IDEAS home Printed from https://ideas.repec.org/a/spr/hecrev/v7y2017i1d10.1186_s13561-017-0163-5.html
   My bibliography  Save this article

Some microeconometric evidence on the relationship between health and income

Author

Listed:
  • Amélie Adeline

    (THEMA, University of Cergy-Pontoise)

  • Eric Delattre

    (THEMA, University of Cergy-Pontoise)

Abstract

This paper examines the association between income, income inequalities and health inequalities in Europe. The contribution of this paper is to study different hypotheses linking self-perceived health status and income, allowing for the identification of different mechanisms in income-related health inequalities. Using data from the Survey of Health, Ageing and Retirement in Europe (15 countries), we take the advantage of the cross-sectional and longitudinal nature of this rich database to make robust results. The analyses (coefficient estimates as well as average marginal effects) strongly support two hypotheses by showing that (i) income has a positive and concave effect on health (Absolute Income Hypothesis); (ii) income inequalities in a country affect all members in a society (strong version of the Income Inequality Hypothesis). However, our study suggests that, when considering the position of the individual in the income distribution, as well as the interaction between income inequalities and these rankings, one cannot identify individuals the most affected by income inequalities (which should be the least well-off in a society according to the weak version of the Income Inequality Hypothesis). Finally, the robustness of this study is emphasized when implementing a generalized ordered probit to consider the subjective nature of the self-perceived health status to avoid the traps encountered in previous studies.

Suggested Citation

  • Amélie Adeline & Eric Delattre, 2017. "Some microeconometric evidence on the relationship between health and income," Health Economics Review, Springer, vol. 7(1), pages 1-18, December.
    • Handle: RePEc:spr:hecrev:v:7:y:2017:i:1:d:10.1186_s13561-017-0163-5
    DOI: 10.1186/s13561-017-0163-5
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1186/s13561-017-0163-5
    File Function: Abstract
    Download Restriction: no
    File URL: https://libkey.io/10.1186/s13561-017-0163-5?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
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Angus Deaton, 2003. "Health, Inequality, and Economic Development," Journal of Economic Literature, American Economic Association, vol. 41(1), pages 113-158, March.
    2. Stefan Boes & Rainer Winkelmann, 2006. "Ordered Response Models," Springer Books, in: Olaf Hübler & Jachim Frohn (ed.), Modern Econometric Analysis, chapter 12, pages 167-181, Springer.
    3. Vincent Hildebrand & Philippe Kerm, 2009. "Income inequality and self-rated health status: Evidence from the european community household panel," Demography, Springer;Population Association of America (PAA), vol. 46(4), pages 805-825, November.
    4. Ettner, Susan L., 1996. "New evidence on the relationship between income and health," Journal of Health Economics, Elsevier, vol. 15(1), pages 67-85, February.
    5. David Cutler & Angus Deaton & Adriana Lleras-Muney, 2006. "The Determinants of Mortality," Journal of Economic Perspectives, American Economic Association, vol. 20(3), pages 97-120, Summer.
    6. Lindeboom, Maarten & van Doorslaer, Eddy, 2004. "Cut-point shift and index shift in self-reported health," Journal of Health Economics, Elsevier, vol. 23(6), pages 1083-1099, November.
    7. Andrew M. Jones & Stefanie Schurer, 2011. "How does heterogeneity shape the socioeconomic gradient in health satisfaction?," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 26(4), pages 549-579, June.
    8. 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.
    9. Wagstaff, Adam & van Doorslaer, Eddy & Watanabe, Naoko, 2003. "On decomposing the causes of health sector inequalities with an application to malnutrition inequalities in Vietnam," Journal of Econometrics, Elsevier, vol. 112(1), pages 207-223, January.
    10. 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.
    11. Magnus Lindelow, 2006. "Sometimes more equal than others: how health inequalities depend on the choice of welfare indicator," Health Economics, John Wiley & Sons, Ltd., vol. 15(3), pages 263-279, March.
    12. Hugo Benítez-Silva & Moshe Buchinsky & Hiu Man Chan & Sofia Cheidvasser & John Rust, 2004. "How large is the bias in self-reported disability?," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 19(6), pages 649-670.
    13. Carrieri, V. & Jones, A.M., 2015. "The Income-Health Relationship “Beyond the Mean†: New Evidence from Biomarkers," Health, Econometrics and Data Group (HEDG) Working Papers 15/22, HEDG, c/o Department of Economics, University of York.
    14. Eddy van Doorslaer & Xander Koolman & Andrew M. Jones, 2004. "Explaining income‐related inequalities in doctor utilisation in Europe," Health Economics, John Wiley & Sons, Ltd., vol. 13(7), pages 629-647, July.
    15. Theodossiou, I. & Zangelidis, A., 2009. "The social gradient in health: The effect of absolute income and subjective social status assessment on the individual's health in Europe," Economics & Human Biology, Elsevier, vol. 7(2), pages 229-237, July.
    16. 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.
    17. Lynch, J.W. & Kaplan, G.A. & Pamuk, E.R. & Cohen, R.D. & Heck, K.E. & Balfour, J.L. & Yen, I.H., 1998. "Income inequality and mortality in metropolitan areas of the United States," American Journal of Public Health, American Public Health Association, vol. 88(7), pages 1074-1080.
    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. Peng Nie & Qing Li & Alan A. Cohen & Alfonso Sousa-Poza, 2021. "In search of China’s income-health gradient: a biomarker-based analysis," Applied Economics, Taylor & Francis Journals, vol. 53(48), pages 5599-5618, October.
    2. Chubarova, T., 2020. "Income and consumption of medical care through the lens of protected goods' approach," Journal of the New Economic Association, New Economic Association, vol. 47(3), pages 190-196.
    3. Breunig, Christoph & Haan, Peter, 2021. "Nonparametric regression with selectively missing covariates," Journal of Econometrics, Elsevier, vol. 223(1), pages 28-52.
    4. Amaya Erro-Garcés & Maria Elena Aramendia-Muneta & María Errea & Juan M. Cabases-Hita, 2022. "Perceived Health and Earnings: Evidence from the European Working Conditions Survey 2015," IJERPH, MDPI, vol. 19(1), pages 1-15, January.
    5. Patricia Gómez-Costilla & Carmen García-Prieto & Noelia Somarriba-Arechavala, 2022. "Aging and Gender Health Gap: A Multilevel Analysis for 17 European Countries," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 160(2), pages 1051-1069, April.
    6. Christoph Breunig & Peter Haan, 2018. "Nonparametric Regression with Selectively Missing Covariates," Papers 1810.00411, arXiv.org, revised Oct 2020.

