion status included completion, late dropout (≥ 3 months) and early dropout (< 3 months). Outcomes were (1) any CJS contact and (2) CJS contact leading to imprisonment after baseline treatment. We estimated the association between treatment completion and CJS contact through flexible parametric Royston-Parmar models while adjusting for several covariates. FINDINGS Those who completed SUT (27.2%) were less likely to have any CJS contact at 5 years post-SUT compared with those who dropped out late [with a gap of -9.5%, 95% confidence interval (CI) = -8.7, -10.3] and early (-11.2%, 95% CI = -10.1, -12.3). Also, those who completed SUT were less likely to have CJS contact leading to imprisonment at 5 years post-SUT compared with those who dropped out late (-2.6%, 95% CI = -2.2, -3.1) and early (-4.0%, 95% CI = -3.3, -4.6). These differences were also observed at 1 and 3 years post-SUT for each outcome. CONCLUSIONS In Chile, completion of substance use treatment appears to be associated with lower probabilities of both any criminal justice system contact and contact leading to imprisonment.
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Affiliation(s)
- Mariel Mateo Pinones
- School of Criminology and Criminal Justice, Griffith University, Brisbane, Australia
- Millennium Nucleus for the Evaluation and Analysis of Drug Policies (nDP), Santiago, Chile
| | - Andrés González-Santa Cruz
- Millennium Nucleus for the Evaluation and Analysis of Drug Policies (nDP), Santiago, Chile
- Facultad de Medicina y Ciencia, Universidad San Sebastián, Santiago, Chile
- School of Public Health, Universidad de Chile, Santiago, Chile
| | - Alvaro Castillo-Carniglia
- Millennium Nucleus for the Evaluation and Analysis of Drug Policies (nDP), Santiago, Chile
- Facultad de Medicina y Ciencia, Universidad San Sebastián, Santiago, Chile
| | - Christine Bond
- School of Criminology and Criminal Justice, Griffith University, Brisbane, Australia
| | - Jason Payne
- School of Criminology and Criminal Justice, Griffith University, Brisbane, Australia
| | - Tara Renae McGee
- School of Criminology and Criminal Justice, Griffith University, Brisbane, Australia
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Gilbert LR, Tawiah NA, Adepoju OE. Exploring racial and secondary substance use differences in route of administration of opioid drugs: Analysis of the 2015-2019 treatment admission data. JOURNAL OF SUBSTANCE USE AND ADDICTION TREATMENT 2024; 162:209365. [PMID: 38626850 DOI: 10.1016/j.josat.2024.209365] [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: 10/02/2023] [Revised: 03/08/2024] [Accepted: 04/07/2024] [Indexed: 05/13/2024]
Abstract
INTRODUCTION The opioid crisis continues to evolve with increasing opioid-related overdose deaths among under-represented minorities. A better understanding of substance use differences in the route of administration for people using heroin and other opioids can lead to targeted strategies and interventions. METHODS Using the 2015-2019 Treatment Episode Data Set - Admissions (TEDS-A), a multinomial logistic regression model examined the relationship between race/ethnicity and secondary substance use with route of administration in a subset of 591,078 admissions. RESULTS For individuals reporting heroin as their primary substance, minoritized clients were both more likely to smoke (NH Blacks RR: 2.28, 95 % CI 2.16-2.41; Hispanic RR: 1.80, 95 % CI: 1.74, 1.87; Other RR: 2.09, 95 % CI: 2.00, 2.20) or inhale heroin (Hispanic RR: 1.82, 95 % CI 1.78-1.85; Other RR: 1.30, 95 % CI 1.25, 1.34) compared to non-Hispanic (NH) Whites. NH Black clients were nearly seven and a half times more likely to report inhaling (RR: 7.45, 95 % CI 7.28, 7.62) heroin over injecting it. Clients were more likely to smoke heroin compared to injection if they reported secondary drug use of methamphetamines (RR: 2.28, 95 % CI 2.21, 2.35) and other opioids (RR: 1.21, 95 % CI 1.15, 1.28). For clients reporting other opioids as their primary substance, Hispanic (RR: 1.33, 95 % CI 1.19, 1.47) and other racial/ethnic minority clients (RR: 2.50, 95 % CI 2.23, 2.79) were more likely to smoke opioids vs take it orally compared to their NH White counterparts. Individuals who reported methamphetamine use as a secondary substance were significantly more than three times as likely to smoke (RR: 3.07, 95 % CI 2.74, 3.45) or inject (RR: 3.36, 95 % CI 3.17, 3.57) compared to orally ingesting opioids, while those who reported cocaine or crack cocaine use were more than twice as likely to inject (RR: 2.22, 95 % CI 2.09-2.36) opioids than taking them orally. CONCLUSION Findings demonstrate significant racial and ethnic differences in the route of administration. This work expands on the understanding of the complex nature of polysubstance use in the evolving opioid crisis and the secondary substance use of clients on routes of administration of opioids and heroin, highlighting the need for tailored interventions to address the treatment needs of under-represented minorities.
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Affiliation(s)
- Lauren R Gilbert
- University of Houston, United States of America; University of Wyoming.
| | - Nii A Tawiah
- University of Houston, United States of America; Delaware State University
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18
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Rice JK, Anderson-Carpenter KD, Ellis JD. Risk factors of substance use treatment gaps among a nationally representative sample of black American adults in relation to sexual minority status and health insurance coverage. BMC Psychol 2024; 12:271. [PMID: 38750576 PMCID: PMC11094979 DOI: 10.1186/s40359-023-01352-7] [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: 05/18/2024] Open
Abstract
BACKGROUND Little research has investigated predictors of specialty substance use treatment gaps among Black adults. This study examined differential odds of experiencing self-reported, past-year treatment gaps among Black adults with respect to sexual minority status and health insurance coverage, accounting for social cofactors. METHOD This cross-sectional study comprised 36,098 Black Americans aged 18 and older who completed the 2015-2019 National Survey on Drug Use and Health (NSDUH) and provided responses for all selected survey items. Design-based multivariable logistic regression models were used to examine predictors of drug and alcohol treatment gaps. RESULTS Sexual minority Black adults reported greater odds of experiencing treatment gaps to specialty treatment (i.e., inpatient hospital, inpatient/outpatient rehabilitation facility, or mental health center) compared to Black heterosexuals in adjusted models (Gay or lesbian: AOR = 2.01, 95% CI = 1.39-2.89; Bisexual: AOR = 2.35, 95% CI = 1.77-3.12), with bisexual Black women experiencing the greatest odds (AOR = 3.10, 95% CI = 2.33-4.14). Black adults with no health insurance were significantly more likely to report substance use treatment gaps relative to their peers with health insurance coverage (AOR = 50, 95% CI = 1.26-1.78). CONCLUSION The results suggest a critical need for more investigations into patterns of specialty substance use treatment gaps within Black populations and for developing sexual identity-affirming mechanisms for closing the disparity gap, particularly for Black sexual minorities and those who lack health insurance coverage.
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Affiliation(s)
- Josiah K Rice
- Department of Psychology, Michigan State University, 316 Physics Road, East Lansing, MI, 48824, USA
| | | | - Javon D Ellis
- Department of Psychology, Michigan State University, 316 Physics Road, East Lansing, MI, 48824, USA
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The ASAM/AAAP Clinical Practice Guideline on the Management of Stimulant Use Disorder. J Addict Med 2024; 18:1-56. [PMID: 38669101 PMCID: PMC11105801 DOI: 10.1097/adm.0000000000001299] [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] [Indexed: 04/28/2024]
Abstract
The American Society of Addiction Medicine/American Academy of Addiction Psychiatry (ASAM/AAAP) Clinical Practice Guideline on the Management of Stimulant Use Disorder provides guidance on evidence-based strategies for the treatment of stimulant use disorders (StUDs), stimulant intoxication, and stimulant withdrawal, as well as secondary and tertiary prevention of harms associated with stimulant use. The Clinical Guideline Committee (CGC) comprised experts from ASAM and AAAP representing a range of clinical settings and patient populations. The guideline was developed following modified GRADE methodology. The process included a systematic literature review as well as several targeted supplemental searches. The CGC utilized Evidence to Decision tables to review available evidence and rate the strength of each recommendation. The clinical practice guideline was revised based on external stakeholder review. Key takeaways included: Contingency management represents the current standard of care for treatment of StUDs; Pharmacotherapies may be utilized off-label to treat StUDs; Acute stimulant intoxication can result in life-threatening complications that should be addressed in an appropriate level of care; Secondary and tertiary prevention strategies should be used to reduce harms related to risky stimulant use.
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Tao X, Yip T, Fisher CB. Employment, coronavirus victimization distress, and substance use disorders among black and non-Hispanic White young adults during the COVID-19 pandemic. J Ethn Subst Abuse 2024; 23:320-339. [PMID: 35758224 DOI: 10.1080/15332640.2022.2091702] [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: 10/17/2022]
Abstract
Substance abuse among young adults increased during the COVID-19 pandemic. Although pre-pandemic data indicate non-Hispanic White adults had higher levels of substance use disorder (SUD), Black adults suffered more serious consequences. The COVID-19 pandemic has introduced new stressors that may contribute to SUD, especially among Black young adults, including employment as essential workers, which may be related to victimization distress associated with the coronavirus (i.e., coronavirus victimization distress). The current study administered an anonymous, cross-sectional, online survey to a national sample of 132 Black and 141 non-Hispanic White adults 18 - 25 years to assess the relationship between health, economic disparities, employment, coronavirus victimization distress, and substance use during the first wave of the pandemic. Controlling for COVID-19 health risks and income, structural equation models indicated that coronavirus victimization distress fully accounted for the positive association between employment and SUD risk, and this association was more pronounced among Black young adults. Findings underscore the urgency of considering disease-related victimization in SUD interventions involving employed young adults during infectious disease pandemics.
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Affiliation(s)
- Xiangyu Tao
- Department of Psychology, Fordham University, Bronx, NY, USA
| | - Tiffany Yip
- Department of Psychology, Fordham University, Bronx, NY, USA
| | - Celia B Fisher
- Department of Psychology, Fordham University, Bronx, NY, USA
- Center for Ethics Education, Fordham University, Bronx, NY, USA
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Congia P, Carta E. Spatial and Environmental Correlates of Prevalence of Treatment for Substance Use Disorders, Retention, and SUD Services Utilization in South Sardinia. Psychiatr Q 2024; 95:121-135. [PMID: 38153599 DOI: 10.1007/s11126-023-10065-4] [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: 12/10/2023] [Indexed: 12/29/2023]
Abstract
This study explored the economic, social, and spatial correlates of treatment prevalence, retention, and service utilization for substance use disorder (SUD) in South Sardinia. Data from 1,667 patients with an ICD-10 diagnosis of SUD were extracted from the medical records of individuals assisted by three public addiction services in 2019. We used a spatial autoregressive model, a parametric proportional hazard model, and Poisson regression to examine the associations of spatial factors and residents' socioeconomic status with the prevalence of treatment at the census block level, treatment retention, and SUD service utilization at the individual level. The prevalence was higher among residents of areas closer to competent treatment centers, with the worst building conservation status, a lower percentage of high school and university graduates, and a higher percentage of unemployed, divorced, separated, or widowed residents. Men who were older at the time of their first treatment access; primary users of cocaine, cannabis, and alcohol; had higher education level; and who lived far from competent treatment centers and closer to drug trafficking centers interrupted their treatment earlier. Primary heroin users experienced more SUD treatment encounters. Living in economically and socially disadvantaged areas and near treatment facilities was associated with a higher prevalence, whereas living near drug-dealing centers and far from competent treatment centers was associated with a decrease in treatment retention.
