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Spatial Disparities: The Role of Nativity in Neighborhood Exposure to Alcohol and Tobacco Retailers

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Abstract

Studies of retail environment, one of the social determinants of health, document racial/ethnic disparities in exposure to alcohol and tobacco (A and T) retailers, but have largely overlooked nativity. We examined associations between A and T retailer density and rates of foreign-born Latinx and foreign-born Asian residents in California census tracts (N = 7888), using spatial regressions and controlling for population and ecological confounders (e.g., population density, zoning, residential instability, urbanicity). Socio-demographic data came from the American Community Survey (2012–2016); census tract density of A and T retailers came from geocoded addresses from state license data for off-sale alcohol distributors and purchased data on tobacco retailers from a commercial provider. Models predicting A and T tract retailer density showed that the rate of foreign-born Latinx residents was associated with higher tobacco retailer density but lower alcohol retailer density, and demonstrate no significant associations between rate of foreign-born Asian residents tobacco and alcohol retail density. Retail environment could contribute to observed declines in immigrant health over time in the US and across generations.

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References

  1. Markides KS, Rote S. The healthy immigrant effect and aging in the United States and other western countries. Gerontologist. 2018;59(2):205–14. https://doi.org/10.1093/geront/gny136.

    Article  Google Scholar 

  2. Lopez-Gonzalez L, Aravena VC, Hummer RA. Immigrant acculturation, gender and health behavior: a research note. Soc Forces. 2005;84(1):581–93.

    Article  Google Scholar 

  3. Caetano R, Clark CL. Acculturation, alcohol consumption, smoking, and drug use among Hispanics. Acculturation: advances in theory, measurement, and applied research. Washington, DC, US: American Psychological Association; 2003. pp. 223–39.

  4. Jones SE, Pezzi C, Rodriguez-Lainz A, Whittle L. Health risk behaviors by length of time in the United States among high school students in five sites. J Immigr Minor Health. 2016;18(1):150–60. https://doi.org/10.1007/s10903-014-0151-3.

    Article  PubMed  PubMed Central  Google Scholar 

  5. Viruell-Fuentes EA, Miranda PY, Abdulrahim S. More than culture: structural racism, intersectionality theory, and immigrant health. Soc Sci Med. 2012;75(12):2099–106. https://doi.org/10.1016/j.socscimed.2011.12.037.

    Article  PubMed  Google Scholar 

  6. Abraído-Lanza AF, Echeverría SE, Flórez KR. Latino immigrants, acculturation, and health: promising new directions in research. Annu Rev Public Health. 2016;37(1):219–36. https://doi.org/10.1146/annurev-publhealth-032315-021545.

    Article  PubMed  PubMed Central  Google Scholar 

  7. Acevedo-Garcia D, Barbeau E, Bishop JA, Pan J, Emmons KM. Undoing an epidemiological paradox: the tobacco industry’s targeting of US immigrants. Am J Public Health. 2004;94(12):2188–93. https://doi.org/10.2105/AJPH.94.12.2188.

    Article  PubMed  PubMed Central  Google Scholar 

  8. Bryden A, Roberts B, McKee M, Petticrew M. A systematic review of the influence on alcohol use of community level availability and marketing of alcohol. Health Place. 2012;18(2):349–57. https://doi.org/10.1016/j.healthplace.2011.11.003.

    Article  PubMed  Google Scholar 

  9. Weitzman M, Lee L. Similarities between alcohol and tobacco advertising exposure and adolescent use of each of these substances. J Stud Alcohol Drugs Supplement. 2020. https://doi.org/10.15288/jsads.2020.s19.97.

    Article  Google Scholar 

  10. WHO. Closing the gap in a generation: health equity through action on the social determinants of health: commission on social determinants of health final report. Geneva, Switzerland: World Health Organization, Commission on Social Determinants of Health; 2008.

  11. Tsai J, Homa DM, Gentzke AS, Mahoney M, Sharapova SR, Sosnoff CS, et al. Exposure to second hand smoke among nonsmokers — United States, 1988–2014. MMWR Morb Mortal Wkly Rep. 2018;67:1342–6. https://doi.org/10.15585/mmwr.mm6748a3external.

