Abstract
Introduction
Racial/ethnic discrimination (hereafter, discrimination) is associated with tobacco use. However, little is known about the relationship between discrimination and dual/polytobacco use and tobacco use disorder (TUD), including how these relationships vary by race/ethnicity.
Methods
Data on adults 18 and older come from the 2012–2013 National Epidemiologic Survey on Alcohol and Related Conditions-III (n = 35,881). Past-year discrimination was measured using the Experiences of Discrimination scale. Past 30-day exclusive, dual, and polytobacco use was measured as the mutually exclusive use of any combination of four types of tobacco products: cigarettes, electronic nicotine delivery systems, other combustibles (i.e., cigars and pipe), and smokeless tobacco. Past-year TUD was defined according to DSM-5 criteria. Associations between discrimination and exclusive, dual, and polytobacco use and discrimination and TUD were estimated using multinomial logistic regression and logistic regression, respectively. Models were stratified by race/ethnicity (i.e., Hispanic, non-Hispanic (NH) White, NH Black, another race/ethnicity) to assess effect modification.
Results
Adults who used tobacco and who had TUD was 24.2% and 19.2%, respectively. More discrimination was associated with higher odds of exclusive, dual, and polytobacco use as well as TUD. Models stratified by race/ethnicity suggest that discrimination was associated with dual/polytobacco use among NH Black adults (OR: 1.05, 95% CI: 1.002–1.11) and NH White adults (OR: 1.18, 95% CI: 1.13–1.22). While more discrimination was associated with TUD among all racial/ethnic groups, the relationship was the strongest for NH White adults.
Conclusions
Discrimination was associated with more severe tobacco use outcomes among multiple racial/ethnic groups, but associations were the strongest for NH White adults.
This is a preview of subscription content, access via your institution.
Data Availability
The NESARC-III data are limited access and must be requested from the US National Institute on Alcohol Abuse and Alcoholism (NIAAA) at https://www.niaaa.nih.gov/research/nesarc-iii/nesarc-iii-data-access.
References
Gentzke AS, Wang TW, Cornelius M, Park-Lee E, Ren C, Sawdey MD, et al. Tobacco product use and associated factors among middle and high school students - National Youth Tobacco Survey, United States, 2022. MMWR Surveill Summ. 2022;71(5):1–29. https://doi.org/10.15585/mmwr.ss7105a1.
Cornelius ME, Loretan CG, Wang TW, Jamal A, Homa DM. Tobacco product use among adults - United States, 2020. MMWR Morb Mortal Wkly Rep. 2022;71(11):397–405. https://doi.org/10.15585/mmwr.mm7111a1.
Fix BV, O’Connor RJ, Vogl L, Smith D, Bansal-Travers M, Conway KP, et al. Patterns and correlates of polytobacco use in the United States over a decade: NSDUH 2002–2011. Addict Behav. 2014;39(4):768–81. https://doi.org/10.1016/j.addbeh.2013.12.015.
Hirschtick JL, Mattingly DT, Cho B, Arciniega LZ, Levy DT, Sanchez-Romero LM, et al. Exclusive, dual, and polytobacco use among US adults by sociodemographic factors: results from 3 nationally representative surveys. Am J Health Promot. 2021;35(3):377–87. https://doi.org/10.1177/0890117120964065.
Cho B, Hirschtick JL, Usidame B, Meza R, Mistry R, Land SR, et al. Sociodemographic patterns of exclusive, dual, and polytobacco use among U.S. high school students: a comparison of three nationally representative surveys. J Adolesc Health. 2021;68(4):750–7. https://doi.org/10.1016/j.jadohealth.2020.11.019.
Mattingly DT, Zavala-Arciniega L, Hirschtick JL, Meza R, Levy DT, Fleischer NL. Trends in exclusive, dual and polytobacco use among U.S. adults, 2014–2019: results from two nationally representative surveys. Int J Environ Res Public Health. 2021;18(24). https://doi.org/10.3390/ijerph182413092.
Marques P, Piqueras L, Sanz MJ. An updated overview of e-cigarette impact on human health. Respir Res. 2021;22(1):151.
Versella MV, Leyro TM. Electronic cigarettes and nicotine harm-reduction. Curr Opin Psychol. 2019;30:29–34.