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Affiliation(s)
- Pierpaolo Congia
- Department of Mental Health and Addiction, SER.D.2, ASSL Cagliari, Via Liguria, Cagliari, Italy.
| | - Eleonora Carta
- Department of Mental Health and Addiction, SER.D.2, ASSL Cagliari, Via Liguria, Cagliari, Italy
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Kane L, Benson K, Stewart ZJ, Daughters SB. The impact of spiritual well-being and social support on substance use treatment outcomes within a sample of predominantly Black/African American adults. JOURNAL OF SUBSTANCE USE AND ADDICTION TREATMENT 2024; 158:209238. [PMID: 38061630 PMCID: PMC10947916 DOI: 10.1016/j.josat.2023.209238] [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: 04/12/2023] [Revised: 07/22/2023] [Accepted: 11/30/2023] [Indexed: 03/18/2024]
Abstract
INTRO Substance use and associated problems often return following treatment for substance use disorder (SUD), which disproportionally impact Black/African American (AA) individuals. Social support and spiritual well-being are sources of recovery capital identified as particularly important among Black/AA adults. Social support and spiritual well-being are also posited mechanisms in 12-step; thus, this study tested the effects of social support and spiritual well-being on substance use outcomes over time, distinct from 12-step involvement, among Black/AA adults post-SUD treatment. The study hypothesized that social support and spiritual well-being would demonstrate significant interactions with time, respectively, on substance use frequency and substance use consequences, above the effect of 12-step involvement. METHOD The study drew data from a study of 262 adults (95.4 % Black/AA) entering residential SUD treatment (NCT#01189552). Assessments were completed at pretreatment and at 3-, 6-, and 12-months posttreatment. Two generalized linear mixed models (GLMM) tested the effects of social support and spiritual well-being, above the effect of 12-step involvement, on substance use frequency and substance use consequences over the course of 12-months posttreatment. RESULTS Higher spiritual well-being predicted significantly less frequent substance use during recovery (β = 0.00, p = .03). Greater 12-step involvement predicted significantly fewer substance use consequences during recovery (β = 0.00, p = .02). In post hoc analyses the effect of spiritual well-being and 12-step involvement dissipated by 3.5- and 6.6-months posttreatment, respectively. The study found no significant effects of social support over time. DISCUSSION Spiritual well-being and 12-step involvement are associated with lower substance use and substance use consequences, respectively, in the early months of posttreatment recovery among Black/AA adults. These findings contribute to the growing recovery capital literature informing paths to recovery and sources of support outside of 12-step affiliation. However, these effects diminish over time.
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Affiliation(s)
- Louisa Kane
- Department of Psychology and Neuroscience, University of North Carolina at Chapel Hill, United States of America.
| | - Katherine Benson
- Department of Psychology and Neuroscience, University of North Carolina at Chapel Hill, United States of America
| | - Zachary J Stewart
- Department of Psychology and Neuroscience, University of North Carolina at Chapel Hill, United States of America
| | - Stacey B Daughters
- Department of Psychology and Neuroscience, University of North Carolina at Chapel Hill, United States of America
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Lopez AA, Luebke JM, Redner R, Abusbaitan H, Tarima S. Substance Use Overdose Deaths Among Black and Indigenous Women in Wisconsin: A Review of Death Certificate Data From 2018 to 2020. J Addict Med 2024; 18:153-159. [PMID: 38180867 PMCID: PMC10939923 DOI: 10.1097/adm.0000000000001260] [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] [Indexed: 01/07/2024]
Abstract
OBJECTIVES We are in the midst of an overdose epidemic that has grown during the concurrent COVID-19 pandemic. In Wisconsin, overdose deaths increased 11-fold from 2000 to 2020, with over 1200 deaths in 2020. Because of disparities in substance use initiation, relapse, and treatment success among racially minoritized women, this study's purpose was to investigate overdose death rates among Black and Indigenous women in Wisconsin from 2018 to 2020. METHODS Overdose death rates were examined under the following parameters: sex, race (Black, Indigenous, White), age, year, and manner of death. Logistic regression analysis was also conducted looking at death count data, with race, age, and year as potential predictor variables. RESULTS Death rates (per 100,000) in 2018 were 14.1 (12.6-15.5) for White women, 20.8 (14.7-26.9) for Black women, and 26.5 (10.0-42.9) for Indigenous women; these rates increased in 2020 to 16.4 (14.8-17.9), 32.5 (25.0-40.0), and 59.9 (35.8-84.0) for White, Black, and Indigenous women, respectively. Regression findings illustrated that being Black or Indigenous and aged 15 to 44 or 45 to 64 years were significantly more likely to die from most causes of death (any drug, any opioid, prescription opioid, heroin, synthetic opioids, and cocaine; adjusted odds ratios > 1.25, P s < 0.001). CONCLUSIONS This study confirms that deaths in Wisconsin are disproportionately higher in female minoritized populations. Understanding the complex intricacies between the impacts of the COVID-19 pandemic coupled with barriers to treatment access or acceptability in these populations is urgently needed. It will take a multipronged approach to address the overdose epidemic and better serve these marginalized, vulnerable populations.
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Affiliation(s)
- Alexa A. Lopez
- College of Nursing, University of Wisconsin-Milwaukee, Milwaukee, WI, USA
| | | | - Ryan Redner
- Behavior Analysis and Therapy, Southern Illinois University, Carbondale, IL, USA
| | - Hanan Abusbaitan
- College of Nursing, University of Wisconsin-Milwaukee, Milwaukee, WI, USA
| | - Sergey Tarima
- Division of Biostatistics, Medical College of Wisconsin, Milwaukee, WI, USA
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Burgos L, Gelband M. Addressing substance use disorder in a hospital prenatal setting. SOCIAL WORK IN HEALTH CARE 2024; 63:230-236. [PMID: 38372152 DOI: 10.1080/00981389.2024.2316695] [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: 07/31/2023] [Accepted: 01/19/2024] [Indexed: 02/20/2024]
Abstract
Pregnancy can be a time of joy and hope but, for birthing parents struggling with a substance use disorder (SUD), it can be challenging. Social stigma, shame, and the potential legal ramifications present barriers to individuals seeking the care they need. Marginalized groups, in particular, face challenges that put them at even greater risk for substance misuse. Substance use during pregnancy can further impair the individual's level of functioning, and it has also been associated with problems in the social, emotional, and cognitive development of their children. Pregnancy and addiction each require guidance and good medical care. By integrating substance misuse treatment services under the umbrella of their medical care, clinics facilitate timely access to care, as well as help break the stigma associated with substance misuse. Our program offers a comprehensive and multidisciplinary approach to support pregnant individuals with SUDs. Interventions include support, education, case management, and mental health counseling. By providing optimal prenatal care early on, individuals can receive the treatment that they need so that they can achieve physical and emotional stability once the baby arrives, which ultimately has better outcomes for the parent and child's health and wellbeing.
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Affiliation(s)
- Laudy Burgos
- Social Work, Mount Sinai Hospital Department of Social Work Services, New York, USA
| | - Michelle Gelband
- Social Work, Mount Sinai Hospital Department of Social Work Services, New York, USA
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Delk J, Bensley K, Ye Y, Subbaraman MS, Phillips AZ, Karriker-Jaffe KJ, Mulia N. Intersectional disparities in outpatient alcohol treatment completion by gender and race and ethnicity. ALCOHOL, CLINICAL & EXPERIMENTAL RESEARCH 2024; 48:389-399. [PMID: 38300125 PMCID: PMC10922739 DOI: 10.1111/acer.15243] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/23/2023] [Revised: 12/03/2023] [Accepted: 12/05/2023] [Indexed: 02/02/2024]
Abstract
BACKGROUND Untreated alcohol use disorder (AUD) can have negative outcomes, including premature death. Completing specialty treatment for AUD can improve economic and educational outcomes. However, there are large racial and ethnic disparities in treatment completion, and how these disparities vary intersectionally (e.g., by gender and race and ethnicity) is unknown. Recent studies suggest that not using an intersectional approach can mask important disparities. We estimated disparities in AUD nonintensive outpatient treatment completion by gender alone, race and ethnicity alone, and intersectionally in a gender-by-race-and-ethnicity model. Accurately quantifying treatment completion disparities is critical not only for understanding healthcare disparities but reducing them to advance health equity. METHODS Data are from SAMHSA's 2017 to 2019 Treatment Episode Dataset-Discharges for adults aged 18+ who entered nonintensive outpatient treatment primarily for alcohol (n = 559,447 episodes; 30.3% women; 63.7% White, 18.0% Black, 14.4% Hispanic/Latinx, 2.1% American Indian/Alaska Native [AIAN], 1.0% Asian/Pacific Islander). Using the rank-and-replace method, treatment completion disparities were estimated by gender, race and ethnicity, and gender-by-race-and-ethnicity due to any reason other than differences in need for treatment, consistent with the Institute of Medicine's definition of a healthcare disparity. RESULTS The intersectional gender-by-race-and-ethnicity model identified the widest range of disparities among all models tested. Using this model, the largest disparities were identified for minoritized women's treatment episodes. Compared to White men whose completion rate was 60.79% (95% confidence interval [CI]: 60.06, 60.98), Black, Hispanic/Latina, AIAN, and Asian-American/Pacific Islander women had treatment episode completion rates that were 12.35 (CI: 12.33, 12.37), 9.08 (CI: 9.06, 9.11), 10.27 (CI: 10.22, 10.32), and 4.87 (CI: 4.78, 4.95) percentage points lower, respectively. CONCLUSIONS In the United States, treatment completion rates for non-intensive outpatient alcohol treatment episodes are significantly lower for minoritized women than White men. The extent of the disparity is not apparent in univariate models, highlighting the importance of an intersectional approach to understanding disparities in the completion of non-intensive outpatient treatment for AUD.
