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The role of geographic scale in testing the income inequality hypothesis as an explanation of health disparities

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  • Chen, Zhuo
  • Gotway Crawford, Carol A.
Abstract
This study re-examined the role of geographic scale in measuring income inequality and testing the income inequality hypothesis (IIH) as an explanation of health disparities. We merged Behavioral Risk Factor Surveillance System (BRFSS) 2000 data with income inequality indices constructed at different geographic scales to test the association between income inequality and four different health indicators, i.e., self-assessed health status as a morbidity measure, vaccination against influenza as a measure of use of preventive healthcare, having any kind of health insurance as a measure of access, and obesity as a modifiable health risk factor measure. Multilevel models are used in our regression of the health indicators on measures of income inequalities and control variables. Our analysis suggests that because income inequality is a contextual variable, income inequalities measured at different geographic scales have different interpretations and relate to societal characteristics at different levels. Therefore, a rejection of the IIH at one level does not necessarily negate the possibility that income inequality affects health at another level. Assessment across a variety of scales is needed to have a comprehensive picture of the IIH in any given study. Empirical results also show that whether the IIH holds could depend on the sex group examined and the health indicator used, which implies different mechanisms of IIH exist for different sex groups and health indicators, in addition to the geographic scale. The role of geographic scale should be more rigorously considered in social determinants of health research.

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  • Chen, Zhuo & Gotway Crawford, Carol A., 2012. "The role of geographic scale in testing the income inequality hypothesis as an explanation of health disparities," Social Science & Medicine, Elsevier, vol. 75(6), pages 1022-1031.
  • Handle: RePEc:eee:socmed:v:75:y:2012:i:6:p:1022-1031
    DOI: 10.1016/j.socscimed.2012.04.032
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    1. Gadalla, T.M. & Fuller-Thomson, E., 2008. "Examining the lag time between state-level income inequality and individual disabilities: A multilevel analysis," American Journal of Public Health, American Public Health Association, vol. 98(12), pages 2187-2190.
    2. Lopez, Russ, 2004. "Income inequality and self-rated health in US metropolitan areas: A multi-level analysis," Social Science & Medicine, Elsevier, vol. 59(12), pages 2409-2419, December.
    3. Chen, Zhuo & Meltzer, David, 2008. "Beefing up with the Chans: Evidence for the effects of relative income and income inequality on health from the China Health and Nutrition Survey," Social Science & Medicine, Elsevier, vol. 66(11), pages 2206-2217, June.
    4. Wilkinson, Richard G & Pickett, Kate E., 2006. "Income inequality and population health: A review and explanation of the evidence," Social Science & Medicine, Elsevier, vol. 62(7), pages 1768-1784, April.
    5. Lambert, Peter J & Aronson, J Richard, 1993. "Inequality Decomposition Analysis and the Gini Coefficient Revisited," Economic Journal, Royal Economic Society, vol. 103(420), pages 1221-1227, September.
    6. Gotway C.A. & Young L.J., 2002. "Combining Incompatible Spatial Data," Journal of the American Statistical Association, American Statistical Association, vol. 97, pages 632-648, June.
    7. Ardington, Cally & Lam, David & Leibbrandt, Murray & Welch, Matthew, 2006. "The sensitivity to key data imputations of recent estimates of income poverty and inequality in South Africa," Economic Modelling, Elsevier, vol. 23(5), pages 822-835, September.
    8. Ellison, George T. H., 2002. "Letting the Gini out of the bottle? Challenges facing the relative income hypothesis," Social Science & Medicine, Elsevier, vol. 54(4), pages 561-576, February.
    9. Deaton, Angus & Lubotsky, Darren, 2003. "Mortality, inequality and race in American cities and states," Social Science & Medicine, Elsevier, vol. 56(6), pages 1139-1153, March.
    10. Judge, Ken & Mulligan, Jo-Ann & Benzeval, Michaela, 0. "Income inequality and population health," Social Science & Medicine, Elsevier, vol. 46(4-5), pages 567-579, February.
    11. Li, Hongbin & Zhu, Yi, 2006. "Income, income inequality, and health: Evidence from China," Journal of Comparative Economics, Elsevier, vol. 34(4), pages 668-693, December.
    12. Regidor, Enrique & Calle, M. Elisa & Navarro, Pedro & Domínguez, Vicente, 2003. "Trends in the association between average income, poverty and income inequality and life expectancy in Spain," Social Science & Medicine, Elsevier, vol. 56(5), pages 961-971, March.
    13. Gold, R. & Connell, Frederick A. & Heagerty, Patrick & Bezruchka, Stephen & Davis, Robert & Cawthon, Mary Lawrence, 2004. "Income inequality and pregnancy spacing," Social Science & Medicine, Elsevier, vol. 59(6), pages 1117-1126, September.
    14. Wen, Ming & Browning, Christopher R. & Cagney, Kathleen A., 2003. "Poverty, affluence, and income inequality: neighborhood economic structure and its implications for health," Social Science & Medicine, Elsevier, vol. 57(5), pages 843-860, September.
    15. Paula K. Lorgelly & Joanne Lindley, 2008. "What is the relationship between income inequality and health? Evidence from the BHPS," Health Economics, John Wiley & Sons, Ltd., vol. 17(2), pages 249-265, February.
    16. 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.
    17. Blakely, Tony A. & Lochner, Kimberly & Kawachi, Ichiro, 2002. "Metropolitan area income inequality and self-rated health--a multi-level study," Social Science & Medicine, Elsevier, vol. 54(1), pages 65-77, January.
    18. Wilkinson, R.G., 1997. "Comment: income, inequality, and social cohesion," American Journal of Public Health, American Public Health Association, vol. 87(9), pages 1504-1506.
    19. Raphael, Dennis, 2007. "Public policies and the problematic USA population health profile," Health Policy, Elsevier, vol. 84(1), pages 101-111, November.
    20. Kawachi, I. & Kennedy, B.P. & Lochner, K. & Prothrow-Stith, D., 1997. "Social capital, income inequality, and mortality," American Journal of Public Health, American Public Health Association, vol. 87(9), pages 1491-1498.
    21. Kim, Daniel & Kawachi, Ichiro & Hoorn, Stephen Vander & Ezzati, Majid, 2008. "Is inequality at the heart of it? Cross-country associations of income inequality with cardiovascular diseases and risk factors," Social Science & Medicine, Elsevier, vol. 66(8), pages 1719-1732, April.
    22. 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.
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