Sung HY, Wang Y, Yao T, Lightwood J, Max W. Polytobacco use and nicotine dependence symptoms among US adults, 2012–2014. Nicotine Tob Res. 2018;20(suppl_1):S88–98. https://doi.org/10.1093/ntr/nty050.
Soule EK, Pomeranz JL, Moorhouse MD, Barnett TE. Multiple tobacco use and increased nicotine dependence among people with disabilities. Disabil Health J. 2015;8(2):258–63. https://doi.org/10.1016/j.dhjo.2014.09.004.
Rostron BL, Schroeder MJ, Ambrose BK. Dependence symptoms and cessation intentions among US adult daily cigarette, cigar, and e-cigarette users, 2012–2013. BMC Public Health. 2016;16(1):814. https://doi.org/10.1186/s12889-016-3510-2.
Choi K, Inoue-Choi M, McNeel TS, Freedman ND. Mortality risks of dual- and poly-tobacco product users in the United States. Am J Epidemiol. 2019. https://doi.org/10.1093/aje/kwz143.
Jackson SE, Shahab L, West R, Brown J. Associations between dual use of e-cigarettes and smoking cessation: a prospective study of smokers in England. Addict Behav. 2020;103:106230. https://doi.org/10.1016/j.addbeh.2019.106230.
Williams DR. Stress and the mental health of populations of color: advancing our understanding of race-related stressors. J Health Soc Behav. 2018;59(4):466–85. https://doi.org/10.1177/0022146518814251.
Davis BA. Discrimination: a social determinant of health inequities. Health Affairs Forefront [Internet]. 2020. Available from: https://www.healthaffairs.org/do/10.1377/forefront.20200220.518458/full/. Accessed 15 September 2022.
Pascoe EA, Smart RL. Perceived discrimination and health: a meta-analytic review. Psychol Bull. 2009;135(4):531–54. https://doi.org/10.1037/a0016059.
Williams DR, Lawrence JA, Davis BA, Vu C. Understanding how discrimination can affect health. Health Serv Res. 2019;54(Suppl 2):1374–88. https://doi.org/10.1111/1475-6773.13222.
Brondolo E, Gallo LC, Myers HF. Race, racism and health: disparities, mechanisms, and interventions. J Behav Med. 2009;32(1):1–8. https://doi.org/10.1007/s10865-008-9190-3.
Lee RT, Perez AD, Boykin CM, Mendoza-Denton R. On the prevalence of racial discrimination in the United States. PLoS One. 2019;14(1):e0210698. https://doi.org/10.1371/journal.pone.0210698.
Cobbinah SS, Lewis J. Racism & health: a public health perspective on racial discrimination. J Eval Clin Pract. 2018;24(5):995–8. https://doi.org/10.1111/jep.12894.
Williams DR, Neighbors HW, Jackson JS. Racial/ethnic discrimination and health: findings from community studies. Am J Public Health. 2003;93(2):200–8. https://doi.org/10.2105/AJPH.93.2.200.
Amaro H, Sanchez M, Bautista T, Cox R. Social vulnerabilities for substance use: stressors, socially toxic environments, and discrimination and racism. Neuropharmacology. 2021;188:108518. https://doi.org/10.1016/j.neuropharm.2021.108518.
Gerrard M, Stock ML, Roberts ME, Gibbons FX, O’Hara RE, Weng CY, et al. Coping with racial discrimination: the role of substance use. Psychol Addict Behav. 2012;26(3):550–60. https://doi.org/10.1037/a0027711.
Mattingly DT, Fleischer NL, Colston DC, Mezuk B. Perceived racial discrimination and polysubstance use among African American and Afro-Caribbean adults: results from the National Survey of American Life. J Ethn Subst Abuse. 2020:1–20. https://doi.org/10.1080/15332640.2020.1836700.
Rose SW, Mayo A, Ganz O, Perreras L, D’Silva J, Cohn A. Perceived racial/ethnic discrimination, marketing, and substance use among young adults. J Ethn Subst Abuse. 2019;18(4):558–77. https://doi.org/10.1080/15332640.2018.1425949.
Unger JB. Perceived discrimination as a risk factor for use of emerging tobacco products: more similarities than differences across demographic groups and attributions for discrimination. Subst Use Misuse. 2018;53(10):1638–44. https://doi.org/10.1080/10826084.2017.1421226.