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Affiliation(s)
- Joanne Delk
- Alcohol Research Group, 6001 Shellmound Street Suite 450, Emeryville, CA 94608, USA
| | - Kara Bensley
- Alcohol Research Group, 6001 Shellmound Street Suite 450, Emeryville, CA 94608, USA
| | - Yu Ye
- Alcohol Research Group, 6001 Shellmound Street Suite 450, Emeryville, CA 94608, USA
| | - Meenakshi S. Subbaraman
- Public Health Institute, Behavioral Health, and Recovery Studies, 555 12 Street Suite 600, Oakland, CA 94607, USA
| | - Aryn Z. Phillips
- University of Maryland School of Public Health, Department of Health Policy and Management, 4200 Valley Drive, College Park, MD 20742, USA
| | | | - Nina Mulia
- Alcohol Research Group, 6001 Shellmound Street Suite 450, Emeryville, CA 94608, USA
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Modeste-James A, Fitzgerald T, Stewart E, De Jesus D, Canuto M, Guzman M, Mateo J, D’lppolito M, Lundgren L. The Intersections Between Sexual Orientation, Latine Ethnicity, Social Determinants of Health, and Lifetime Suicide Attempts in a Sample Being Assessed for Entry to Co-Occurring Mental Health and Substance Use Disorder Treatment. J Prim Care Community Health 2024; 15:21501319241240425. [PMID: 38511864 PMCID: PMC10958810 DOI: 10.1177/21501319241240425] [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: 12/28/2023] [Revised: 02/07/2024] [Accepted: 02/27/2024] [Indexed: 03/22/2024] Open
Abstract
PURPOSE Few studies have examined the relationship between the intersections of lesbian, gay, and bisexual (LGB) sexual orientation, Latine ethnicity, and lifetime suicide attempts in Latine individuals with substance use disorder. This study examines this intersection and controls for social determinants of health, mental health disorder symptoms, and substance use disorder symptoms in a sample of Latine adults entering treatment for co-occurring disorders. METHOD Bivariate statistics and multivariate logistic regression were used to analyze assessment data (n = 360) from a bilingual/bicultural integrated behavioral health system serving Latine communities in Massachusetts to examine the relationship between sexual orientation, Latine ethnicity, and history of lifetime suicide attempts. We controlled for social determinants of health, mental health disorders, and substance use disorder (SUD) factors significantly associated with lifetime suicide attempts at the bivariate level. RESULTS Over 27% of the sample and 35% of Puerto Ricans (PR) reported lifetime suicide attempts. The logistic regression identified that PR clients were 78% more likely to have attempted suicide in a lifetime compared to non-PR clients. Clients identifying as LGB were 3.2 times more likely to report having attempted suicide in their lifetime compared to heterosexual clients. Unemployed clients were 2.4 times more likely to report having attempted suicide in their lifetime compared to employed clients. CONCLUSION Findings identify high rates of lifetime suicide attempts among LGBs and PRs entering SUD treatment. Targeted outreach and treatment efforts designed to address intersectionality for this underserved population are needed.
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Boissoneault J, Stennett-Blackmon B, Gilmour C, Blaes S. Neural and Psychosocial Mechanisms Underlying Alcohol Use and Pain Interactions: Overview of Current Evidence and Future Directions. CURRENT ADDICTION REPORTS 2023; 10:677-689. [PMID: 38645279 PMCID: PMC11031255 DOI: 10.1007/s40429-023-00518-y] [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] [Accepted: 09/15/2023] [Indexed: 04/23/2024]
Abstract
Purpose of Review A growing body of research indicates bidirectional associations between alcohol use and pain. In this review, we highlight common neural and psychosocial mechanisms underlying pain and alcohol use and identify current gaps in the literature regarding alcohol/pain interactions. We also suggest future directions for the field moving forward, including more nuanced conceptualization of alcohol's negative reinforcing effects in the context of pain, broader use of clinically-relevant experimental pain induction modalities, and characterization of age, biological sex, gender, race, and ethnicity as moderators of pain/alcohol interactions. Recent Findings Acute alcohol intake has analgesic and negative-reinforcing effects in the context of pain, and chronic heavy alcohol use appears to increase risk for development of chronic pain. At the same time, pain, both acute and chronic, acts as a proximal antecedent for alcohol use and is associated with relapse risk for individuals in recovery from alcohol use disorder. Summary Although the links between alcohol use and pain are increasingly appreciated, significant gaps in understanding remain and systematic study of alcohol/pain interactions at all levels, including basic, preclinical, translational, and interventional, is needed.
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Affiliation(s)
- Jeff Boissoneault
- Department of Clinical and Health Psychology, University of Florida, Gainesville, FL, USA
- Center for Pain Research and Behavioral Health, University of Florida, Gainesville, FL, USA
- Department of Anesthesiology, University of Minnesota, Minneapolis, MN, USA
| | - Bethany Stennett-Blackmon
- Department of Clinical and Health Psychology, University of Florida, Gainesville, FL, USA
- Center for Pain Research and Behavioral Health, University of Florida, Gainesville, FL, USA
| | - Christina Gilmour
- Department of Clinical and Health Psychology, University of Florida, Gainesville, FL, USA
- Center for Pain Research and Behavioral Health, University of Florida, Gainesville, FL, USA
| | - Shelby Blaes
- Department of Clinical and Health Psychology, University of Florida, Gainesville, FL, USA
- Center for Pain Research and Behavioral Health, University of Florida, Gainesville, FL, USA
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28
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Haeny AM, McCuistian C, Burlew AK, Ruglass LM, Espinosa A, Jordan A, Roundtree C, Lopez J, Morgan-López AA. Integrative data analysis of clinical trials network studies to examine the impact of psychosocial treatments for black people who use cocaine: Study protocol. Contemp Clin Trials 2023; 133:107329. [PMID: 37652354 PMCID: PMC10635737 DOI: 10.1016/j.cct.2023.107329] [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: 03/24/2023] [Revised: 08/22/2023] [Accepted: 08/28/2023] [Indexed: 09/02/2023]
Abstract
BACKGROUND Cocaine overdose death rates among Black people are higher than that of any other racial/ethnic group, attributable to synthetic opioids in the cocaine supply. Understanding the most effective psychostimulant use treatment interventions for Black people is a high priority. While some interventions have proven effective for the general population, their comparative effectiveness among Black people remains unknown. To address this gap, our NIDA-funded Clinical Trials Network (CTN) study (0125), will use Integrative Data Analysis (IDA) to examine treatment effectiveness across 9 CTN studies. This manuscript describes the study protocol for CTN-0125. METHODS Of the 59 completed randomized clinical trials in the CTN with available datasets, nine met our inclusion criteria: 1) behavioral intervention, 2) targeted cocaine use or use disorder, 3) included sub-samples of participants who self-identified as Black and 4) included outcome measures of cocaine and psychostimulant use and consequences. We aim to 1) estimate scale scores of cocaine use severity while considering study-level measurement non-invariance, 2) compare the effectiveness of psychosocial treatments for psychostimulant use, and 3) explore individual (e.g., concomitant opioid use, age, sex, employment, pre-treatment psychiatric status) and study-level moderators (e.g., attendance/retention) to evaluate subgroup differences in treatment effectiveness. CONCLUSION The NIDA CTN provides a unique collection of studies that can offer insight into what interventions are most efficacious for Black people. Findings from our CTN-0125 study have the potential to substantially inform treatment approaches specifically designed for Black people who use psychostimulants.
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Affiliation(s)
- Angela M Haeny
- Department of Psychiatry, Yale School of Medicine, United States of America
| | - Caravella McCuistian
- Department of Psychiatry and Behavioral Sciences, University of California San Francisco, United States of America.
| | - A Kathleen Burlew
- Department of Psychology, University of Cincinnati, United States of America
| | - Lesia M Ruglass
- Department of Psychology, The City College of New York and The Graduate Center, CUNY, United States of America
| | - Adriana Espinosa
- Department of Psychology, The City College of New York and The Graduate Center, CUNY, United States of America
| | - Ayana Jordan
- Department of Psychiatry, Department of Population Health, NYU Grossman School of Medicine, United States of America
| | | | - Joel Lopez
- Department of Counseling and Clinical Psychology, Teachers College, Columbia University, United States of America
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Jones DM, Masyn KE, Spears CA. Associations among discrimination, psychological functioning, and substance use among US Black adults aged 18-28: Moderation by racial attribution and sex. JOURNAL OF SUBSTANCE USE AND ADDICTION TREATMENT 2023; 153:209080. [PMID: 37230392 PMCID: PMC10526892 DOI: 10.1016/j.josat.2023.209080] [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: 06/30/2022] [Revised: 01/02/2023] [Accepted: 05/18/2023] [Indexed: 05/27/2023]
Abstract
INTRODUCTION Discrimination is associated with poor mental health and substance use among Black Americans, but research is needed on mediators and moderators of these relationships. This study tested whether: 1) discrimination is associated with current alcohol, tobacco (cigarette or e-cigarette), and cannabis use among US Black emerging adults; 2) psychological distress (PD) and positive well-being (PW) are mediators of discrimination-substance use relationships; and 3) these relationships are moderated by sex and attributions to discrimination (racial vs. nonracial). METHODS Using data from a 2017 US nationally representative survey, we conducted bivariate and multiple-group moderated mediation analyses among 1118 Black American adults aged 18-28. The study assessed discrimination and attribution to discrimination using the Everyday Discrimination scale, past 30-day PD with the Kessler-6 scale, and past 30-day PW with the Mental Health Continuum Short Form. We utilized probit regression for all structural equation models and adjusted final models for age. RESULTS Discrimination was positively associated with past 30-day cannabis and tobacco use directly and indirectly through PD in the overall model. Among males who reported race as the sole/main attribution to discrimination, discrimination was positively associated with alcohol, cannabis, and tobacco use through PD. Among females who reported race as the sole/main attribution to discrimination, discrimination was positively associated with cannabis use through PD. Discrimination was positively associated with tobacco use among those who reported nonracial attributions to discrimination and with alcohol use among those whose attribution was not assessed. Discrimination was positively associated with PD among those who reported race as a secondary attribution to discrimination. CONCLUSIONS Discrimination specifically attributed to race may contribute to greater PD and in turn alcohol, cannabis, and tobacco use among Black emerging adults, especially males. Future substance use prevention and treatment efforts targeted to Black American emerging adults may benefit from addressing racial discrimination and PD.
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Affiliation(s)
- Dina M Jones
- Center for the Study of Tobacco, Department Health Behavior and Health Education, Fay W. Boozman College of Public Health, University of Arkansas for Medical Sciences, 4301 West Markham Street, Box #820, Little Rock, AR 72205, USA.
| | - Katherine E Masyn
- Department of Population Health Sciences, School of Public Health, Georgia State University, 140 Decatur St., Suite 471, Atlanta, GA 30303, USA.
| | - Claire A Spears
- Department of Health Policy and Behavioral Sciences, School of Public Health, Georgia State University, 140 Decatur St., Suite 612, Atlanta, GA 30303, USA.
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Barrita A, Strong MN, Ferraris J, Wong-Padoongpatt G. Drugs and racial microaggressions: A mediation analysis of racism, mental health, and coping strategies. JOURNAL OF SUBSTANCE USE AND ADDICTION TREATMENT 2023; 153:209078. [PMID: 37245853 DOI: 10.1016/j.josat.2023.209078] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/30/2022] [Revised: 10/17/2022] [Accepted: 05/18/2023] [Indexed: 05/30/2023]
Abstract
INTRODUCTION Racial microaggressions are daily slights and denigrations perpetrated toward people of color (PoC). These forms of everyday racism are significant stressors for PoC and can insult, invalidate, and assault racial identities. Past findings on discrimination indicate a strong link between engagement in maladaptive behaviors (e.g., substance use and behavioral addictions) and perceived racism. Although the topic of racism is receiving more traction, a dearth of knowledge still persists on racial microaggressions and how these daily interactions can elicit negative coping behaviors, particularly substance use. The current study examined the relationship among microaggressions, substance use, and psychological distress symptoms. Specifically, we aimed to explore if PoC cope with racial microaggressions by using substances. METHODS We surveyed 557 PoC within the United States using an online platform. Participants answered questions related to their experiences with racial microaggressions, drug and alcohol use as coping strategies for discrimination, and self-reported mental health. Experiences with racial microaggressions was the main predictor variable and the drug and alcohol use as coping strategy was the main outcome variable. The study tested psychological distress as the main mediator for the relationship between racial microaggressions and drug and alcohol use. RESULTS Findings indicated that microaggressions were a significant predictor of psychological distress symptoms, B = 0.272, SE = 0.046, p < .001, and psychological distress was a significant predictor of coping strategies that involved substance and alcohol use, B = 0.102, SE = 0.021, p < .001. Racial microaggressions were no longer a significant predictor of coping strategies that involved substance and alcohol use after controlling for psychological distress, B = 0.027, SE = 0.024, p = .260. In an exploratory approach, our model was further explained by assessing alcohol refusal self-efficacy, which results suggest be a second mediator in the relation between racial microaggressions and substance use. CONCLUSION Overall, results suggest that racial discrimination exposes PoC to higher risks for both poorer mental health and the misuse of substances and alcohol. Practitioners treating PoC with substance abuse disorders might also need to assess the psychological impact of experiences with racial microaggressions.
