IDEAS home Printed from https://ideas.repec.org/a/plo/pone00/0073930.html
   My bibliography  Save this article

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

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0073930
    Download Restriction: no

    File URL: https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0073930&type=printable
    Download Restriction: no

    File URL: https://libkey.io/10.1371/journal.pone.0073930?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    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. 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.
    4. 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.
    5. 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.
    6. 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.
    7. 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.
    8. 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.
    9. 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.
    10. 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.
    11. repec:dau:papers:123456789/10510 is not listed on IDEAS
    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.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. 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.
    2. Philipp Hessel & Paul Rodríguez-Lesmes & David Torres, 2020. "Socio-economic inequalities in high blood pressure and additional risk factors for cardiovascular disease among older individuals in Colombia: Results from a nationally representative study," PLOS ONE, Public Library of Science, vol. 15(6), pages 1-12, June.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Barik, Debasis & Desai, Sonalde & Vanneman, Reeve, 2018. "Economic Status and Adult Mortality in India: Is the Relationship Sensitive to Choice of Indicators?," World Development, Elsevier, vol. 103(C), pages 176-187.
    2. Maite Blázquez & Santiago Budría, 2018. "The Effects of Over-indebtedness on Individual Health," Hacienda Pública Española / Review of Public Economics, IEF, vol. 227(4), pages 103-131, December.
    3. James Smith, 2004. "Unravelling the SES health connection," IFS Working Papers W04/02, Institute for Fiscal Studies.
    4. Peter Adams & Michael D. Hurd & Daniel L. McFadden & Angela Merrill & Tiago Ribeiro, 2004. "Healthy, Wealthy, and Wise? Tests for Direct Causal Paths between Health and Socioeconomic Status," NBER Chapters, in: Perspectives on the Economics of Aging, pages 415-526, National Bureau of Economic Research, Inc.
    5. Thomas Barnay & François Legendre, 2012. "Simultaneous causality between health status and employment status within the population aged 30-59 in France," Working Papers halshs-00856217, HAL.
    6. van Kippersluis, Hans & Van Ourti, Tom & O'Donnell, Owen & van Doorslaer, Eddy, 2009. "Health and income across the life cycle and generations in Europe," Journal of Health Economics, Elsevier, vol. 28(4), pages 818-830, July.
    7. J.C. Herbert Emery & Jesse A. Matheson, 2012. "Should income transfers be targeted or universal? Insights from public pension influences on elderly mortality in Canada, 1921–1966," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 45(1), pages 247-269, February.
    8. William N. Evans & Craig L. Garthwaite, 2014. "Giving Mom a Break: The Impact of Higher EITC Payments on Maternal Health," American Economic Journal: Economic Policy, American Economic Association, vol. 6(2), pages 258-290, May.
    9. 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.
    10. Jonathan S. Hartley & Maude Toussaint-Comeau, 2009. "Health and the savings of insured versus uninsured, working-age households in the U.S," Working Paper Series WP-09-23, Federal Reserve Bank of Chicago.
    11. Angela C. Lyons & Tansel Yilmazer, 2005. "Health and Financial Strain: Evidence from the Survey of Consumer Finances," Southern Economic Journal, John Wiley & Sons, vol. 71(4), pages 873-890, April.
    12. Bender, Keith A. & Theodossiou, Ioannis, 2009. "Controlling for endogeneity in the health-socioeconomic status relationship of the near retired," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 38(6), pages 977-987, December.
    13. Philipp Hessel & Paul Rodríguez-Lesmes & David Torres, 2020. "Socio-economic inequalities in high blood pressure and additional risk factors for cardiovascular disease among older individuals in Colombia: Results from a nationally representative study," PLOS ONE, Public Library of Science, vol. 15(6), pages 1-12, June.
    14. Paul Lee & James P. Smith & Raynard S. Kington, 2004. "The Associations Between Self-Rated Vision and Hearing and Functional Status in Middle Age," HEW 0402002, University Library of Munich, Germany.
    15. Smith, William C. & Anderson, Emily & Salinas, Daniel & Horvatek, Renata & Baker, David P., 2015. "A meta-analysis of education effects on chronic disease: The causal dynamics of the Population Education Transition Curve," Social Science & Medicine, Elsevier, vol. 127(C), pages 29-40.
    16. Michaud, Pierre-Carl & Crimmins, Eileen M. & Hurd, Michael D., 2016. "The effect of job loss on health: Evidence from biomarkers," Labour Economics, Elsevier, vol. 41(C), pages 194-203.
    17. Darrell Gaskin & Alvin Headen & Shelley White-Means, 2005. "Racial disparities in health and wealth: The effects of slavery and past discrimination," The Review of Black Political Economy, Springer;National Economic Association, vol. 32(3), pages 95-110, March.
    18. Ellen Meara, 2001. "Why is Health Related to Socioeconomic Status?," NBER Working Papers 8231, National Bureau of Economic Research, Inc.
    19. Brenes-Camacho, Gilbert, 2011. "Favourable changes in economic well-being and self-rated health among the elderly," Social Science & Medicine, Elsevier, vol. 72(8), pages 1228-1235, April.
    20. Bakshi, Sanjeev & Pathak, Prasanta, 2010. "Social context and the burden of ill health among the older adults in India," MPRA Paper 40463, University Library of Munich, Germany.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:plo:pone00:0073930. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: plosone (email available below). General contact details of provider: https://journals.plos.org/plosone/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.