Read UM, Karamanos A, Joao Silva M, Molaodi OR, Enayat ZE, Cassidy A, et al. The influence of racism on cigarette smoking: longitudinal study of young people in a British multiethnic cohort. PLoS One. 2018;13(1):e0190496. https://doi.org/10.1371/journal.pone.0190496.
Webb Hooper M, Calixte-Civil P, Verzijl C, Brandon KO, Asfar T, Koru-Sengul T, et al. Associations between perceived racial discrimination and tobacco cessation among diverse treatment seekers. Ethn Dis. 2020;30(3):411–20. https://doi.org/10.18865/ed.30.3.411.
Jackson A, Fleischli ME, Haeny A, Rose SW, Fagan P, Krishnan-Sarin S, et al. Association of non-cigarette tobacco advertisements and racial discrimination with non-cigarette tobacco product use among Black adults. Nicotine Tob Res. 2022;ntac226. https://doi.org/10.1093/ntr/ntac226.
Banks DE, Clifton RL, Wheeler PB. Racial identity, discrimination, and polysubstance use: examining culturally relevant correlates of substance use profiles among Black young adults. Psychol Addict Behav. 2021;35(2):224–30. https://doi.org/10.1037/adb0000690.
Hasin DS, Greenstein E, Aivadyan C, Stohl M, Aharonovich E, Saha T, et al. The Alcohol Use Disorder and Associated Disabilities Interview Schedule-5 (AUDADIS-5): procedural validity of substance use disorders modules through clinical re-appraisal in a general population sample. Drug Alcohol Depend. 2015;148:40–6. https://doi.org/10.1016/j.drugalcdep.2014.12.011.
Grant BF, Chu A, Sigman R, Amsbary M, Kali J, Sugawara Y, et al. National Epidemiologic Survey on Alcohol and Related Conditions-III (NESARC-III) source and accuracy statement. 2014. https://www.niaaa.nih.gov/sites/default/files/NESARC_Final_Report_FINAL_1_8_15.pdf. Accessed 15 September 2022.
Grant BF, Goldstein RB, Saha TD, Chou SP, Jung J, Zhang H, et al. Epidemiology of DSM-5 alcohol use disorder: results from the National Epidemiologic Survey on Alcohol and Related Conditions III. JAMA Psychiat. 2015;72(8):757–66. https://doi.org/10.1001/jamapsychiatry.2015.0584.
Krieger N, Smith K, Naishadham D, Hartman C, Barbeau EM. Experiences of discrimination: validity and reliability of a self-report measure for population health research on racism and health. Soc Sci Med. 2005;61(7):1576–96. https://doi.org/10.1016/j.socscimed.2005.03.006.
McCabe SE, Hughes TL, Matthews AK, Lee JGL, West BT, Boyd CJ, et al. Sexual orientation discrimination and tobacco use disparities in the United States. Nicotine Tob Res. 2019;21(4):523–31. https://doi.org/10.1093/ntr/ntx283.
American Psychiatric Association. Diagnostic and Statistical Manual of Mental Disorders, 5th ed. Washington DC: American Psychiatric Association. 2013.
DuPont RL, Han B, Shea CL, Madras BK. Drug use among youth: national survey data support a common liability of all drug use. Prev Med. 2018;113:68–73. https://doi.org/10.1016/j.ypmed.2018.05.015.
Palmer RH, Button TM, Rhee SH, Corley RP, Young SE, Stallings MC, et al. Genetic etiology of the common liability to drug dependence: evidence of common and specific mechanisms for DSM-IV dependence symptoms. Drug Alcohol Depend. 2012;123(Suppl 1):S24-32. https://doi.org/10.1016/j.drugalcdep.2011.12.015.
Mayrl D, Saperstein A. When White people report racial discrimination: the role of region, religion, and politics. Soc Sci Res. 2013;42(3):742–54. https://doi.org/10.1016/j.ssresearch.2012.12.007.
Isom Scott, DA. Understanding White Americans’ perceptions of “reverse” discrimination: An application of a new theory of status dissonance. Advances in Group Processes. Emerald Publishing Limited, Bingley. 2018;35:129–157. https://doi.org/10.1108/S0882-614520180000035006.