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Affiliation(s)
- Aldo Barrita
- Department of Psychology, University of Nevada, Las Vegas, United States of America.
| | - Michelle N Strong
- Department of Psychology, University of Nevada, Las Vegas, United States of America
| | - Janelle Ferraris
- Department of Psychology, University of Nevada, Las Vegas, United States of America
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Liu M, Wu W, Zapolski T, Cyders MA. Measurement Invariance and Differential Relationship to Substance Use of the Short UPPS-P Impulsive Behavior Scale Across Racial Groups. Assessment 2023; 30:2212-2222. [PMID: 36604806 PMCID: PMC10634311 DOI: 10.1177/10731911221146339] [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] [Indexed: 01/07/2023]
Abstract
The Short UPPS-P Impulsive Behavior (SUPPS-P) scale assesses impulsive traits; however, its use among racial/ethnic minorities needs further testing. The aims of this study are to (a) test the measurement invariance of the SUPPS-P scale between White and racial/ethnic minority groups and (b) determine whether impulsive personality traits differentially relate to substance use outcomes across these groups. Participants were 1,301 young adults and recruited through a large public university or Amazon's Mechanical Turk. Multigroup confirmatory factor analysis concluded strong measurement invariance for Black, Asian American, and Hispanic/Latino groups, each compared with a White group. Most relationships between SUPPS-P traits and substance use did not differ across the groups compared, although two differences emerged with alcohol use. The SUPPS-P can validly and reliably measure impulsive traits in Black, Hispanic/Latino, and Asian American young to middle adults. Previous findings on risk patterns with the SUPPS-P likely generalize to these groups.
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Affiliation(s)
- Melissa Liu
- Department of Psychology, Indiana University Purdue University Indianapolis, Indianapolis, IN
| | - Wei Wu
- Department of Psychology, Indiana University Purdue University Indianapolis, Indianapolis, IN
| | - Tamika Zapolski
- Department of Psychology, Indiana University Purdue University Indianapolis, Indianapolis, IN
| | - Melissa A. Cyders
- Department of Psychology, Indiana University Purdue University Indianapolis, Indianapolis, IN
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Britz JB, O'Loughlin KM, Henry TL, Richards A, Sabo RT, Saunders HG, Tong ST, Brooks EM, Lowe J, Harrell A, Bethune C, Moeller FG, Krist AH. Rising Racial Disparities in Opioid Mortality and Undertreatment of Opioid Use Disorder and Mental Health Comorbidities in Virginia. AJPM FOCUS 2023; 2:100102. [PMID: 37790667 PMCID: PMC10546578 DOI: 10.1016/j.focus.2023.100102] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 10/05/2023]
Abstract
Introduction There were more than 100,000 fatal drug overdoses in the U.S. in 2021 alone. In recent years, there has been a shift in opioid mortality from predominantly White rural communities to Black urban communities. This study aimed to identify the Virginia communities disproportionately affected by the overdose crisis and to better understand the systemic factors contributing to disparities in opioid mortality. Methods Using the state all-payer claims database, state mortality records, and census data, we created a multivariate model to examine the community-level factors contributing to racial disparities in opioid mortality. We used generalized linear mixed models to examine the associations between socioecologic factors and fatal opioid overdoses, opioid use disorder diagnoses, opioid-related emergency department visits, and mental health diagnoses. Results Between 2015 and 2020, racial disparities in mortality widened. In 2020, Black males were 1.5 times more likely to die of an opioid overdose than White males (47.3 vs 31.6 per 100,000; p<0.001). The rate of mental health disorders strongly correlated with mortality (β=0.53, p<0.001). Black individuals are not more likely to be diagnosed with opioid use disorder (β=0.01, p=0.002) or with mental health disorders (β= -0.12, p<0.001), despite higher fatal opioid overdoses. Conclusions There are widening racial disparities in opioid mortality. Untreated mental health disorders are a major risk factor for opioid mortality. Findings show pathways to address inequities, including early linkage to care for mental health and opioid use disorders. This analysis shows the use of comprehensive socioecologic data to identify the precursors to fatal overdoses, which could allow earlier intervention and reallocation of resources in high-risk communities.
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Affiliation(s)
- Jacqueline B. Britz
- Department of Family Medicine and Population Health, Virginia Commonwealth University, Richmond, Virginia
| | - Kristen M. O'Loughlin
- Department of Family Medicine and Population Health, Virginia Commonwealth University, Richmond, Virginia
| | - Tracey L. Henry
- Department of Medicine, Emory University School of Medicine, Atlanta, Georgia
| | - Alicia Richards
- Department of Family Medicine and Population Health, Virginia Commonwealth University, Richmond, Virginia
| | - Roy T. Sabo
- Department of Family Medicine and Population Health, Virginia Commonwealth University, Richmond, Virginia
| | - Heather G. Saunders
- Department of Health Behavior and Policy, Virginia Commonwealth University, Richmond, Virginia
| | - Sebastian T. Tong
- Department of Family Medicine, University of Washington, Seattle, Washington
| | - E. Marshall Brooks
- Department of Family Medicine and Population Health, Virginia Commonwealth University, Richmond, Virginia
| | - Jason Lowe
- Division of Behavioral Health, Virginia Department of Medical Assistance (DMAS), Richmond, Virginia
| | - Ashley Harrell
- Division of Behavioral Health, Virginia Department of Medical Assistance (DMAS), Richmond, Virginia
| | - Christine Bethune
- Division of Behavioral Health, Virginia Department of Medical Assistance (DMAS), Richmond, Virginia
| | - F. Gerard Moeller
- C. Kenneth and Dianne Wright Center for Clinical and Translational Research, Virginia Commonwealth University, Richmond, Virginia
| | - Alex H. Krist
- Department of Family Medicine and Population Health, Virginia Commonwealth University, Richmond, Virginia
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Magee T, Peters C, Jacobsen SM, Nees D, Dunford B, Ford AI, Vassar M. Inequities in the treatment of opioid use disorder: A scoping review. JOURNAL OF SUBSTANCE USE AND ADDICTION TREATMENT 2023; 152:209082. [PMID: 37271346 DOI: 10.1016/j.josat.2023.209082] [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: 08/11/2022] [Revised: 05/05/2023] [Accepted: 05/23/2023] [Indexed: 06/06/2023]
Abstract
BACKGROUND Given the lack of access to evidenced-based OUD treatment and the corresponding overdose crisis, researchers must evaluate and report health care inequities involving the treatment of OUD. Additionally, clinicians should be aware of these inequities in the treatment of patients. METHODS We carried out a scoping review of the literature regarding health inequities in treatment for OUD in July 2022. The study team retrieved articles published between 2016 and 2021 from MEDLINE and Ovid Embase. After authors received training, screening and data extraction were performed in masked, duplicate fashion. The team screened a total of 3673 titles and abstracts, followed by 172 articles for full-text review. The inequities that we examined were race/ethnicity, sex or gender, income, under-resourced/rural, occupational status, education level, and LGBTQ+. We used Stata 17.0 (StataCorp, LLC, College Station, TX) to summarize data and statistics of the studies within our sample. RESULTS A total of 44 studies evaluating inequities in OUD treatment met inclusion criteria. The most common inequity that studies examined was race/ethnicity (34/44 [77.27 %] studies), followed by under-resourced/rural (19/44 [43.18 %] studies), and sex or gender (18/44 [40.91 %] studies). LGBTQ+ (0/44 [0.0 %] studies) was not reported in the included studies. Our results indicate that many historically marginalized populations experience inequities related to access and outcomes in OUD treatment. The included studies in our scoping review occasionally demonstrated inconsistent findings. CONCLUSIONS Gaps exist within the literature on health inequities in treatment for OUD. The most examined inequities were race/ethnicity, under-resourced/rural and sex or gender, while studies did not examine LGBTQ+ status. Future research should aim to advance and supplement literature investigating health inequities in OUD treatment to ensure inclusive, patient-centered care.
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Affiliation(s)
- Trevor Magee
- Office of Medical Student Research, Oklahoma State University Center for Health Sciences, Tulsa, OK, United States.
| | - Caleb Peters
- Office of Medical Student Research, Oklahoma State University Center for Health Sciences, Tulsa, OK, United States
| | - Samuel M Jacobsen
- Office of Medical Student Research, Oklahoma State University Center for Health Sciences, Tulsa, OK, United States
| | - Danya Nees
- Office of Medical Student Research, Oklahoma State University Center for Health Sciences, Tulsa, OK, United States
| | - Bryan Dunford
- Office of Medical Student Research, Oklahoma State University Center for Health Sciences, Tulsa, OK, United States
| | - Alicia Ito Ford
- Office of Medical Student Research, Oklahoma State University Center for Health Sciences, Tulsa, OK, United States; Department of Psychiatry and Behavioral Sciences, Oklahoma State University Center for Health Sciences, Tulsa, OK, United States
| | - Matt Vassar
- Office of Medical Student Research, Oklahoma State University Center for Health Sciences, Tulsa, OK, United States; Department of Psychiatry and Behavioral Sciences, Oklahoma State University Center for Health Sciences, Tulsa, OK, United States
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Lu W, Lopez-Castro T, Vu T. Population-based examination of substance use disorders and treatment use among US young adults in the National Survey on Drug Use and Health, 2011-2019. DRUG AND ALCOHOL DEPENDENCE REPORTS 2023; 8:100181. [PMID: 37593411 PMCID: PMC10430156 DOI: 10.1016/j.dadr.2023.100181] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/17/2023] [Revised: 07/29/2023] [Accepted: 07/31/2023] [Indexed: 08/19/2023]
Abstract
Background Compared with adults of other age groups, young adults are more likely to have substance use disorders (SUDs) but less likely to receive treatment. Untreated SUDs can lead to lethal consequences, particularly deaths related to drug overdose. Objectives This study aimed to examine trends and sociodemographic differences in the prevalence and treatment use of SUDs among US young adults aged 18 to 25 in the National Survey on Drug Use and Health 2011-2019. Methods Bivariable logistic regression analyses were conducted to examine annual changes in the prevalence and treatment use of SUDs, and multivariable logistic regression was used to examine sociodemographic differences in SUD prevalence and treatment use in the pooled sample of young adults from 2011 to 2019. Results From 2011 to 2019, the overall SUD prevalence increased significantly from 5.4% to 6.2%. Cannabis use disorder was the most common SUD annually. Groups with lower prevalence of SUDs included females, young adults aged 22-25, and Hispanic, Black, and Asian participants. Across the survey years, the prevalence of treatment use fluctuated insignificantly between 10.9% and 16.9% among young adults with SUDs, and most young adults received SUD treatment in self-help groups and residential and outpatient rehabilitation facilities. Compared to White participants, treatment use was lower in Hispanic, Black, Asian participants, as well as young adults of two or more races. Young adults covered by Medicaid/CHIP were more likely to use treatment. Conclusions This study revealed an alarming level of unmet treatment need and significant disparities in treatment use among young adults with SUDs. To reduce barriers to treatment utilization, more coordinated efforts that leverage policy and structural changes alongside innovations to engage young adults with SUD care are needed.
