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Ebrahimi CT, Song H, Machado M, Segura P, Espinosa A, Polanco-Roman L. Racism-related experiences and substance use: A systematic and meta-analytic review. Soc Sci Med 2024; 362:117434. [PMID: 39461166 PMCID: PMC11585449 DOI: 10.1016/j.socscimed.2024.117434] [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: 06/01/2024] [Revised: 10/04/2024] [Accepted: 10/18/2024] [Indexed: 10/29/2024]
Abstract
Examinations highlighting interpersonal racism-related experiences as risk factors for substance use are well documented, particularly for alcohol use. The associations between racism-related experiences across other levels of influence (e.g., historical trauma, online, internalized) and use of other types of substances, while emerging, have yielded mixed findings. The present systematic review and meta-analyses examined the associations between multilevel racism-related experiences and different types of substances including substance use overall, alcohol, binge drinking, tobacco/nicotine, cannabis, illicit drugs, and polysubstance use among ethnoracially minoritized adolescents and emerging adults (12-29 years old). A systematic literature search and the Newcastle-Ottawa Scale (NOS) were used to identify, assess quality, and bias of included articles. Random-effects meta-analyses estimated pooled effect sizes for seven substance use outcomes and by age, sex, and race/ethnicity. Out of a total of 3190 articles, 91 (N = 190,065 participants) met inclusion criteria, 79 of which were included in the meta-analysis. The studies included were predominantly cross-sectional, school-based samples, and focused on Black individuals. Most examined interpersonal racism and few examined online and historical forms of racism. Meta-analyses demonstrated a significant positive association, with a small pooled effect size, between racism-related experiences and each substance use outcome. Moderations by age, sex, and race/ethnicity were found. Racism-related experiences are a risk factor for substance use among ethnoracially minoritized adolescents and emerging adults. Interventions addressing racism-related experiences across multiple dimensions are critical for the prevention and treatment of substance use among ethnoracially minoritized communities.
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Affiliation(s)
| | - Hannah Song
- Department of Clinical Psychology, Teachers College, Columbia University, New York, NY, USA
| | - Monica Machado
- Department of Psychology, The New School, New York, NY, USA
| | - Pamela Segura
- Department of Psychology, The New School, New York, NY, USA
| | - Adriana Espinosa
- Department of Psychology, The City College of New York, CUNY, New York, NY, USA
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Menezes AAS, Sanchez ZM, Demarzo M, Rezende LFM, Miskolci R. Even worse for Black girls: the longitudinal association of racial bullying with the initiation of alcohol and tobacco use. Am J Epidemiol 2024; 193:1433-1441. [PMID: 38629584 DOI: 10.1093/aje/kwae047] [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: 02/16/2023] [Revised: 02/15/2024] [Accepted: 04/09/2024] [Indexed: 10/09/2024] Open
Abstract
We used Poisson's linear regression to examine the association between racial bullying (RB) and the initiation of alcohol and tobacco uses after 9 months. Two cluster-randomized controlled trials were conducted in 2019 with children in grades five (girls: 50.0%; 10 years old: 82.0%; White: 36.8%; Black: 58.7%; others: 4.5%) and seven (girls: 49.5%; 12 years old: 78.1%; White: 33.2%; Black: 60.4%; others: 6.4%) from 30 public schools in the municipality of São Paulo, Brazil. We restricted our analyses to 2 subsets of students in each grade: those who reported no lifetime alcohol use at baseline and those who reported no lifetime baseline tobacco use. At baseline, 16.2% of fifth and 10.7% of seventh graders reported suffering from RB in the 30 days before data collection. After 9 months, 14.9% of fifth graders started using alcohol and 2.5%, tobacco. Among seventh graders, the figures were 31.2% and 7.7%, respectively. RB predicted the initiation of use of alcohol (risk ratio [RR] = 1.36; 95% CI, 1.07-1.70) and tobacco (RR = 1.81; 95% CI, 1.14-2.76) among seventh graders, with race-gender differences, particularly in Black girls (alcohol: RR = 1.45; 95% CI, 1.07-1.93; tobacco: RR = 2.34; 95% CI, 1.31-3.99). School-based programs and policies must explicitly address issues related to racism and gender in alcohol and tobacco prevention strategies.