    Article  PubMed  PubMed Central  Google Scholar 

  12. Schoenborn CA, Adams PF, Peregoy JA. Health behaviors of adults: United States, 2008–2010. Vital Health Stat 10. 2013;257:1–184.

    Google Scholar 

  13. Assari S, Bazargan M. Second-hand smoke exposure at home in the United States; minorities’ diminished returns. Int J Travel Med Glob Health. 2019;7(4):135–41. https://doi.org/10.15171/ijtmgh.2019.28.

    Article  PubMed  Google Scholar 

  14. Berke EM, Tanski SE, Demidenko E, Alford-Teaster J, Shi X, Sargent JD. Alcohol retail density and demographic predictors of health disparities: a geographic analysis. Am J Public Health. 2010;100(10):1967–71. https://doi.org/10.2105/ajph.2009.170464.

    Article  PubMed  PubMed Central  Google Scholar 

  15. Hyland A, Travers MJ, Cummings KM, Bauer J, Alford T, Wieczorek WF. Tobacco outlet density and demographics in Erie county, New York. Am J Public Health. 2003;93(7):1075–6. https://doi.org/10.2105/ajph.93.7.1075.

    Article  PubMed  PubMed Central  Google Scholar 

  16. Yu D, Peterson NA, Sheffer MA, Reid RJ, Schnieder JE. Tobacco outlet density and demographics: analysing the relationships with a spatial regression approach. Public Health. 2010;124(7):412–6. https://doi.org/10.1016/j.puhe.2010.03.024.

    Article  CAS  PubMed  Google Scholar 

  17. Connor JL, Kypri K, Bell ML, Cousins K. Alcohol outlet density, levels of drinking and alcohol-related harm in New Zealand: a national study. J Epidemiol Community Health. 2011;65(10):841.

    Article  Google Scholar 

  18. Huckle T, Huakau J, Sweetsur P, Huisman O, Casswell S. Density of alcohol outlets and teenage drinking: living in an alcogenic environment is associated with higher consumption in a metropolitan setting. Addiction. 2008;103(10):1614–21. https://doi.org/10.1111/j.1360-0443.2008.02318.x.

    Article  PubMed  Google Scholar 

  19. Lipperman-Kreda S, Mair C, Grube J, Friend K, Jackson P, Watson D. Density and proximity of tobacco outlets to homes and schools: relations with youth cigarette smoking. Prev Sci. 2014;15(5):738–44. https://doi.org/10.1007/s11121-013-0442-2.

    Article  PubMed  PubMed Central  Google Scholar 

  20. McCarthy WJ, Mistry R, Lu Y, Patel M, Zheng H, Dietsch B. Density of tobacco retailers near schools: effects on tobacco use among students. Am J Public Health. 2009;99(11):2006–13. https://doi.org/10.2105/AJPH.2008.145128.

    Article  PubMed  PubMed Central  Google Scholar 

  21. Bostean G, Crespi CM, Vorapharuek P, McCarthy WJ. E-cigarette use among students and e-cigarette specialty retailer presence near schools. Health Place. 2016;42:129–36. https://doi.org/10.1016/j.healthplace.2016.09.012.

    Article  PubMed  PubMed Central  Google Scholar 

  22. Novak SP, Reardon SF, Raudenbush SW, Buka SL. Retail tobacco outlet density and youth cigarette smoking: a propensity-modeling approach. Am J Public Health. 2006;96(4):670–6. https://doi.org/10.2105/AJPH.2004.061622.

    Article  PubMed  PubMed Central  Google Scholar 

  23. West JH, Blumberg EJ, Kelley NJ, Hill L, Sipan CL, Schmitz KE, et al. Does proximity to retailers influence alcohol and tobacco use among Latino adolescents? J Immigr Minor Health. 2010;12(5):626–33. https://doi.org/10.1007/s10903-009-9303-2.

    Article  PubMed  Google Scholar 

  24. Vyas P, Tsoh JY, Gildengorin G, Stewart SL, Yu E, Guan A, et al. Disentangling individual and neighborhood differences in the intention to quit smoking in Asian American male smokers. Prev Med Rep. 2020;18:101064. https://doi.org/10.1016/j.pmedr.2020.101064.

