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Nicholson HL, Alawode OA, Ford JA. Determinants of prescription opioid misuse among Black Americans: Evidence from the 2019 National Survey on Drug Use and Health. Addict Behav 2024; 149:107890. [PMID: 37857045 DOI: 10.1016/j.addbeh.2023.107890] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2023] [Revised: 09/29/2023] [Accepted: 10/11/2023] [Indexed: 10/21/2023]
Abstract
BACKGROUND Opioid misuse, including prescription opioid misuse, remains a significant public health concern impacting various ethnoracial groups in the United States, including non-Hispanic Black Americans. This study provides more recent evidence on prescription opioid misuse among Black Americans. METHODS We used data from the 2019 National Survey on Drug Use and Health to examine the prevalence and determinants of prescription opioid misuse among Black American adults aged 18 and older. We compared these findings to non-Hispanic White American adults. RESULTS The prevalence rate of past-year prescription opioid misuse was very similar among Black (3.4%) and White respondents (3.8%). Adjusted multivariate logistic regression analyses found no significant racial differences in prescription opioid misuse. Religious importance and rurality were negatively associated with misuse only among Black respondents. Depressive episodes, other drug use, age, and risk-taking behaviors were associated with prescription opioid misuse among both Black and White respondents. CONCLUSION Black and White Americans remain at risk for prescription opioid-related problems. Religiosity and rurality require further investigation to understand how they may impact misuse among Black Americans.
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Affiliation(s)
| | - Oluwatobi A Alawode
- Department of Sociology and Criminology & Law, University of Florida, United States
| | - Jason A Ford
- Department of Sociology, University of Central Florida, United States
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Park D, Lee E, Yang S, Ware OD. Patterns of Familial and Racial Trauma and Their Associations with Substance Use Disorders among Racial/Ethnic Minority Adults. J Racial Ethn Health Disparities 2023:10.1007/s40615-023-01812-1. [PMID: 37814078 DOI: 10.1007/s40615-023-01812-1] [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: 01/31/2023] [Revised: 09/01/2023] [Accepted: 09/19/2023] [Indexed: 10/11/2023]
Abstract
BACKGROUND Racial/ethnic minorities in the United States often experience many different types of traumatic events. We examine the patterns of familial and racial trauma and their associations with substance use disorders (SUDs) among racial/ethnic minority adults. METHODS We used data from the National Epidemiologic Survey of Alcohol and Related Conditions-III. The study sample included 17,115 individuals who were Hispanic (43.6%), Black (34.9%), Asian American and Pacific Islander (17.0%), and American Indian or Alaska Native (AI/AN, 4.6%). Latent class analysis models with covariates and distal outcomes were analyzed to investigate patterns of trauma exposure and estimate binary outcomes of SUDs. Familial and racial trauma was measured by ten areas of adverse childhood experiences (ACEs) and six items of racial discrimination. RESULTS We found four distinctive groups: low trauma (Class 1, 62.1%), high discrimination (Class 2, 17.2%), high ACEs (Class 2, 14.9%), and high trauma (Class 4, 5.9%). Compared to Class 1, other groups were more likely to include Black and AI/AN adults. Participants in Class 2 reported greater risks for alcohol and other drug use disorders. Those in Class 3 and 4 reported greater risks for alcohol, opioid, stimulant, and other drug use disorders. CONCLUSION Given a higher risk of trauma exposure in Black and AI/AN adults, racially and ethnically sensitive trauma-focused interventions may help prevent and reduce SUDs in those populations.
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Affiliation(s)
- Daejun Park
- Department of Social Work, Ohio University, Athens, OH, 45701, USA.