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Affiliation(s)
- Alessandra A S Menezes
- Section of Epidemiology and Biostatistics, Department of Preventive Medicine, Escola Paulista de Medicina, Universidade Federal de São Paulo, São Paulo, São Paulo, CEP 04023-062, Brazil
| | - Zila M Sanchez
- Section of Epidemiology and Biostatistics, Department of Preventive Medicine, Escola Paulista de Medicina, Universidade Federal de São Paulo, São Paulo, São Paulo, CEP 04023-062, Brazil
- Primary Care, Health Promotion and Longevity Section, Department of Preventive Medicine, Escola Paulista de Medicina, Universidade Federal de São Paulo, São Paulo, São Paulo, CEP 04023-062, Brazil
| | - Marcelo Demarzo
- Section of Epidemiology and Biostatistics, Department of Preventive Medicine, Escola Paulista de Medicina, Universidade Federal de São Paulo, São Paulo, São Paulo, CEP 04023-062, Brazil
| | - Leandro F M Rezende
- Section of Epidemiology and Biostatistics, Department of Preventive Medicine, Escola Paulista de Medicina, Universidade Federal de São Paulo, São Paulo, São Paulo, CEP 04023-062, Brazil
| | - Richard Miskolci
- Section of Epidemiology and Biostatistics, Department of Preventive Medicine, Escola Paulista de Medicina, Universidade Federal de São Paulo, São Paulo, São Paulo, CEP 04023-062, Brazil
- Section of Social and Human Sciences in Health, Department of Preventive Medicine, Escola Paulista de Medicina, Universidade Federal de São Paulo, São Paulo, São Paulo, CEP 04023-062, Brazil
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Eddie D, Prindle J, Somodi P, Gerstmann I, Dilkina B, Saba SK, DiGuiseppi G, Dennis M, Davis JP. Exploring predictors of substance use disorder treatment engagement with machine learning: The impact of social determinants of health in the therapeutic landscape. JOURNAL OF SUBSTANCE USE AND ADDICTION TREATMENT 2024; 164:209435. [PMID: 38852819 PMCID: PMC11300147 DOI: 10.1016/j.josat.2024.209435] [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: 04/26/2023] [Revised: 03/15/2024] [Accepted: 05/21/2024] [Indexed: 06/11/2024]
Abstract
BACKGROUND Improved knowledge of factors that influence treatment engagement could help treatment providers and systems better engage patients. The present study used machine learning to explore associations between individual- and neighborhood-level factors, and SUD treatment engagement. METHODS This was a secondary analysis of the Global Appraisal of Individual Needs (GAIN) dataset and United States Census Bureau data utilizing random forest machine learning and generalized linear mixed modelling. Our sample (N = 15,873) included all people entering SUD treatment at GAIN sites from 2006 to 2012. Predictors included an array of demographic, psychosocial, treatment-specific, and clinical measures, as well as environment-level measures for the neighborhood in which patients received treatment. RESULTS Greater odds of treatment engagement were predicted by adolescent age and psychiatric comorbidity, and at the neighborhood-level, by low unemployment and high population density. Lower odds of treatment engagement were predicted by Black/African American race, and at the neighborhood-level by high rate of public assistance and high income inequality. Regardless of the degree of treatment engagement, individuals receiving treatment in areas with high unemployment, alcohol sale outlet concentration, and poverty had greater substance use and related problems at baseline. Although these differences reduced with treatment and over time, disparities remained. CONCLUSIONS Neighborhood-level factors appear to play an important role in SUD treatment engagement. Regardless of whether individuals engage with treatment, greater loading on social determinants of health such as unemployment, alcohol sale outlet density, and poverty in the therapeutic landscape are associated with worse SUD treatment outcomes.
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Affiliation(s)
- David Eddie
- Recovery Research Institute, Center for Addiction Medicine, Massachusetts General Hospital, USA; Department of Psychiatry, Harvard Medical School, USA.