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Affiliation(s)
- Wenhua Lu
- Department of Community Health and Social Medicine, School of Medicine, The City University of New York, New York, USA
| | | | - Thinh Vu
- Center for Innovation in Mental Health, Graduate School of Public Health & Health Policy, The City University of New York, New York, USA
- Department of Community Health and Social Sciences, Graduate School of Public Health & Health Policy, The City University of New York, New York, USA
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Yoade B, Akinbode O, Olatunji O, Popoola O, Busari O, Odenigbo N, Kogan I, Nkemjika S. Alcohol Use Disorder (AUD) in New Jersey (NJ): Disparity in Treatment. Cureus 2023; 15:e43286. [PMID: 37692715 PMCID: PMC10492633 DOI: 10.7759/cureus.43286] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/10/2023] [Indexed: 09/12/2023] Open
Abstract
Alcohol use disorder (AUD) continues to be a threat to public health due to the associated morbidity, mortality, and social and economic impacts. AUD accounts for greater than 85,000 deaths annually in the United States and greater than 1500 deaths annually in New Jersey (NJ). Despite these associated burdens, the treatment of AUD remains unequal among the population, and it is important to identify the factors influencing the disparity in defined population groups such as NJ to drive the appropriate intervention. Data were retrieved from the 2018 Treatment Episode Data Set-Discharges (TEDS-D) of the United States Substance Abuse and Mental Health Services Administration (SAMHSA). Logistic regression analysis was used to predict the odds of receiving treatment based on socioeconomic factors and the type of treatment received. Compared to Asian or Pacific Islanders in NJ, the American Indian [odds ratio, OR=2.12, 95% confidence interval, CI: 1.95-2.31] has the greatest odds of receiving treatment for AUD, followed by the Black or African American [OR=1.70, 95% CI: 1.65-1.75], the Alaska Native [OR=1.67, 95% CI: 1.42-1.96], and then the White [OR=1.31, 95% CI: 1.12-1.52]. Those who are retired or on disability [OR=0.88, 95% CI: 0.82-0.94] have lower odds of receiving treatment than those on salary or wages. Those with AUD in NJ have a lower odd of receiving detoxification treatment in a 24-h hospital inpatient setting [OR=0.88, 95% CI 0.82-0.95] and a higher odd of receiving detoxification treatment in a 24-h service, free-standing residential setting when compared to the treatment received in a rehabilitation/hospital (other than detoxification) setting. This study shows that disparity exists in relation to the type of treatment received and the setting of treatment for AUD in NJ in addition to disparity based on the sociodemographic factors.
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Affiliation(s)
| | | | - Olubusola Olatunji
- College of Health Sciences & Human Services, North Kentucky University, Kentucky, USA
| | - Olufemi Popoola
- Neiswanger Institute of Bioethics and Healthcare Leadership, Loyola University, Illinois, USA
| | - Oluwatoyin Busari
- Psychiatry, University Hospitals Cleveland Medical Center/Case Western Reserve University, Cleveland, USA
| | - Nkolika Odenigbo
- Psychiatry and Behavioral Sciences, Interfaith Medical Center, Brooklyn, USA
| | - Irina Kogan
- Psychiatry and Behavioral Sciences, Interfaith Medical Center, Brooklyn, USA
| | - Stanley Nkemjika
- Psychiatry and Behavioral Sciences, Interfaith Medical Center, Brooklyn, USA
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Winograd R, Budesa Z, Banks D, Carpenter R, Wood CA, Duello A, Thater P, Smith C. Outcomes of State Targeted/Opioid Response Grants and the Medication First Approach: Evidence of Racial Inequities in Improved Treatment Access and Retention. Subst Abus 2023; 44:184-195. [PMID: 37702074 PMCID: PMC10591854 DOI: 10.1177/08897077231186213] [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] [Indexed: 09/14/2023]
Abstract
BACKGROUND Since 2017, Missouri has increased access to medication for opioid use disorder (OUD) within the State's publicly-funded substance use specialty treatment system through a "Medication First" approach. Results from a statewide assessment of the first year of State Targeted Response implementation showed increases and improvements in overall treatment admissions, medication utilization, and treatment retention. The current study, which focuses on the St. Louis region, the epicenter of Missouri's overdose crisis, examines whether improvements were experienced equally among Black and White clients. METHODS This study is a retrospective analysis using state-level billing records for individuals with OUD receiving services through publicly-funded substance use treatment programs between July 1, 2016, and June 30, 2019, with claimed services updated through November 1, 2020. Comparisons across time periods, treatment groups, and Black and White clients were assessed using chi-square tests of independence and multivariate negative binomial regressions. RESULTS White individuals in St. Louis experienced larger increases in treatment admissions and utilization of medications for OUD than Black individuals, and Black clients were retained in treatment for shorter lengths of time than White clients. CONCLUSION In Missouri, rates of drug overdose deaths are more than three times higher for Black people than White people. Racial inequities in OUD treatment utilization and retention must be intentionally targeted and corrected as one component of reducing this sizable disparity in fatalities.
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Affiliation(s)
- Rachel Winograd
- University of Missouri – St. Louis, Missouri Institute of Mental Health
- University of Missouri – St. Louis, Department of Psychological Sciences
| | - Zach Budesa
- University of Missouri – St. Louis, Missouri Institute of Mental Health
| | - Devin Banks
- University of Missouri – St. Louis, Department of Psychological Sciences
| | - Ryan Carpenter
- University of Missouri – St. Louis, Department of Psychological Sciences
| | - Claire A. Wood
- University of Missouri – St. Louis, Missouri Institute of Mental Health
| | - Alex Duello
- University of Missouri – St. Louis, Missouri Institute of Mental Health
| | - Paul Thater
- University of Missouri – St. Louis, Missouri Institute of Mental Health
| | - Christine Smith
- Missouri Department of Mental Health, Division of Behavioral Health
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Zito MF, Fei Z, Zhu Y, Clingan SE, Marder SR, Mooney LJ. Psychosis among individuals with methamphetamine use disorder is associated with elevated rates of hospitalizations and emergency department visits across an academic health care system. JOURNAL OF SUBSTANCE USE AND ADDICTION TREATMENT 2023:209033. [PMID: 37011880 DOI: 10.1016/j.josat.2023.209033] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/01/2022] [Revised: 11/02/2022] [Accepted: 03/27/2023] [Indexed: 04/04/2023]
Abstract
INTRODUCTION Methamphetamine (MA) is increasingly available in the United States and manufactured with increasing potency. Although psychosis is a known harm related to MA use, we know little about the clinical outcomes and prognosis of individuals who use MA and experience psychosis. Some evidence exists that psychosis among people who use methamphetamine leads to a high utilization of emergency and acute inpatient services, but the extent of this use is unclear. METHODS Using an electronic health record (EHR) database, this study assessed acute care visits of individuals receiving diagnostic codes of the following disorders: methamphetamine use disorder with undifferentiated psychosis (MUDp), schizophrenia (MUDs) and no history of psychosis (MUD) in addition to individuals without MUD diagnosis but with diagnoses of either undifferentiated psychosis (Psy) or schizophrenia (Scz) from 2006 to 2019. The study explored potential clinical risk factors associated with rate of acute care visits. RESULTS Receiving diagnoses of psychotic disorders and MUD were both associated with high rates of acute care utilization. The incidence rate ratio (IRR) was highest in the MUDp group 6.30 (95 % CI: 5.73, 6.93) followed by the MUDs group 4.03 (95 % CI: 3.87, 4.20), the Psy group 3.77 (95 % CI: 3.45, 4.11), the Scz group 3.11 (95 % CI: 2.99, 3.23), and the MUD group 2.17 (95 % CI: 2.09, 2.25). Receiving another SUD diagnosis was identified as a risk factor for acute care visits in the MUDp group, and mood and anxiety disorder diagnoses were a risk factor in the MUDs group. CONCLUSIONS In a general health care system, individuals receiving diagnoses of MUD and co-occurring psychotic disorders were observed to have particularly high rates of acute care service utilization, suggesting a high degree of disease burden and the need for development of targeted treatment interventions with both MUD and psychosis.
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Affiliation(s)
- Michael F Zito
- Department of Psychiatry and Biobehavioral Sciences, David Geffen School of Medicine, Semel Institute for Neuroscience and Human Behavior at UCLA, University of California Los Angeles, Los Angeles, CA, United States of America; Veterans Affairs Greater Los Angeles Healthcare System, Los Angeles, CA, United States of America.
| | - Zhe Fei
- Department of Biostatistics, Fielding School of Public Health, University of California Los Angeles, Los Angeles, CA, United States of America; Department of Statistics, University of California Riverside, Riverside, CA, United States of America
| | - Yuhui Zhu
- Department of Psychiatry and Biobehavioral Sciences, David Geffen School of Medicine, Semel Institute for Neuroscience and Human Behavior at UCLA, University of California Los Angeles, Los Angeles, CA, United States of America
| | - Sarah E Clingan
- Department of Psychiatry and Biobehavioral Sciences, David Geffen School of Medicine, Semel Institute for Neuroscience and Human Behavior at UCLA, University of California Los Angeles, Los Angeles, CA, United States of America
| | - Stephen R Marder
- Department of Psychiatry and Biobehavioral Sciences, David Geffen School of Medicine, Semel Institute for Neuroscience and Human Behavior at UCLA, University of California Los Angeles, Los Angeles, CA, United States of America; Veterans Affairs Greater Los Angeles Healthcare System, Los Angeles, CA, United States of America
| | - Larissa J Mooney
- Department of Psychiatry and Biobehavioral Sciences, David Geffen School of Medicine, Semel Institute for Neuroscience and Human Behavior at UCLA, University of California Los Angeles, Los Angeles, CA, United States of America; Veterans Affairs Greater Los Angeles Healthcare System, Los Angeles, CA, United States of America
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Bray BC, Watson DP, Salisbury-Afshar E, Taylor L, McGuire A. Patterns of opioid use behaviors among patients seen in the emergency department: Latent class analysis of baseline data from the POINT pragmatic trial. JOURNAL OF SUBSTANCE USE AND ADDICTION TREATMENT 2023; 146:208979. [PMID: 36880900 PMCID: PMC9992925 DOI: 10.1016/j.josat.2023.208979] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/09/2022] [Revised: 11/09/2022] [Accepted: 02/05/2023] [Indexed: 02/11/2023]
Abstract
INTRODUCTION The nation's overdose epidemic has been characterized by increasingly potent opioids resulting in more emergency department (ED) encounters over time. ED-based opioid use interventions are growing in popularity; however, they tend to treat people who use opioids as a homogenous population. The current study sought to understand heterogeneity among people who use opioids who encounter the ED by identifying qualitatively different subgroups among participants in an opioid use intervention clinical trial at baseline and examining associations between subgroup membership and multiple correlates. METHODS Participants were from a larger pragmatic clinical trial of the Planned Outreach, Intervention, Naloxone, and Treatment (POINT) intervention (n = 212; 59.2 % male, 85.3 % Non-Hispanic White, mean age = 36.6 years). The study employed latent class analysis (LCA) using five indicators of opioid use behavior: preference for opioids, preference for stimulants, usually use drugs alone, injection drug use, and opioid-related problem at ED encounter. Correlates of interest included participants' demographics, prescription histories, health care contact histories, and recovery capital (e.g., social support, naloxone knowledge). RESULTS The study identified three classes: (1) noninjecting opioid preferers, (2) injecting opioid and stimulant preferers, and (3) social nonopioid preferers. We identified limited significant differences in correlates across the classes: differences existed for select demographics, prescription histories, and recovery capital but not for health care contact histories. For example, members of Class 1 were the most likely to be a race/ethnicity other than non-Hispanic White, oldest on average, and most likely to have received a benzodiazepine prescription, whereas members of Class 2 had the highest average barriers to treatment and members of Class 3 were the least likely to have been diagnosed with a major mental health illness and had the lowest average barriers to treatment. CONCLUSIONS LCA identified distinct subgroups among POINT trial participants. Knowledge of such subgroups assists with the development of better-targeted interventions and can help staff to identify the most appropriate treatment and recovery pathways for patients.
