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Income Inequality and Obesity among US Adults 1999–2016: Does Sex Matter?

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  • Hossein Zare

    (Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD 21205, USA
    Global Health Services and Administration, University of Maryland Global Campus (UMGC), 624 N. Broadway, Hampton House 337, Baltimore, MD 21205, USA)

  • Danielle D. Gaskin

    (Department of Population, Family and Reproductive Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD 21205, USA)

  • Roland J. Thorpe

    (Program for Research on Men’s Health, Hopkins Center for Health Disparities Solutions, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD 21205, USA)

Abstract

Obesity is a major public health problem that varies by income and sex, yet there is little evidence to determine the association between income inequality and obesity. We examined the association between income and obesity in adults ages 20 years and older and tested whether this relationship differs by sex in the United States. We used the 1999–2016 National Health and Nutrition Examination Survey (NHANES). We defined obesity if the body mass index was ≥30 kg/m 2 , and calculated the Gini coefficient (GC) to measure income inequality by using the Poverty Income Ratio. We examined the association between income and obesity using a Modified Poisson regression in a sample of 36,665 adults. We adjusted the models according to age, racial/ethnic groups, marital status, education, health behaviors, health insurance, self-reported health, and household structure. The association between income and obesity was consistently more significant among middle-income quintile and higher-income quintile men than among lower-income quintile men. The same association was not found for women; women in the highest income quintile were less likely to suffer from obesity than among lower-income quintile women. Our results suggest that policymakers should consider strategies to reduce structural inequality and encourage access to healthy foods and community-supported agricultural programs as nutritional interventions in low-income population settings.

Suggested Citation

  • Hossein Zare & Danielle D. Gaskin & Roland J. Thorpe, 2021. "Income Inequality and Obesity among US Adults 1999–2016: Does Sex Matter?," IJERPH, MDPI, vol. 18(13), pages 1-13, July.
  • Handle: RePEc:gam:jijerp:v:18:y:2021:i:13:p:7079-:d:587310
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    References listed on IDEAS

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    1. Ki-tae Kim, 2019. "Which Income Inequality Influences Which Health Indicators? Analysis of the Income Inequality Hypothesis with Market and Disposable Gini Indicators," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 146(3), pages 473-485, December.
    2. David Madden, 2013. "The Socio-Economic Gradient Of Obesity In Ireland," The Economic and Social Review, Economic and Social Studies, vol. 44(2), pages 181-196.
    3. Mohammad Hajizadeh & M. Karen Campbell & Sisira Sarma, 2014. "Socioeconomic inequalities in adult obesity risk in Canada: trends and decomposition analyses," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 15(2), pages 203-221, March.
    4. Wagstaff, Adam, 2002. "Inequality aversion, health inequalities and health achievement," Journal of Health Economics, Elsevier, vol. 21(4), pages 627-641, July.
    5. Jennifer M. Mellor & Jeffrey Milyo, 2002. "Income Inequality and Health Status in the United States: Evidence from the Current Population Survey," Journal of Human Resources, University of Wisconsin Press, vol. 37(3), pages 510-539.
    6. Felix Busch, 2020. "Gender Segregation, Occupational Sorting, and Growth of Wage Disparities Between Women," Demography, Springer;Population Association of America (PAA), vol. 57(3), pages 1063-1088, June.
    7. Christy Brady, 2016. "Decreasing Obesity and Obesity Stigma: Socio-Demographic Differences in Beliefs about Causes of and Responsibility for Obesity," Social Sciences, MDPI, vol. 5(1), pages 1-10, March.
    8. Arcaya, Mariana C. & Tucker-Seeley, Reginald D. & Kim, Rockli & Schnake-Mahl, Alina & So, Marvin & Subramanian, S.V., 2016. "Research on neighborhood effects on health in the United States: A systematic review of study characteristics," Social Science & Medicine, Elsevier, vol. 168(C), pages 16-29.
    9. Iffath Unissa Syed, 2019. "In Biomedicine, Thin Is Still In: Obesity Surveillance among Racialized, (Im)migrant, and Female Bodies," Societies, MDPI, vol. 9(3), pages 1-14, August.
    10. Von Hippel, P. & Benson, R., 2014. "Obesity and the natural environment across US counties," American Journal of Public Health, American Public Health Association, vol. 104(7), pages 1287-1293.
    11. Wardle, J. & Waller, J. & Jarvis, M.J., 2002. "Sex differences in the association of socioeconomic status with obesity," American Journal of Public Health, American Public Health Association, vol. 92(8), pages 1299-1304.
    12. Kim, Daniel & Subramanian, S.V. & Gortmaker, Steven L. & Kawachi, Ichiro, 2006. "US state- and county-level social capital in relation to obesity and physical inactivity: A multilevel, multivariable analysis," Social Science & Medicine, Elsevier, vol. 63(4), pages 1045-1059, August.
    13. Jonathan Haughton & Shahidur R. Khandker, 2009. "Handbook on Poverty and Inequality," World Bank Publications - Books, The World Bank Group, number 11985, December.
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    Cited by:

    1. Shaoqing Gong & Liang Wang & Zhongliang Zhou & Kesheng Wang & Arsham Alamian, 2022. "Income Disparities in Obesity Trends among U.S. Adults: An Analysis of the 2011–2014 California Health Interview Survey," IJERPH, MDPI, vol. 19(12), pages 1-9, June.
    2. Edward Adinkrah & Babak Najand & Arash Rahmani & Najmeh Maharlouei & Tavonia Ekwegh & Sharon Cobb & Hossein Zare, 2022. "Social Determinants of Mental, Physical, and Oral Health of Middle-Aged and Older African Americans in South Los Angeles," IJERPH, MDPI, vol. 19(24), pages 1-14, December.

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