| | - John Prindle
- Suzanne Dworak-Peck School of Social Work, University of Southern California, USA
| | - Paul Somodi
- Viterbi School of Engineering, Computer Science, University of Southern California, USA
| | - Isaac Gerstmann
- Viterbi School of Engineering, Computer Science, University of Southern California, USA
| | - Bistra Dilkina
- Viterbi School of Engineering, Computer Science, University of Southern California, USA
| | - Shaddy K Saba
- Suzanne Dworak-Peck School of Social Work, University of Southern California, USA
| | - Graham DiGuiseppi
- Suzanne Dworak-Peck School of Social Work, University of Southern California, USA
| | - Michael Dennis
- Lighthouse Institute, Chestnut Health Systems, Normal, IL, USA
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de Hoog N, Pat-El R. Social identity and health-related behavior: A systematic review and meta-analysis. Soc Sci Med 2024; 344:116629. [PMID: 38330634 DOI: 10.1016/j.socscimed.2024.116629] [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: 04/05/2023] [Revised: 01/10/2024] [Accepted: 01/21/2024] [Indexed: 02/10/2024]
Abstract
This paper examined the relationship between social identity and health-related behavior, exploring whether social identities are associated with multiple health-related behaviors or only specific ones, and whether this association varies on the type of social identity, the type of social identity measures or the expected relationship between identity and behavior. In a systematic review and meta-analysis we assessed whether the pattern of findings can be explained by the social identity approach. An extensive literature search was conducted in several databases including EBSCO-host and PubMed, using elaborate search terms related to social identity and health-related behavior. This resulted in 10728 potential articles, with 115 articles (with 248 effect sizes from 133 independent samples, N = 112.112) included in the meta-analysis. We found a small but positive overall association between social identification and health-related behavior, which was present for actual behavior, as well as for intention and attitudes. This association was stronger for health-related social identities, positive health-related behaviors, when the expected relationship was positive and when indirect social identity measures were used. However, not all findings could be explained by the social identity approach, indicating a need for further research to better understand the relationship between social identity and health-related behavior, in order to more effectively incorporate social identity into health interventions.
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Affiliation(s)
- Natascha de Hoog
- Faculty of Psychology, Department of Theory Methods and Statistics, Open University of the Netherlands, Heerlen, the Netherlands.
| | - Ron Pat-El
- Faculty of Psychology, Department of Theory Methods and Statistics, Open University of the Netherlands, Heerlen, the Netherlands
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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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Haeny AM, Lopez JA, Colón Grigas PA, Crouch MC, Davis AK, Williams M. Investigating the associations of acute psychedelic experiences and changes in racial trauma symptoms, psychological flexibility, and substance use among People with Racial and Ethnic Minoritized Identities in the United States and Canada. JOURNAL OF SUBSTANCE USE AND ADDICTION TREATMENT 2023; 149:209035. [PMID: 37019336 PMCID: PMC11134567 DOI: 10.1016/j.josat.2023.209035] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/29/2022] [Revised: 02/03/2023] [Accepted: 03/29/2023] [Indexed: 04/05/2023]
Abstract
INTRODUCTION Evidence suggests that psychedelics may serve as a therapeutic approach to reduce substance use; however, people with racial and ethnic minoritized (REM) identities are often excluded from this research. We investigated whether psychedelic use affects other substance use among REM people and whether perceived changes in psychological flexibility and racial trauma mediates this association. METHODS REM people in the United States and Canada (N = 211; 32 % Black, 29 % Asian, 18 % American Indian/Indigenous Canadian, 21 % Native Hawaiian/Pacific Islander; 57 % female; mean age = 33.1, SD = 11.2) completed an online survey retrospectively reporting their substance use, psychological flexibility, and racial trauma symptoms 30 days before and after their most memorable psychedelic experience. RESULTS Analyses showed a significant perceived reduction in alcohol (p < .0001, d = 0.54) and drug use (p = .0001, d = 0.23) from before to after the psychedelic experience. Preliminary associations found perceived reductions in racial trauma symptoms were associated with perceived reductions in alcohol use and this association varied by race, dose, ethnic identity, and change in depressive symptoms. Specifically, Indigenous participants experienced greater perceived reductions in alcohol use relative to participants who identified as Asian, Black, or other. Those who took a high dose of psychedelics experienced greater perceived reductions in alcohol use relative to those who took a low dose. Participants with a stronger ethnic identity and those with a perceived reduction in depressive symptoms experienced a perceived reduction in alcohol use. Serial mediation indicated a perceived increase in psychological flexibility and reduction in racial trauma symptoms mediated the association between acute psychedelic effects and perceived reductions in alcohol and drug use. CONCLUSION These findings suggest that psychedelic experiences may contribute to an increase in psychological flexibility and reduction in racial trauma symptoms and alcohol and drug use among REM people. REM people have been largely excluded from psychedelic treatment research even though psychedelic use is considered a traditional healing practice in many communities of color. Longitudinal studies of REM people should replicate our findings.