| | - Eunwoo Lee
- School of Social Welfare, University at Albany, State University of New York, Albany, NY, 12222, USA
| | - Sejung Yang
- Department of Mathematics & Statistics, The University of Vermont, Burlington, VT, 05405, USA
| | - Orrin D Ware
- School of Social Work, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA
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Jordan A, Costa M, Nich C, Swarbrick M, Babuscio T, Wyatt J, O'Connell M, Guy K, Blackman K, Anderson RR, Reis G, Ocasio L, Crespo M, Bellamy C. Breaking through social determinants of health: Results from a feasibility study of Imani Breakthrough, a community developed substance use intervention for Black and Latinx people. JOURNAL OF SUBSTANCE USE AND ADDICTION TREATMENT 2023; 153:209057. [PMID: 37207836 DOI: 10.1016/j.josat.2023.209057] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/15/2022] [Revised: 04/20/2023] [Accepted: 04/25/2023] [Indexed: 05/21/2023]
Abstract
Racial and ethnic disparities in substance use intervention design, implementation, and dissemination have been recognized for years, yet few intervention programs have been designed and conducted by and for people who use substances. Imani Breakthrough is a two-phase 22-week intervention developed by the community, run by facilitators with lived experience and church members, that is implemented in Black and Latinx church settings. This community-based participatory research (CBPR) approach is a concept developed in response to a call for action from the State of Connecticut Department of Mental Health and Addiction Services (DMHAS) with funding from the Substance Abuse and Mental Health Services Administration (SAMHSA) to address rising rates of death due to opioid overdose, and other negative consequences of substance misuse. After nine months of didactic community meetings, the final design involved twelve weeks of education in a group setting related to the recovery process, including the impact of trauma and racism on substance use, and a focus on citizenship and community participation and the 8 dimensions of wellness, followed by ten weeks of mutual support, with intensive wraparound support and life coaching focused on the social determinants of health (SDOH). We found the Imani intervention was feasible and acceptable, with 42 % of participants retained at 12 weeks. In addition, in a subset of participants with complete data, we found a significant increase in both citizenship scores and dimensions of wellness from baseline to week 12, with the greatest improvements in the occupational, intellectual, financial, and personal responsibility dimensions. As drug overdose rates among Black and Latinx people who use substances continue to increase, it is imperative that we address the inequities in the SDOH that contribute to this disparity gap so that we can develop interventions tailored to the specific needs of Black and Latinx people who use drugs. The Imani Breakthrough intervention shows promise as a community-driven approach that can address these disparities and promote health equity.
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Affiliation(s)
- Ayana Jordan
- New York University Grossman School of Medicine, USA
| | | | | | - Margaret Swarbrick
- FAOTA - Rutgers University, Center of Alcohol and Substance Use Studies, Collaborative Programs of NJ (CSPNJ), USA
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Bulgin D, Patrick SW, McElroy T, McNeer E, Dupont WD, Murry VM. Patient and Community Factors Affecting Treatment Access for Opioid Use Disorder. Obstet Gynecol 2023; 142:339-349. [PMID: 37473410 PMCID: PMC10372722 DOI: 10.1097/aog.0000000000005227] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2022] [Accepted: 03/30/2023] [Indexed: 07/22/2023]
Abstract
OBJECTIVE To examine whether access to treatment for women with opioid use disorder (OUD) varied by race and ethnicity, community characteristics, and pregnancy status. METHODS We conducted a secondary data analysis of a simulated patient caller study of buprenorphine-waivered prescribers and opioid-treatment programs in 10 U.S. states. We conducted multivariable analyses, accounting for potential confounders, to evaluate factors associated with likelihood of successfully securing an appointment. Descriptive statistics and significance testing examined 1) caller characteristics and call outcome by assigned race and ethnicity and clinic type (combined, opioid-treatment programs, and buprenorphine-waivered prescribers) and 2) clinic and community characteristics and call outcome by community race and ethnicity distribution (majority White vs majority Black, Hispanic, Asian, American Indian, Alaska Native, Native Hawaiian, or Pacific Islander) and clinic type. A multiple logistic regression model was fitted to assess the likelihood of obtaining an appointment by callers' race and ethnicity and pregnancy status with the exposure of interest being majority Black, Hispanic, Asian, American Indian, Alaska Native, Native Hawaiian, or Pacific Islander community distribution. RESULTS In total, 3,547 calls reached clinics to schedule appointments. Buprenorphine-waivered prescribers were more likely to be in communities that were more than 50% White (88.9% vs 77.3%, P<.001), and opioid-treatment programs were more likely to be in communities that were less than 50% White (11.1% vs 22.7%, P<.001). Callers were more likely to be granted appointments in majority Black, Hispanic, Asian, American Indian, Alaska Native, Native Hawaiian, or Pacific Islander communities (adjusted odds ratio [aOR] 1.06, 95% CI 1.02-1.10 per 10% Black, Hispanic, Asian, American Indian, Alaska Native, Native Hawaiian, or Pacific Islander community population) and at opioid-treatment programs (aOR 4.94, 95% CI 3.52-6.92) and if they were not pregnant (aOR 1.79, 95% CI 1.53-2.09). CONCLUSION Clinic distribution and likelihood of acceptance for treatment varied by community race and ethnicity distribution. Access to treatment for OUD remains challenging for pregnant people and in many historically marginalized U.S. communities.