    Article  PubMed  PubMed Central  Google Scholar 

  25. Subica AM, Douglas JA, Kepple NJ, Villanueva S, Grills CT. The geography of crime and violence surrounding tobacco shops, medical marijuana dispensaries, and off-sale alcohol outlets in a large, urban low-income community of color. Prev Med. 2018;108:8–16. https://doi.org/10.1016/j.ypmed.2017.12.020.

    Article  PubMed  Google Scholar 

  26. Mennis J, Stahler GJ, Mason MJ. Risky substance use environments and addiction: a new frontier for environmental justice research. Int J Environ Res Public Health. 2016;13(6):607. https://doi.org/10.3390/ijerph13060607.

    Article  CAS  PubMed Central  Google Scholar 

  27. Thai ND, Connell CM, Tebes JK. Substance use among Asian American adolescents: Influence of race, ethnicity, and acculturation in the context of key risk and protective factors. Asian Am J Psychol. 2010;1(4):261–74. https://doi.org/10.1037/a0021703.

    Article  PubMed  PubMed Central  Google Scholar 

  28. Almeida J, Johnson RM, Matsumoto A, Godette DC. Substance use, generation and time in the United States: the modifying role of gender for immigrant urban adolescents. Soc Sci Med. 2012;75(12):2069–75. https://doi.org/10.1016/j.socscimed.2012.05.016.

    Article  PubMed  PubMed Central  Google Scholar 

  29. Wade B, Lariscy JT, Hummer RA. Racial/Ethnic and nativity patterns of U.S. adolescent and young adult smoking. Popul Res Policy Rev. 2013;32(3):353–71. https://doi.org/10.1007/s11113-013-9275-8.

    Article  PubMed  PubMed Central  Google Scholar 

  30. Kopak AM. The relative importance of immigrant generation for Mexican Americans’ alcohol and tobacco use from adolescence to early adulthood. J Immigr Minor Health. 2013;15(3):569–76. https://doi.org/10.1007/s10903-012-9631-5.

    Article  PubMed  Google Scholar 

  31. CDC. Asian Americans, Native Hawaiians, or Pacific Islanders and Tobacco Use 2018 March 7, 2018.

  32. Kramer Lafferty C, Heaney CA, Chen MS. Assessing decisional balance for smoking cessation among Southeast Asian males in the U.S. Health Educ Res. 1999;14(1):139–46. https://doi.org/10.1093/her/14.1.139.

    Article  Google Scholar 

  33. Ma GX, Shive S, Tan Y, Toubbeh J. Prevalence and predictors of tobacco use among Asian Americans in the Delaware valley region. Am J Public Health. 2002;92(6):1013–20. https://doi.org/10.2105/AJPH.92.6.1013.

    Article  PubMed  PubMed Central  Google Scholar 

  34. Baluja KF, Park J, Myers D. Inclusion of immigrant status in smoking prevalence statistics. Am J Public Health. 2003;93(4):642–6. https://doi.org/10.2105/AJPH.93.4.642.

    Article  PubMed  PubMed Central  Google Scholar 

  35. National Institute on Alcohol Abuse and Alcoholism. Alcohol and the Hispanic Community. National Institutes of Health. 2015. https://www.niaaa.nih.gov/publications/brochures-and-fact-sheets/alcohol-and-hispanic-community. Accessed 5 June 2019.

  36. Otero-Sabogal R, Sabogal F, Perez-Stable EJ, Hiatt RA. Dietary practices, alcohol consumption, and smoking behavior: ethnic, sex, and acculturation differences. J Natl Cancer Inst Monogr. 1995;18:73–82.

    Google Scholar 

  37. Iwamoto DK, Kaya A, Grivel M, Clinton L. Under-researched demographics: heavy episodic drinking and alcohol-related problems among Asian Americans. Alcohol Res. 2016;38(1):17–25.

    PubMed  PubMed Central  Google Scholar 

  38. Khera GS, Nakamura N. Substance use, gender, and generation status among Asian Indians in the United States. J Ethn Subst Abuse. 2018;17(3):291–302. https://doi.org/10.1080/15332640.2016.1201715.

    Article  PubMed  Google Scholar 

  39. Makimoto K. Drinking patterns and drinking problems among Asian-Americans and Pacific Islanders. Alcohol Health Res World. 1998;22(4):270–5.