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Affiliation(s)
- Angela M Haeny
- Yale School of Medicine, 34 Park St, New Haven, CT 06519, USA.
| | - Joel A Lopez
- University of Connecticut, Department of Psychological Sciences, 406 Unit 1020, Babbidge Rd., Storrs, CT 06269, USA
| | - Pamela A Colón Grigas
- University of Connecticut, Department of Psychological Sciences, 406 Unit 1020, Babbidge Rd., Storrs, CT 06269, USA
| | - Maria C Crouch
- Yale School of Medicine, 34 Park St, New Haven, CT 06519, USA
| | - Alan K Davis
- Center for Psychedelic Drug Research and Education, The Ohio State University, College of Social Work, 1947 College Rd N., Columbus, OH 43210, USA; The Ohio State University, Department of Psychiatry, 370 W. 9th Avenue, Columbus, OH 43210, USA; Center for Psychedelic and Consciousness Research, Johns Hopkins University, 5510 Nathan Shock Rd., Baltimore, MD, USA
| | - Monnica Williams
- University of Ottawa, Faculty of Social Sciences, 120 University Private Social Sciences Building, Ottawa, Ontario K1N 6N5, Canada
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Haeny AM, Gibbons FX, Fleischli ME, Gerrard M, Lopez J, Beach SRH. Racial centrality mediates the association between adolescent racial discrimination and adult cigarette smoking outcomes among Black Americans. Soc Sci Med 2023; 316:115225. [PMID: 35931591 PMCID: PMC10163899 DOI: 10.1016/j.socscimed.2022.115225] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2021] [Revised: 07/01/2022] [Accepted: 07/15/2022] [Indexed: 01/11/2023]
Abstract
OBJECTIVE The objective of this study was to investigate racial centrality as a mediator of the association between Black adolescents' racial discrimination experiences and their cigarette use in early adulthood. METHODS The data were drawn from the Family and Community Health Study, which is a longitudinal study of Black American families that began in 1996. Families with a child in 5th grade who identified as Black or African American were recruited from Iowa and Georgia. At baseline, there were 838 Black American children. Hierarchical regressions and bootstrap tests of the indirect effects were used to investigate whether racial centrality at Wave 5 (mean age = 21.6 years) mediated the association between adolescent discrimination at Waves 1-4 (mean ages = 10.5-18.8 years) and adult cigarette use at wave 6 (mean age = 23.5 years). RESULTS Bivariate associations indicated racial discrimination was significantly associated positively with racial centrality and adult use of cigarettes. Racial centrality indirectly affected the association between racial discrimination and cigarette use such that greater racial centrality was associated with less cigarette use. Further, racial centrality predicted cessation among those who had smoked. Finally, racial centrality was higher among those who never smoked and those who had smoked and quit, relative to those who currently smoke. CONCLUSIONS These findings suggest that having strong Black racial centrality is a mediator that reduces the risk of cigarette use among young adults who experience racial discrimination in adolescence. In addition, racial centrality also predicts smoking cessation among young Black Americans who smoke. Translational implications of these findings are discussed.
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Lopez-Vergara HI, Zapolski TCB, Leventhal AM. Intersection of minority health, health disparities, and social determinants of health with psychopharmacology and substance use. Exp Clin Psychopharmacol 2021; 29:427-428. [PMID: 34636584 PMCID: PMC8906390 DOI: 10.1037/pha0000522] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
These articles provide a window into the breadth of issues at the intersection of MHDS with psychopharmacology and substance use. Integrating the fields of psychopharmacology and basic behavioral addictions science with research on MHDS is not only of public health importance, but can help further elucidate our understanding of human behavior in all of its complexity. As demonstrated here, a better understanding of the synergy between societal context(s) and individual-level processes can lead to interventions tailored to specific risk and resilience factors; interventions that are personalized and contextualized have the potential to improve the health of our society. We are very grateful to the authors for their contributions to this special issue. We hope that professionals from various disciplines who read this special issue become inspired to bridge psychopharmacological and social determinants perspectives in their own work, and, in turn, accelerate scientific progress within each field. (PsycInfo Database Record (c) 2021 APA, all rights reserved).
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Affiliation(s)
| | | | - Adam M. Leventhal
- Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California
- Institute for Addiction Science, University of Southern California
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