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Affiliation(s)
| | - Stephen W. Patrick
- Departments of Pediatrics and Health Policy, Vanderbilt University Medical Center, Nashville, TN
- Vanderbilt Center for Child Health Policy, Vanderbilt University Medical Center, Nashville, TN
- Mildred Stahlman Divison of Neonatology, Vanderbilt University Medical Center, Nashville, TN
| | - Tamarra McElroy
- Departments of Pediatrics and Health Policy, Vanderbilt University Medical Center, Nashville, TN
- Vanderbilt Center for Child Health Policy, Vanderbilt University Medical Center, Nashville, TN
| | - Elizabeth McNeer
- Vanderbilt Center for Child Health Policy, Vanderbilt University Medical Center, Nashville, TN
- Department of Biostatistics, Vanderbilt University Medical Center, Nashville, TN
| | - William D. Dupont
- Vanderbilt Center for Child Health Policy, Vanderbilt University Medical Center, Nashville, TN
- Department of Biostatistics, Vanderbilt University Medical Center, Nashville, TN
| | - Velma McBride Murry
- Departments of Pediatrics and Health Policy, Vanderbilt University Medical Center, Nashville, TN
- Vanderbilt Center for Child Health Policy, Vanderbilt University Medical Center, Nashville, TN
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Reporting and Interpreting Effect Sizes in Applied Health-Related Settings: The Case of Spirituality and Substance Abuse. Healthcare (Basel) 2022; 11:healthcare11010133. [PMID: 36611592 PMCID: PMC9818974 DOI: 10.3390/healthcare11010133] [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: 11/12/2022] [Revised: 12/28/2022] [Accepted: 12/28/2022] [Indexed: 01/03/2023] Open
Abstract
Inferential analysis using null hypothesis significance testing (NHST) allows accepting or rejecting a null hypothesis. Nevertheless, rejecting a null hypothesis and concluding there is a statistical effect does not provide a clue as to its practical relevance or magnitude. This process is key to assessing the effect size (ES) of significant results, be it using context (comparing the magnitude of the effect to similar studies or day-to-day effects) or statistical estimators, which also should be sufficiently interpreted. This is especially true in clinical settings, where decision-making affects patients' lives. We carried out a systematic review for the years 2015 to 2020 utilizing Scopus, PubMed, and various ProQuest databases, searching for empirical research articles with inferential results linking spirituality to substance abuse outcomes. Out of the 19 studies selected, 11 (57.9%) reported no ES index, and 9 (47.4%) reported no interpretation of the magnitude or relevance of their findings. The results of this review, although limited to the area of substance abuse and spiritual interventions, are a cautionary tale for other research topics. Gauging and interpreting effect sizes contributes to a better understanding of the subject under scrutiny in any discipline.
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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: 0] [Impact Index Per Article: 0] [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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Heikkila HD, Edens EL, Stefanovics EA, Rhee TG, Rosenheck RA. Religious institutions as a link to substance use treatment: Characterizing the potential service population through national survey data. Subst Abuse 2022; 43:699-707. [PMID: 35099366 DOI: 10.1080/08897077.2021.2007510] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Affiliation(s)
- Holly D. Heikkila
- VA Connecticut Health Care System, West Haven, CT, USA
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA
| | - Ellen L. Edens
- VA Connecticut Health Care System, West Haven, CT, USA
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA
- VA New England Mental Illness Research Education Center (MIRECC), West Haven, CT, USA
| | - Elina A. Stefanovics
- VA Connecticut Health Care System, West Haven, CT, USA
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA
- VA New England Mental Illness Research Education Center (MIRECC), West Haven, CT, USA
| | - Taeho Greg Rhee
- VA Connecticut Health Care System, West Haven, CT, USA
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA
- VA New England Mental Illness Research Education Center (MIRECC), West Haven, CT, USA
- Department of Public Health Sciences, University of Connecticut School of Medicine, Farmington, CT, USA
| | - Robert A. Rosenheck
- VA Connecticut Health Care System, West Haven, CT, USA
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA
- VA New England Mental Illness Research Education Center (MIRECC), West Haven, CT, USA
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Rajkumar RP. What Are the Correlates of Global Variations in the Prevalence of Opioid Use Disorders? An Analysis of Data From the Global Burden of Disease Study, 2019. Cureus 2021; 13:e18758. [PMID: 34659934 PMCID: PMC8514710 DOI: 10.7759/cureus.18758] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/13/2021] [Indexed: 11/17/2022] Open
Abstract