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Affiliation(s)
- Bethany C Bray
- Institute for Health Research and Policy, The University of Illinois at Chicago, 1747 W Roosevelt Road, Chicago, IL 60608, United States.
| | - Dennis P Watson
- Chestnut Health Systems, Lighthouse Institute, 221 W Walton Street, Chicago, IL 60610, United States.
| | - Elizabeth Salisbury-Afshar
- Department of Family Medicine and Community Health, University of Wisconsin Madison School of Medicine and Public Health, 1100 Delaplaine Court, Room 3835, Madison, WI 53715, United States.
| | - Lisa Taylor
- Chestnut Health Systems, Lighthouse Institute, 221 W Walton Street, Chicago, IL 60610, United States; Jane Addams School of Social Work, The University of Illinois at Chicago, 1040 W Harrison Street, Chicago, IL 60607, United States
| | - Alan McGuire
- Department of Social and Behavioral Sciences, Richard M. Fairbanks School of Public Health, Indiana University, 1050 Wishard Boulevard, Indianapolis, IN 46202, United States; Center for Health Information and Communication, Health Services Research and Development, Richard L. Roudebush Veterans Affairs Medical Center, 1481 W 10th Street, Indianapolis, IN 46202, United States; Department of Psychology, School of Science, Indiana University Purdue University Indianapolis, 402 N Blackford Dr., Indianapolis, IN 46202, United States.
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Chambers LC, Hallowell BD, Samuels EA, Daly M, Baird J, Beaudoin FL. An evaluation of the association between specific post-overdose care services in emergency departments and subsequent treatment engagement. J Am Coll Emerg Physicians Open 2023; 4:e12877. [PMID: 36643599 PMCID: PMC9833281 DOI: 10.1002/emp2.12877] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2022] [Revised: 11/28/2022] [Accepted: 12/02/2022] [Indexed: 01/13/2023] Open
Abstract
Objective The objective of this study was to estimate the association between receipt of specific post-overdose care services in the emergency department (ED) and subsequent engagement in treatment for opioid use disorder (OUD) after discharge. Methods This was a retrospective cohort study of Rhode Island residents treated at 1 of 4 EDs for opioid overdose who were not engaged in OUD treatment and were discharged home (May 2016-April 2021). Electronic health record data were used to identify ED services received, and state administrative data were used to define subsequent engagement in OUD treatment within 30 days. Multivariable conditional logistic regression was used to estimate the association between ED services received and subsequent treatment engagement. Results Overall, 1008 people not engaged in OUD treatment were treated at study EDs for opioid overdose and discharged home, of whom 146 (14%) subsequently engaged in OUD treatment within 30 days. Most patients were aged 25 to 44 years (59%) and non-Hispanic White (69%). Receipt of behavioral counseling in the ED (adjusted odds ratio [aOR] = 1.79, 95% confidence interval [CI] = 1.18-2.71) and initiation of buprenorphine treatment in/from the ED (aOR = 5.86, 95% CI = 2.70-12.71) were associated with treatment engagement. Receipt of a take-home naloxone kit or naloxone prescription and referral to treatment at discharge were not associated with treatment engagement. Overall, 49% of patients received behavioral counseling in the ED, and 3% initiated buprenorphine in/from the ED. Conclusion Strategies for increasing provision of behavioral counseling and initiation of buprenorphine in the ED may be useful for improving subsequent engagement in OUD treatment after discharge.
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Affiliation(s)
- Laura C. Chambers
- Substance Use Epidemiology ProgramRhode Island Department of HealthProvidenceRhode IslandUSA
- Division of Infectious DiseasesThe Miriam HospitalProvidenceRhode IslandUSA
- Department of EpidemiologyBrown UniversityProvidenceRhode IslandUSA
| | - Benjamin D. Hallowell
- Substance Use Epidemiology ProgramRhode Island Department of HealthProvidenceRhode IslandUSA
| | - Elizabeth A. Samuels
- Department of EpidemiologyBrown UniversityProvidenceRhode IslandUSA
- Department of Emergency MedicineBrown UniversityProvidenceRhode IslandUSA
- Drug Overdose Prevention ProgramRhode Island Department of HealthProvidenceRhode IslandUSA
| | - Mackenzie Daly
- Research, Data Evaluation, and Compliance UnitRhode Island Department of Behavioral HealthcareDevelopmental Disabilities, and HospitalsProvidenceRhode IslandUSA
| | - Janette Baird
- Department of Emergency MedicineBrown UniversityProvidenceRhode IslandUSA
| | - Francesca L. Beaudoin
- Department of EpidemiologyBrown UniversityProvidenceRhode IslandUSA
- Department of Emergency MedicineBrown UniversityProvidenceRhode IslandUSA
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Mehr JB, Bennett ER, Price JL, de Souza NL, Buckman JF, Wilde EA, Tate DF, Marshall AD, Dams-O'Connor K, Esopenko C. Intimate partner violence, substance use, and health comorbidities among women: A narrative review. Front Psychol 2023; 13:1028375. [PMID: 36778165 PMCID: PMC9912846 DOI: 10.3389/fpsyg.2022.1028375] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2022] [Accepted: 12/14/2022] [Indexed: 01/28/2023] Open
Abstract
Exposure to intimate partner violence (IPV), including physical, sexual, and psychological violence, aggression, and/or stalking, impacts overall health and can have lasting mental and physical health consequences. Substance misuse is common among individuals exposed to IPV, and IPV-exposed women (IPV-EW) are at-risk for transitioning from substance misuse to substance use disorder (SUD) and demonstrate greater SUD symptom severity; this too can have lasting mental and physical health consequences. Moreover, brain injury is highly prevalent in IPV-EW and is also associated with risk of substance misuse and SUD. Substance misuse, mental health diagnoses, and brain injury, which are highly comorbid, can increase risk of revictimization. Determining the interaction between these factors on the health outcomes and quality of life of IPV-EW remains a critical need. This narrative review uses a multidisciplinary perspective to foster further discussion and research in this area by examining how substance use patterns can cloud identification of and treatment for brain injury and IPV. We draw on past research and the knowledge of our multidisciplinary team of researchers to provide recommendations to facilitate access to resources and treatment strategies and highlight intervention strategies capable of addressing the varied and complex needs of IPV-EW.
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Affiliation(s)
- Jacqueline B. Mehr
- School of Environmental and Biological Sciences, Rutgers University – New Brunswick, New Brunswick, NJ, United States
| | - Esther R. Bennett
- School of Social Work, Rutgers University - New Brunswick, New Brunswick, NJ, United States
| | - Julianne L. Price
- Department of Kinesiology and Health, Rutgers University - New Brunswick, New Brunswick, NJ, United States
- Center of Alcohol and Substance Use Studies, Graduate School of Applied and Professional Psychology, Rutgers University - New Brunswick, New Brunswick, NJ, United States
| | - Nicola L. de Souza
- School of Graduate Studies, Biomedical Sciences, Rutgers Biomedical and Health Sciences, Newark, NJ, United States
- Department of Rehabilitation and Movement Sciences, School of Health Professions, Rutgers Biomedical and Health Sciences, Newark, NJ, United States
- Department of Rehabilitation and Human Performance, Icahn School of Medicine at Mount Sinai, New York, NY, United States
| | - Jennifer F. Buckman
- Department of Kinesiology and Health, Rutgers University - New Brunswick, New Brunswick, NJ, United States
- Center of Alcohol and Substance Use Studies, Graduate School of Applied and Professional Psychology, Rutgers University - New Brunswick, New Brunswick, NJ, United States
| | - Elisabeth A. Wilde
- Department of Neurology, School of Medicine, The University of Utah, Salt Lake City, UT, United States
- George E. Wahlen, VA Salt Lake City Healthcare System, Research Care Line, Salt Lake City, UT, United States
| | - David F. Tate
- Department of Neurology, School of Medicine, The University of Utah, Salt Lake City, UT, United States
- George E. Wahlen, VA Salt Lake City Healthcare System, Research Care Line, Salt Lake City, UT, United States
| | - Amy D. Marshall
- Department of Psychology, College of the Liberal Arts, The Pennsylvania State University, State College, PA, United States
| | - Kristen Dams-O'Connor
- Department of Rehabilitation and Human Performance, Icahn School of Medicine at Mount Sinai, New York, NY, United States
- Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, NY, United States
| | - Carrie Esopenko
- Department of Rehabilitation and Movement Sciences, School of Health Professions, Rutgers Biomedical and Health Sciences, Newark, NJ, United States
- Department of Rehabilitation and Human Performance, Icahn School of Medicine at Mount Sinai, New York, NY, United States
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Anderson A, Walker B, Shao Y, LaVeist TA, Callison K. Racial and Ethnic Disparities in Medication-Assisted Treatment: Evidence from Louisiana Medicaid During the COVID-19 Pandemic. J Gen Intern Med 2023; 38:266-268. [PMID: 36344642 PMCID: PMC9640815 DOI: 10.1007/s11606-022-07893-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/26/2022] [Accepted: 10/26/2022] [Indexed: 11/09/2022]
Affiliation(s)
- Andrew Anderson
- Department of Health Policy and Management, Tulane University School of Public Health and Tropical Medicine, New Orleans, LA, USA.