Wilkins CL, Kaiser CR. Racial progress as threat to the status hierarchy: implications for perceptions of anti-White bias. Psychol Sci. 2014;25(2):439–46. https://doi.org/10.1177/0956797613508412.
Bleich SN, Findling MG, Casey LS, Blendon RJ, Benson JM, SteelFisher GK, et al. Discrimination in the United States: experiences of Black Americans. Health Serv Res. 2019;54(Suppl 2):1399–408. https://doi.org/10.1111/1475-6773.13220.
Findling MG, Bleich SN, Casey LS, Blendon RJ, Benson JM, Sayde JM, et al. Discrimination in the United States: experiences of Latinos. Health Serv Res. 2019;54(Suppl 2):1409–18. https://doi.org/10.1111/1475-6773.13216.
Spence ND, Wells S, Graham K, George J. Racial discrimination, cultural resilience, and stress. Can J Psychiatry. 2016;61(5):298–307. https://doi.org/10.1177/0706743716638653.
Andrade N, Ford AD, Alvarez C. Discrimination and Latino health: a systematic review of risk and resilience. Hisp Health Care Int. 2021;19(1):5–16. https://doi.org/10.1177/1540415320921489.
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. 2022;115225. https://doi.org/10.1016/j.socscimed.2022.115225.
Thoits PA. Stress and health: major findings and policy implications. J Health Soc Behav. 2010;51(Suppl):S41-53. https://doi.org/10.1177/0022146510383499.
McLeod JD. The meanings of stress: expanding the stress process model. Society and Mental Health. 2012;2(3):172–86. https://doi.org/10.1177/2156869312452877.
Pearlin LI, Schooler C. The structure of coping. J Health Soc Behav. 1978;19(1):2–21. https://doi.org/10.2307/2136319.
Mezuk B, Abdou CM, Hudson D, Kershaw KN, Rafferty JA, Lee H, et al. “White box” epidemiology and the social neuroscience of health behaviors: the environmental affordances model. Soc Ment Health. 2013;3(2). https://doi.org/10.1177/2156869313480892.
Hicken MT, Kravitz-Wirtz N, Durkee M, Jackson JS. Racial inequalities in health: framing future research. Soc Sci Med. 2018;199:11–8. https://doi.org/10.1016/j.socscimed.2017.12.027.
Hagiwara N, Alderson CJ, Mezuk B. Differential effects of personal-level vs group-level racial discrimination on health among Black Americans. Ethn Dis. 2016;26(3):453–60. https://doi.org/10.18865/ed.26.3.453.
Chaiyachati BH, Pena MM, Montoya-Williams D. The complicated inadequacy of race and ethnicity data. JAMA Pediatr. 2022;176(7):631–2. https://doi.org/10.1001/jamapediatrics.2022.0525.
Acknowledgements
The data used in this manuscript were limited access and obtained from the National Institute on Alcohol Abuse and Alcoholism (NIAAA).
Funding
This work was supported by the National Cancer Institute of the National Institutes of Health and the Food and Drug Administration's Center for Tobacco Products (grant number U54CA229974 to N.L.F.). The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Institutes of Health or Food and Drug Administration.
Author information
Authors and Affiliations
Contributions
All authors contributed to the study conception and design. Material preparation and data analysis were performed by Delvon T. Mattingly. The first draft of the manuscript was written by Delvon T. Mattingly, and all authors commented on previous versions of the manuscript. All authors read and approved the final manuscript.
Corresponding author
Ethics declarations
Competing Interests
The authors declare no competing interests.
Disclaimer
The findings associated with this work do not necessarily represent the official views of the NIAAA.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary Information
Below is the link to the electronic supplementary material.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Mattingly, D.T., Mezuk, B., Elliott, M.R. et al. Discrimination and Tobacco Use Outcomes Among US Adults: Effect Modification by Race/Ethnicity. J. Racial and Ethnic Health Disparities (2023). https://doi.org/10.1007/s40615-023-01527-3
Received:
Revised:
Accepted:
Published:
DOI: https://doi.org/10.1007/s40615-023-01527-3
Keywords
- Discrimination
- Health disparities
- Tobacco
- Polytobacco