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The Association of Health and Income in the Elderly: Experience from a Southern State of Brazil

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  • Gerda G Fillenbaum
  • Sergio L Blay
  • Carl F Pieper
  • Katherine E King
  • Sergio B Andreoli
  • Fábio L Gastal

Abstract

Objectives: In high income, developed countries, health status tends to improve as income increases, but primarily through the 50th-66th percentile of income. It is unclear whether the same limitation holds in middle income countries, and for both general assessments of health and specific conditions. Methods: Data were obtained from Brazil, a middle income country. In-person interviews with a representative sample of community residents age ≥60 (N=6963), in the southern state of Rio Grande do Sul, obtained information on demographic characteristics including household income and number of persons supported, general health status (self-rated health, functional status), depression, and seven physician-diagnosed, self-reported health conditions. Analyses used household income (adjusted for number supported and economies of scale) together with higher order income terms, and controlled for demographics and comorbidities, to ascertain nonlinearity between income and general and specific health measures. Results: In fully controlled analyses income was associated with general measures of health (linearly with self-rated health, nonlinearly with functional status). For specific health measures there was a consistent linear association with depression, pulmonary disorders, renal disorders, and sensory impairment. For musculoskeletal, cardiovascular (negative association), and gastrointestinal disorders this association no longer held when comorbidities were controlled. There was no association with diabetes. Conclusion: Contrary to findings in high income countries, the association of household-size-adjusted income with health was generally linear, sometimes negative, and sometimes absent when comorbidities were controlled.

Suggested Citation

  • Gerda G Fillenbaum & Sergio L Blay & Carl F Pieper & Katherine E King & Sergio B Andreoli & Fábio L Gastal, 2013. "The Association of Health and Income in the Elderly: Experience from a Southern State of Brazil," PLOS ONE, Public Library of Science, vol. 8(9), pages 1-1, September.
  • Handle: RePEc:plo:pone00:0073930
    DOI: 10.1371/journal.pone.0073930
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    References listed on IDEAS

    as
    1. Lima-Costa, M.F. & De Oliveira, C. & MacInko, J. & Marmot, M., 2012. "Socioeconomic inequalities in health in older adults in Brazil and England," American Journal of Public Health, American Public Health Association, vol. 102(8), pages 1535-1541.
    2. Seeman, Teresa & Merkin, Sharon S. & Crimmins, Eileen & Koretz, Brandon & Charette, Susan & Karlamangla, Arun, 2008. "Education, income and ethnic differences in cumulative biological risk profiles in a national sample of US adults: NHANES III (1988-1994)," Social Science & Medicine, Elsevier, vol. 66(1), pages 72-87, January.
    3. Kington, R.S. & Smith, J.P., 1997. "Socioeconomic status and racial and ethnic differences in functional status associated with chronic diseases," American Journal of Public Health, American Public Health Association, vol. 87(5), pages 805-810.
    4. Pamela Herd & Brian Goesling & James S. House, "undated". "Socioeconomic Position and Health: The Differential Effects of Education versus Income on the Onset versus Progression of Health Problems," Mathematica Policy Research Reports 441d34cf576545a8b8bd05ca7, Mathematica Policy Research.
    5. James P. Smith, 1999. "Healthy Bodies and Thick Wallets: The Dual Relation between Health and Economic Status," Journal of Economic Perspectives, American Economic Association, vol. 13(2), pages 145-166, Spring.
    6. Pedro H. G. Ferreira de Souza, 2012. "Poverty, Inequality and Social Policies in Brazil, 1995-2009," Working Papers 87, International Policy Centre for Inclusive Growth.
    7. Grace Lordan & Eliana Jimenez Soto & Richard P. C. Brown & Ignacio Correa‐Valez, 2012. "Socioeconomic status and health outcomes in a developing country," Health Economics, John Wiley & Sons, Ltd., vol. 21(2), pages 178-186, February.
    8. Luis Rosero-Bixby & William H. Dow, 2009. "Surprising SES Gradients in Mortality, Health, and Biomarkers in a Latin American Population of Adults," The Journals of Gerontology: Series B, The Gerontological Society of America, vol. 64(1), pages 105-117.
    9. repec:dau:papers:123456789/10510 is not listed on IDEAS
    10. Szwarcwald, C.L. & Mota, J.C.D. & Damacena, G.N. & Pereira, T.G.S., 2011. "Health inequalities in rio de janeiro, Brazil: Lower healthy life expectancy in socioeconomically disadvantaged areas," American Journal of Public Health, American Public Health Association, vol. 101(3), pages 517-523.
    11. James Smith & Raynard Kington, 1997. "Demographic and economic correlates of health in old age," Demography, Springer;Population Association of America (PAA), vol. 34(1), pages 159-170, February.
    12. Zimmer, Zachary, 2008. "Poverty, wealth inequality and health among older adults in rural Cambodia," Social Science & Medicine, Elsevier, vol. 66(1), pages 57-71, January.
    13. Parahyba, M.I. & Stevens, K. & Henley, W. & Lang, I.A. & Melzer, D., 2009. "Reductions in disability prevalence among the highest income groups of older Brazilians," American Journal of Public Health, American Public Health Association, vol. 99(1), pages 81-86.
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    2. Jane K L Teh & Nai Peng Tey & Sor Tho Ng, 2014. "Ethnic and Gender Differentials in Non-Communicable Diseases and Self-Rated Health in Malaysia," PLOS ONE, Public Library of Science, vol. 9(3), pages 1-8, March.

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