| | - Brigham Walker
- Department of Health Policy and Management, Tulane University School of Public Health and Tropical Medicine, New Orleans, LA, USA
| | - Yixue Shao
- Department of Health Policy and Management, Tulane University School of Public Health and Tropical Medicine, New Orleans, LA, USA
| | - Thomas A LaVeist
- Department of Health Policy and Management, Tulane University School of Public Health and Tropical Medicine, New Orleans, LA, USA
| | - Kevin Callison
- Department of Health Policy and Management, Tulane University School of Public Health and Tropical Medicine, New Orleans, LA, USA
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Jones JL. Perspectives on the therapeutic potential of MDMA: A nation-wide exploratory survey among substance users. Front Psychiatry 2023; 14:1096298. [PMID: 37124269 PMCID: PMC10140372 DOI: 10.3389/fpsyt.2023.1096298] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/11/2022] [Accepted: 03/23/2023] [Indexed: 05/02/2023] Open
Abstract
Background Alcohol and other substance use disorders are commonly associated with post-traumatic stress disorder (PTSD), and the presence of these comorbidities is associated with worse treatment outcomes. Additionally, disparities in substance and PTSD prevalence have been associated with minority races and ethnicities, and minorities have been shown to be less likely to engage in treatment. Psychedelic-assisted treatments, including 3,4-methylenedioxymethamphetamine (MDMA), have shown preliminary trans-diagnostic effectiveness, however it is unknown how individuals with substance use disorders view the therapeutic potential of MDMA therapy. Previous studies have also shown that minority races and ethnicities are under-represented in the MDMA trials, leading to concerns about inequitable access to clinical treatment. Methods To explore demographic characteristics related to patient-level perspectives on the therapeutic potential of MDMA-assisted therapy, this study describes data from a nationwide, cross-sectional survey of 918 individuals self-reporting criteria consistent with alcohol or substance use disorders. Results Overall, a majority of individuals reported support for medical research of MDMA (68.1%), belief that MDMA-assisted therapy might be a useful treatment (70.1%), and willingness to try MDMA-assisted therapy if it were determined to be an appropriate treatment for them (58.8%). No race or ethnicity differences were found in support for further research or belief in effectiveness, however there were small disparities in terms of willingness to try MDMA-assisted therapy and concerns related to use of this treatment approach. Conclusion These results provide insights and future directions as the field of psychedelic-assisted therapy seeks to provide equitable access to clinical care and to diversify research participation.
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Diaz L, Gormley MA, Coleman A, Sepanski A, Corley H, Perez A, Litwin AH. Equine-assisted services for individuals with substance use disorders: a scoping review. Subst Abuse Treat Prev Policy 2022; 17:81. [PMID: 36517823 PMCID: PMC9749232 DOI: 10.1186/s13011-022-00506-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2022] [Accepted: 11/14/2022] [Indexed: 12/15/2022] Open
Abstract
The implementation of equine-assisted services (EAS) during treatment for psychological disorders has been frequently documented; however, little is known about the effect of EAS on outcomes for populations with substance use disorder (SUD). The purpose of this scoping review was to synthesize existing literature reporting the effects of EAS when incorporated into SUD treatment. This review followed guidelines in the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) checklist for scoping reviews. A search of four databases (MEDLINE/PubMed, PsycINFO, the Cumulative Index to Nursing and Allied Health Literature (CINAHL), and Academic OneFile) identified studies reporting quantitative and/or qualitative data for an EAS intervention that was implemented among a population receiving treatment for and/or diagnosed with SUD. Of 188 titles, 71 underwent full-text assessment and six met inclusion criteria. Three additional articles were identified through other sources. Quantitative data suggested a potential positive effect of EAS on SUD treatment retention and completion as well as participants' mental health; however, studies were limited by small sample sizes. Qualitative data indicated that in addition to participants developing bonds with the horses and perceiving EAS as welcomed breaks from traditional treatment, they experienced increased self-efficacy, positive emotional affect, and SUD treatment motivation. Due to methodological limitations and an overall dearth of available studies, the effectiveness of EAS as adjuncts to SUD treatment is inconclusive. Additional research is necessary before supporting broad implementation of EAS as adjuncts to SUD treatment.
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Affiliation(s)
- Liam Diaz
- Addiction Medicine Center, Prisma Health, 876 W Faris Rd, Greenville, SC, 29605, USA.
| | - Mirinda Ann Gormley
- Addiction Medicine Center, Prisma Health, 876 W Faris Rd, Greenville, SC, 29605, USA
- Department of Emergency Medicine, Prisma Health, 701 Grove Rd, Greenville, SC, 29605, USA
- Department of Public Health Sciences, Clemson University College of Behavioral, Social, and Health Science, 503 Edwards Hall, Clemson, SC, 29631, USA
- Department of Emergency Medicine, University of South Carolina School of Medicine- Greenville, 701 Grove Rd, Greenville, SC, 29605, USA
| | - Ashley Coleman
- Addiction Medicine Center, Prisma Health, 876 W Faris Rd, Greenville, SC, 29605, USA
| | - Abby Sepanski
- Addiction Medicine Center, Prisma Health, 876 W Faris Rd, Greenville, SC, 29605, USA
| | - Heather Corley
- Lumin Center, 306A Mills Ave, Greenville, SC, 29605, USA
| | - Angelica Perez
- Addiction Medicine Center, Prisma Health, 876 W Faris Rd, Greenville, SC, 29605, USA
- Clemson University School of Health Research, 605 Grove Rd., Suite 301, Greenville, SC, 29605, USA
| | - Alain H Litwin
- Addiction Medicine Center, Prisma Health, 876 W Faris Rd, Greenville, SC, 29605, USA.
- Clemson University School of Health Research, 605 Grove Rd., Suite 301, Greenville, SC, 29605, USA.
- Department of Medicine, University of South Carolina School of Medicine- Greenville, 701 Grove Rd, Greenville, SC, 29605, USA.
- Department of Internal Medicine, Prisma Health, 876 W Faris Rd, Greenville, SC, 29605, USA.
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Gilbert LR, Starks S, Gray J, Reitzel LR, Obasi EM. Exploring the provider and organization level barriers to medication for opioid use disorder treatment for Black Americans: A study protocol. PUBLIC HEALTH IN PRACTICE 2022; 4:100308. [PMID: 36570391 PMCID: PMC9773041 DOI: 10.1016/j.puhip.2022.100308] [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: 05/03/2022] [Revised: 08/04/2022] [Accepted: 08/05/2022] [Indexed: 12/27/2022] Open
Abstract
Objectives This study seeks to examine the provider and organizational factors that could be limiting the treatment of Opioid Use Disorder (OUD) for Black Americans in Texas. Formative research at the provider and organizational level will assist in understanding the current facilitators, potential barriers, and capacity for OUD treatment for Black Americans. Study design Using the exploration phase of the Explore, Preparation, Implementation, Sustainment (EPIS) framework, the project will be a formative assessment of local factors that influence Medication for OUD (MOUD) treatment availability for Black Americans to guide the design of a culturally and locally relevant multi-level intervention strategy. Methods and analysis: This project will utilize emergent mixed methods to identify and clarify the problems that are obstructing treatment for Black patients with OUD. First, the perspectives of individual providers in their openness and willingness to provide MOUD treatment to Black Americans diagnosed with OUD will be explored through in-depth interviews. The organizational capacity factors associated with increased availability to treatment for Black American OUD patients will be examined with the organizational leaders using an exploratory sequential mixed-methods design. Leader and program managers of organizations that provide MOUD will be invited to participate in an online survey, with the option to participate in a follow-up in-depth interview. All qualitative data from the provider and organization staff interviews will be analyzed with a thematic analysis approach. The analysis of the two different types of qualitative data will be analyzed together, as a form of triangulation. Conclusions This project will assess the understandings of individual providers as well as the organizational-level awareness of the cultural contexts of MOUD intervention for Black Americans. This formative research seeks to highlight the current status of the opioid crisis in the Black community, and what additional supports are needed.
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Affiliation(s)
- Lauren R Gilbert
- University of Houston, College of Medicine, USA.,Humana Integrated Health System Sciences Institute at the University of Houston, USA
| | | | | | - Lorraine R Reitzel
- HEALTH Center for Addictions Research & Cancer Prevention at the University of Houston, USA
| | - Ezemenari M Obasi
- HEALTH Center for Addictions Research & Cancer Prevention at the University of Houston, USA
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Sanchez M, Amaro H. Cumulative exposure to traumatic events and craving among women in residential treatment for substance use disorder: The role of emotion dysregulation and mindfulness disposition. Front Psychol 2022; 13:1048798. [PMID: 36506948 PMCID: PMC9730726 DOI: 10.3389/fpsyg.2022.1048798] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2022] [Accepted: 11/03/2022] [Indexed: 11/25/2022] Open
Abstract
Objective Strong evidence links exposure to traumatic life events with subsequent substance use disorders (SUD). Compared to men, women in SUD treatment are more likely to have a history of trauma, characterized in part by emotion dysregulation known to negatively influence treatment outcomes. Existing research has been conducted with predominantly male and non-Hispanic White samples, with an emphasis on adverse childhood experiences. Little is known about how exposure to cumulative traumatic events across the lifespan affects emotion dysregulation and how this may influence craving, particularly among racial and ethnic minoritized women with SUD. Mindfulness disposition may serve as a protective factor that could buffer the impact of trauma exposure and emotion dysregulation on substance use craving among underrepresented minoritized women with SUD. This study examined the association between cumulative exposure to traumatic events, emotion dysregulation, and mindfulness disposition on substance use craving in a sample of predominantly Hispanic and non-Hispanic Black women in residential treatment for SUD. Method Cross-sectional data were analyzed for a baseline sample of 241 women (56.96% Hispanic, 20.7% non-Hispanic White, 20.7% non-Hispanic Black; age: M = 32.11) entering a SUD residential treatment facility who agreed to participate in a parent randomized controlled trial. Results Findings indicated that greater cumulative exposure to traumatic events and emotion dysregulation were associated with higher levels of craving. Cumulative traumatic event exposure was indirectly associated with higher craving via lower levels in the mindfulness dimension of acting with awareness. Interaction effects also revealed greater exposure to traumatic events was associated with higher levels of craving among women with low and average (but not high) levels of mindfulness disposition. Conclusion These findings provide insight into the potential benefits of targeting emotion regulation and mindfulness-building strategies such as acting with awareness in interventions among racial-ethnically diverse women with SUD. These strategies may be particularly beneficial among those that have experienced extensive histories of trauma exposure. Overall, knowledge gained from the present study can be particularly valuable towards informing treatment models in minoritized groups that currently experience disparities in treatment utilization and outcomes.