Introduction The recent opioid crisis in North America has brought the problem of opioid use disorders (OUD) into clinical and public health focus, with experts warning that other countries or regions may be at future risk of experiencing such crises. The existing literature suggests that a wide range of social, cultural and economic factors may be associated with the onset, course and outcome of OUD in individuals. The current study uses data on the estimated prevalence of OUDs across 115 countries, obtained from the Global Burden of Disease Study, 2019, to examine the bivariate and multivariate associations between national prevalence of OUD and these factors. Methods Data on the estimated prevalence of OUDs was obtained via a database query from the Global Burden of Disease (GBD) Collaborative Network database for the year 2019. Recent (2018-2019) data on 10 relevant variables identified in the literature (gross national income, economic inequality, urbanization, social capital, religious affiliation and practice, unemployment, divorce, cultural individualism, and prevalence of depression) were obtained from the GBD, World Bank and Our World in Data databases. After transformation to a normal distribution, bivariate and univariate analyses were conducted to identify the significance and strength of the associations between these variables and the prevalence of OUD. Results Of the 10 variables studied, all variables except the divorce rate and religious affiliation were significantly correlated with the prevalence of OUD on bivariate analyses, though the strength of these associations was in the poor to fair range. On multivariate analysis, a significant association was observed only for the prevalence of depression, with trends towards a positive association for cultural individualism and unemployment, and a protective trend observed for religious practice. Discussion Though subject to certain limitations inherent in cross-sectional analyses, these results suggest that certain variables may be associated with a higher prevalence of OUD at the national level. Replication and refinement of these analyses may prove useful in identifying countries or regions at risk of a future opioid epidemic or crisis, which could facilitate the institution of preventive measures or early intervention strategies.
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Affiliation(s)
- Ravi P Rajkumar
- Psychiatry, Jawaharlal Institute of Postgraduate Medical Education and Research, Pondicherry, IND
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Jordan A, Mathis M, Haeny A, Funaro M, Paltin D, Ransome Y. An Evaluation of Opioid Use in Black Communities: A Rapid Review of the Literature. Harv Rev Psychiatry 2021; 29:108-130. [PMID: 33666395 PMCID: PMC8335706 DOI: 10.1097/hrp.0000000000000285] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
BACKGROUND There are multiple aspects of the opioid crisis among Black people, who have been left out of the broader conversation. Despite evidence of increased opioid overdose deaths, less is known about opioid use among Black people. This review synthesizes research on Black people who use opioids; the goals are to advance knowledge, highlight research gaps, and inform clinical practice. METHODS This rapid review investigating opioid use among Black people utilized systematic review methods and was conducted according to a predefined protocol with clear inclusion criteria (PROSPERO ID: 177071). A comprehensive search strategy was used, including published and gray-literature sources (i.e., literature that has not been formally published). A narrative summary of the results is presented. RESULTS A total of 76 works were selected for inclusion and full text review. Sex, age, geographic location, and involvement in the carceral system were associated with the use of opioids among Black individuals. Non-epidemiologic factors included treatment-seeking patterns, disparate clinician prescribing, and social determinants. CONCLUSIONS Through this rapid review we suggest three main areas of focus: (1) including culturally informed collection methods in epidemiologic surveys to accurately reflect prevalences, (2) funding research that specifically addresses the importance of culture in accessing treatment, and (3) directly studying how social determinants can improve or exacerbate health outcomes. Focusing on the unique needs of Black people who use opioids is warranted to increase treatment initiation and adherence among a population less likely to engage with the traditional health care system.
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Affiliation(s)
- Ayana Jordan
- Yale University School of Medicine, Department of Psychiatry, 300 George Street, New Haven, CT 06511
| | - Myra Mathis
- University of Rochester, Department of Psychiatry, 601 Elmwood Avenue, Rochester, NY 14642
| | - Angela Haeny
- Yale School of Medicine, Department of Psychiatry, Division of Prevention and Community Research, and The Consultation Center 389 Whitney Avenue, New Haven, CT 06511
| | - Melissa Funaro
- Harvey Cushing/John Hay Whitney Medical Library, Yale University, 333 Cedar Street, New Haven, CT 06520-8014
| | - Dafna Paltin
- Yale University, Department of Psychiatry, 300 George Street, New Haven, CT 06511
| | - Yusuf Ransome
- Yale School of Public Health, Department of Social and Behavioral Sciences, Studies of Religion Ethnicity Technology and Contextual Influences on Health (STRETCH)-Lab, 60 College Street, New Haven, CT 06510
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