    CAS  PubMed  PubMed Central  Google Scholar 

  40. Chaiton MO, Mecredy GC, Cohen JE, Tilson ML. Tobacco retail outlets and vulnerable populations in Ontario, Canada. Int J Environ Res Public Health. 2013;10(12):7299–309. https://doi.org/10.3390/ijerph10127299.

    Article  PubMed  PubMed Central  Google Scholar 

  41. American Community Survey 5-year estimates, 2013–2017. Table B06007. [Database on the Internet]. Generated by Georgiana Bostean on Feb. 20, 2019. 2017. Accessed Feb 2019.

  42. Rodriguez D, Carlos HA, Adachi-Mejia AM, Berke EM, Sargent JD. Predictors of tobacco outlet density nationwide: a geographic analysis. Tob Control. 2013;22(5):349–55. https://doi.org/10.1136/tobaccocontrol-2011-050120.

    Article  PubMed  Google Scholar 

  43. Shortt NK, Tisch C, Pearce J, Mitchell R, Richardson EA, Hill S, et al. A cross-sectional analysis of the relationship between tobacco and alcohol outlet density and neighbourhood deprivation. BMC Public Health. 2015;15(1):1014. https://doi.org/10.1186/s12889-015-2321-1.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  44. Macdonald L, Olsen JR, Shortt NK, Ellaway A. Do ‘environmental bads’ such as alcohol, fast food, tobacco, and gambling outlets cluster and co-locate in more deprived areas in Glasgow City, Scotland? Health Place. 2018;51:224–31. https://doi.org/10.1016/j.healthplace.2018.04.008.

    Article  PubMed  PubMed Central  Google Scholar 

  45. Duncan DT, Kawachi I, Melly SJ, Blossom J, Sorensen G, Williams DR. Demographic disparities in the tobacco retail environment in Boston: a citywide spatial analysis. Public Health Rep. 2014;129(2):209–15. https://doi.org/10.1177/003335491412900217.

    Article  PubMed  PubMed Central  Google Scholar 

  46. Marsh L, Vaneckova P, Robertson L, Johnson TO, Doscher C, Raskind IG, et al. Association between density and proximity of tobacco retail outlets with smoking: a systematic review of youth studies. Health Place. 2020. https://doi.org/10.1016/j.healthplace.2019.102275.

    Article  PubMed  PubMed Central  Google Scholar 

  47. U.S. Census Bureau. 2012–2016 American Community Survey 5-year estimates. 2016.

  48. Hailu A, Wasserman C. Guidelines for using rural-urban classification systems for community health assessment Washington: Washington State Department of Health, 2016 Oct. 27, 2016.

  49. US Census Bureau. TIGER/Line Shapefiles, Roads 2017. 2017.

  50. Theobald DM. Development and applications of a comprehensive land use classification and map for the US. PLoS ONE. 2014;9(4):e94628. https://doi.org/10.1371/journal.pone.0094628.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  51. Moore LV, Diez Roux AV. Associations of neighborhood characteristics with the location and type of food stores. Am J Public Health. 2006;96(2):325–31. https://doi.org/10.2105/AJPH.2004.058040.

    Article  PubMed  PubMed Central  Google Scholar 

  52. Siahpush M, Jones PR, Singh GK, Timsina LR, Martin J. Association of availability of tobacco products with socio-economic and racial/ethnic characteristics of neighbourhoods. Public Health. 2010;124(9):525–9. https://doi.org/10.1016/j.puhe.2010.04.010.

    Article  CAS  PubMed  Google Scholar 

  53. Dai H, Hao J, Catley D. Vape shop density and socio-demographic disparities: a US census tract analysis. Nicotine Tob Res. 2017;19(11):1338–44. https://doi.org/10.1093/ntr/ntx063.

    Article  PubMed  Google Scholar 

  54. Rundle A, Roux AVD, Freeman LM, Miller D, Neckerman KM, Weiss CC. The urban built environment and obesity in New York City: a multilevel analysis. Am J Health Promot. 2007. https://doi.org/10.4278/0890-1171-21.4s.326.

    Article  PubMed  Google Scholar 

  55. Rural-Urban Commuting Area Codes, 2010. 2019.

  56. Anselin L. Local indicators of spatial association—LISA. Geogr Anal. 1995;27(2):93–115. https://doi.org/10.1111/j.1538-4632.1995.tb00338.x.