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Affiliation(s)
- Mariana Sanchez
- Department of Health Promotion & Disease Prevention, Robert Stempel College of Public Health and Social Work, Florida International University, Miami, FL, United States,*Correspondence: Mariana Sanchez,
| | - Hortensia Amaro
- Department of Health Promotion & Disease Prevention, Robert Stempel College of Public Health and Social Work, Florida International University, Miami, FL, United States,Herbert Wertheim College of Medicine, Florida International University, Miami, FL, United States
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Baird A, Cheng Y, Xia Y. Use of machine learning to examine disparities in completion of substance use disorder treatment. PLoS One 2022; 17:e0275054. [PMID: 36149868 PMCID: PMC9506659 DOI: 10.1371/journal.pone.0275054] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2022] [Accepted: 09/11/2022] [Indexed: 11/19/2022] Open
Abstract
The objective of this work is to examine disparities in the completion of substance use disorder treatment in the U.S. Our data is from the Treatment Episode Dataset Discharge (TEDS-D) datasets from the U.S. Substance Abuse and Mental Health Services Administration (SAMHSA) for 2017-2019. We apply a two-stage virtual twins model (random forest + decision tree) where, in the first stage (random forest), we determine differences in treatment completion probability associated with race/ethnicity, income source, no co-occurrence of mental health disorders, gender (biological), no health insurance, veteran status, age, and primary substance (alcohol or opioid). In the second stage (decision tree), we identify subgroups associated with probability differences, where such subgroups are more or less likely to complete treatment. We find the subgroups most likely to complete substance use disorder treatment, when the subgroup represents more than 1% of the sample, are those with no mental health condition co-occurrence (4.8% more likely when discharged from an ambulatory outpatient treatment program, representing 62% of the sample; and 10% more likely for one of the more specifically defined subgroups representing 10% of the sample), an income source of job-related wages/salary (4.3% more likely when not having used in the 30 days primary to discharge and when primary substance is not alcohol only, representing 28% of the sample), and white non-Hispanics (2.7% more likely when discharged from residential long-term treatment, representing 9% of the sample). Important implications are that: 1) those without a co-occurring mental health condition are the most likely to complete treatment, 2) those with job related wages or income are more likely to complete treatment, and 3) racial/ethnicity disparities persist in favor of white non-Hispanic individuals seeking to complete treatment. Thus, additional resources may be needed to combat such disparities.
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Affiliation(s)
- Aaron Baird
- Institute of Health Administration, Robinson College of Business, Georgia State University, Atlanta, Georgia, United States of America
| | - Yichen Cheng
- Institute for Insight, Robinson College of Business, Georgia State University, Atlanta, Georgia, United States of America
| | - Yusen Xia
- Institute for Insight, Robinson College of Business, Georgia State University, Atlanta, Georgia, United States of America
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Parlier-Ahmad AB, Pugh M, Martin CE. Treatment Outcomes Among Black Adults Receiving Medication for Opioid Use Disorder. J Racial Ethn Health Disparities 2022; 9:1557-1567. [PMID: 34254271 PMCID: PMC8274965 DOI: 10.1007/s40615-021-01095-4] [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] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2021] [Revised: 06/23/2021] [Accepted: 06/24/2021] [Indexed: 01/19/2023]
Abstract
Largely due to structural racism, Black people with substance use disorder have worse outcomes than their White counterparts. The opioid epidemic has amplified these racial disparities. Little is known about strengths that buffer against the systemic issues that disproportionately impact Black adults with opioid use disorder (OUD), particularly those receiving buprenorphine for OUD. The objectives of this study are to (1) assess psychosocial and clinical predictors of OUD outcomes and (2) explore differences in OUD outcomes by gender among a sample of Black adults receiving buprenorphine. This is a secondary data analysis of a cross-sectional survey and medical record review with a convenience sample recruited from an addiction medicine clinic. Analyses included Black participants who provided at least one urine drug test during the study period (n = 98). Prospective 6-month OUD outcomes (treatment retention, substance use recurrence, and buprenorphine continuation) were abstracted from the medical record. Univariate analyses explored differences by gender. Multivariate regressions assessed predictors of OUD outcomes. Participants were 53% women and middle-aged (47 ± 12 years). The majority (59%) had been in treatment for at least 1 year at study enrollment. Substance use recurrence was common, but many individuals remained in treatment. OUD outcomes did not differ by gender. Older age and absence of injection opioid use history were significant predictors of treatment retention and buprenorphine continuation. When provided access to high-quality treatment, Black adults with OUD demonstrate positive outcomes. Addressing structural racism and developing culturally informed treatment interventions are necessary to improve access to high-quality care for this community.
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Affiliation(s)
- Anna Beth Parlier-Ahmad
- Department of Psychology, Virginia Commonwealth University, 806 W. Franklin St, Richmond, VA, 23284, USA.
| | - Mickeal Pugh
- Department of Psychology, Virginia Commonwealth University, 806 W. Franklin St, Richmond, VA, 23284, USA
| | - Caitlin E Martin
- Department of Obstetrics and Gynecology and Institute for Drug and Alcohol Studies, Virginia Commonwealth University, 1250 E. Marshall St, Richmond, VA, 23298, USA
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Jordan A, Quainoo S, Nich C, Babuscio TA, Funaro MC, Carroll KM. Racial and ethnic differences in alcohol, cannabis, and illicit substance use treatment: a systematic review and narrative synthesis of studies done in the USA. Lancet Psychiatry 2022; 9:660-675. [PMID: 35752192 DOI: 10.1016/s2215-0366(22)00160-2] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/20/2021] [Revised: 04/19/2022] [Accepted: 04/21/2022] [Indexed: 10/17/2022]
Abstract
Reports from uncontrolled trials and surveys suggest that there are disparities in substance-use outcomes for minoritised racial and ethnic populations, yet few of these disparities have emerged from randomised clinical trials (RCTs). We conducted a systematic review of RCTs published in English of Black or Latinx adults with any non-nicotine substance use disorder that reported rates of treatment initiation, engagement, or substance-use outcome by race or ethnicity. Study quality was assessed by the Joanna Briggs Institute appraisal tool and a Yale internally validated quality assessment. Of the 5204 studies, 50 RCTs met the inclusion criteria, all done in the USA, 24 compared treatment initiation, engagement, or outcome across races or ethnicities and 26 compared these same factors within a race. Few RCTs have reported outcomes specifically for Black or Latinx populations, with nine reporting significant differences by race or ethnicity. Significant differences were found in all studies that evaluated the baseline differences in social determinants. This Review explains the need for optimisation of RCTs to inform the design, delivery, and dissemination of treatment to historically excluded communities.
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Affiliation(s)
- Ayana Jordan
- New York University Grossman School of Medicine, New York, NY, USA.
| | - Stephanie Quainoo
- Frank H Netter School of Medicine, Quinnipiac University, North Haven, CT, USA
| | - Charla Nich
- Department of Psychiatry, Yale University School of Medicine, Yale University, New Haven, CT, USA
| | - Theresa A Babuscio
- Department of Psychiatry, Yale University School of Medicine, Yale University, New Haven, CT, USA
| | - Melissa C Funaro
- Harvey Cushing/John Hay Whitney Medical Library, Yale University, New Haven, CT, USA
| | - Kathleen M Carroll
- Department of Psychiatry, Yale University School of Medicine, Yale University, New Haven, CT, USA
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Pro G, Hayes C, Montgomery BEE, Zaller N. Demographic and geographic shifts in the preferred route of methamphetamine administration among treatment cases in the US, 2010-2019. Drug Alcohol Depend 2022; 237:109535. [PMID: 35714531 DOI: 10.1016/j.drugalcdep.2022.109535] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/16/2022] [Revised: 05/31/2022] [Accepted: 06/06/2022] [Indexed: 11/27/2022]
Abstract
BACKGROUND Methamphetamine use disorder has increased rapidly in the past decade. Injecting is also increasing and has multifaceted implications for disease severity, overall health, and treatment outcomes, but less is known about where or among whom injecting has shifted the most. This national study assessed temporal changes in the preferred route of methamphetamine administration by race/ethnicity and within urban/rural geographies. METHODS We used the Treatment Episode Dataset-Discharges (2010-2019) to identify outpatient treatment cases who reported methamphetamine as their primary drug of choice at admission (N = 531,799; 2010 n = 33,744; 2019 n = 81,885). We created a combined variable indicating race/ethnicity and the rural/urban location of treatment, and used logistic regression to model the predicted probability of cases reporting injection, smoking, or snorting as their preferred route of administration. We included an interaction term to determine differences over time (race/ethnicity/rurality*year). RESULTS Across all years, smoking methamphetamine was the most common route of administration (66%), followed by injection (24%) and snorting (10%). Over time and among most sub-groups, the rates of injection increased while the rates of smoking decreased. Compared to 2010, the odds of injecting methamphetamine in 2019 were highest among Black cases in urban areas (aOR = 2.30, 95% CI = 1.76-3.00, p < 0.0001). CONCLUSION Increasing methamphetamine injection was most pronounced among Black treatment cases in more urban areas, which is in contrast to the longstanding narrative that methamphetamine is a White and rural drug. Methamphetamine prevention, treatment, and harm reduction should target populations with high injection prevalence and growing incidence.
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Affiliation(s)
- George Pro
- Health Behavior and Health Education, Fay W. Boozman College of Public Health, University of Arkansas for Medical Sciences, 4301W. Markham, Little Rock, AR 72205, USA; Southern Public Health and Criminal Justice Research Center, Fay W. Boozman College of Public Health, University of Arkansas for Medical Sciences, 4301W. Markham, Little Rock, AR 72205, USA.
| | - Corey Hayes
- Department of Biomedical Informatics, College of Medicine, University of Arkansas for Medical Sciences, 4301W. Markham, Little Rock, AR 72205, USA; Center for Mental Healthcare and Outcomes Research, Central Arkansas Veterans Healthcare System, 2200 Fort Roots Drive, North Little Rock, AR 72114, USA.
| | - Brooke E E Montgomery
- Health Behavior and Health Education, Fay W. Boozman College of Public Health, University of Arkansas for Medical Sciences, 4301W. Markham, Little Rock, AR 72205, USA; Southern Public Health and Criminal Justice Research Center, Fay W. Boozman College of Public Health, University of Arkansas for Medical Sciences, 4301W. Markham, Little Rock, AR 72205, USA.
| | - Nickolas Zaller
- Health Behavior and Health Education, Fay W. Boozman College of Public Health, University of Arkansas for Medical Sciences, 4301W. Markham, Little Rock, AR 72205, USA; Southern Public Health and Criminal Justice Research Center, Fay W. Boozman College of Public Health, University of Arkansas for Medical Sciences, 4301W. Markham, Little Rock, AR 72205, USA.
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G Guerrero E, Amaro H, Khachikian T, Zahir M, Marsh JC. A bifurcated opioid treatment system and widening insidious disparities. Addict Behav 2022; 130:107296. [PMID: 35255242 PMCID: PMC9078400 DOI: 10.1016/j.addbeh.2022.107296] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2021] [Revised: 01/24/2022] [Accepted: 02/26/2022] [Indexed: 11/20/2022]
Affiliation(s)
- Erick G Guerrero
- I-Lead Institute, Research to End Healthcare Disparities (REHD) Corp, 12300 Wilshire Blvd, Suite 210, Los Angeles, CA 90025, United States.
| | - Hortensia Amaro
- Florida International University, Herbert Werthein College of Medicine and Robert Stempel College of Public Health and Social Work, 11200 SW 8(th) ST, AHC4, Miami, FL 33199, United States.
| | - Tenie Khachikian
- University of Chicago, Crown Family School of Social Work, Policy, and Practice, 969 E. 60(th) Street, Chicago, IL 60637, United States
| | - Mona Zahir
- I-Lead Institute, Research to End Healthcare Disparities (REHD) Corp, 12300 Wilshire Blvd, Suite 210, Los Angeles, CA 90025, United States
| | - Jeanne C Marsh
- University of Chicago, Crown Family School of Social Work, Policy, and Practice, 969 E. 60(th) Street, Chicago, IL 60637, United States.
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