    Article  Google Scholar 

  57. Anselin L. Exploring spatial data with GeoDa: a workbook. 2005.

  58. Migration Policy Institute. Migration Policy Institute tabulations of the U.S. Census Bureau American Community Survey (ACS) and Decennial Census. 2021. https://www.migrationpolicy.org/data/state-profiles/state/demographics/CA. Accessed Sep 21 2021.

  59. Eitle TM, Wahl A-MG, Aranda E. Immigrant generation, selective acculturation, and alcohol use among Latina/o adolescents. Soc Sci Res. 2009;38(3):732–42. https://doi.org/10.1016/j.ssresearch.2009.01.006.

    Article  PubMed  PubMed Central  Google Scholar 

  60. Abraído-Lanza AF, Chao MT, Flórez KR. Do healthy behaviors decline with greater acculturation?: implications for the Latino mortality paradox. Soc Sci Med. 2005;61(6):1243–55.

    Article  Google Scholar 

  61. U.S. Department of Health and Human Services. Preventing tobacco use among youth and young adults: a report of the surgeon general. Atlanta, GA: Dept. of Health and Human Services, National Center for Chronic Disease Prevention and Health Promotion, Office on Smoking and Health 2012.

  62. Stoddard P. Risk of smoking initiation among Mexican immigrants before and after immigration to the United States. Soc Sci Med. 2009;69(1):94–100. https://doi.org/10.1016/j.socscimed.2009.03.035.

    Article  PubMed  Google Scholar 

  63. Laws MB, Whitman J, Bowser DM, Krech L. Tobacco availability and point of sale marketing in demographically contrasting districts of Massachusetts. Tob Control. 2002. https://doi.org/10.1136/tc.11.suppl_2.ii71.

    Article  PubMed  PubMed Central  Google Scholar 

  64. Fotheringham AS, Wong DWS. The modifiable areal unit problem in multivariate statistical analysis. Environ Plan A: Economy Space. 1991;23(7):1025–44. https://doi.org/10.1068/a231025.

    Article  Google Scholar 

  65. Fakunle DO, Curriero FC, Leaf PJ, Furr-Holden DM, Thorpe RJ. Black, white, or green? The effects of racial composition and socioeconomic status on neighborhood-level tobacco outlet density. Ethn Health. 2019. https://doi.org/10.1080/13557858.2019.1620178.

    Article  PubMed  Google Scholar 

  66. Lee JGL, Sun DL, Schleicher NM, Ribisl KM, Luke DA, Henriksen L. Inequalities in tobacco outlet density by race, ethnicity and socioeconomic status, 2012, USA: results from the ASPiRE study. J Epidemiol Community Health. 2017;71(5):487. https://doi.org/10.1136/jech-2016-208475.

    Article  PubMed  Google Scholar 

  67. Martins MC, Diaz JE, Valiño R, Kwate NOA, Abraido-Lanza AF. Havens of risks or resources? A study of two Latino neighborhoods in New York City. J Urban Health. 2014;91(3):477–88. https://doi.org/10.1007/s11524-014-9868-5.

    Article  PubMed  PubMed Central  Google Scholar 

  68. Pickett KE, Wilkinson RG. People like us: ethnic group density effects on health. Ethn Health. 2008;13(4):321–34. https://doi.org/10.1080/13557850701882928.

    Article  PubMed  Google Scholar 

  69. Glasser AM, Roberts ME. Retailer density reduction approaches to tobacco control: a review. Health Place. 2020. https://doi.org/10.1016/j.healthplace.2020.102342.

    Article  PubMed  PubMed Central  Google Scholar 

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Acknowledgements

GB thanks Alex Thomas for assistance with previous versions of the Supplemental Figure, and Wei Kang for statistical consulting.

Funding

This study was funded by the Chapman University Office of Research (GB) and the California Tobacco-Related Disease Research Program (JD; T29IR0677).

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Bostean, G., Sánchez, L.A. & Douglas, J.A. Spatial Disparities: The Role of Nativity in Neighborhood Exposure to Alcohol and Tobacco Retailers. J Immigrant Minority Health 24, 945–955 (2022). https://doi.org/10.1007/s10903-021-01277-6

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