    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. Owen O'Donnell & Eddy Van Doorslaer & Tom Van Ourti, 2013. "Health and Inequality," Tinbergen Institute Discussion Papers 13-170/V, Tinbergen Institute.
    2. Costa-Font, Joan & Hernández-Quevedo, Cristina, 2012. "Measuring inequalities in health: What do we know? What do we need to know?," Health Policy, Elsevier, vol. 106(2), pages 195-206.
    3. Antony, Jürgen & Klarl, Torben, 2020. "Estimating the income inequality-health relationship for the United States between 1941 and 2015: Will the relevant frequencies please stand up?," The Journal of the Economics of Ageing, Elsevier, vol. 17(C).
    4. Hongpeng Guo & Yang Yang & Chulin Pan & Shuang Xu & Nan Yan & Qingyong Lei, 2022. "Study on the Impact of Income Gap on Health Level of Rural Residents in China," IJERPH, MDPI, vol. 19(13), pages 1-17, June.
    5. David Cantarero & Marta Pascual & Jose Maria Sarabia, 2004. "Can income inequality contribute to understand inequalities in health? An empirical approach based on the European Community Household Panel," ERSA conference papers ersa04p230, European Regional Science Association.
    6. Maite Blázquez Cuesta & Elena Cottini & Herrarte, A. (Ainhoa), 2012. "GINI DP 39: Socioeconomic Gradient in Health: How Important is Material Deprivation?," GINI Discussion Papers 39, AIAS, Amsterdam Institute for Advanced Labour Studies.
    7. Bilger, Marcel & Carrieri, Vincenzo, 2013. "Health in the cities: When the neighborhood matters more than income," Journal of Health Economics, Elsevier, vol. 32(1), pages 1-11.
    8. 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.
    9. Karlsson, Martin & Nilsson, Therese & Lyttkens, Carl Hampus & Leeson, George, 2010. "Income inequality and health: Importance of a cross-country perspective," Social Science & Medicine, Elsevier, vol. 70(6), pages 875-885, March.
    10. Andrew M. Jones & Eddy Van Doorslaer & Teresa Bago D’Uva & Silvia Balia & Lynn Gambin & Cristina Hernández Quevedo & Xander Koolman & Nigel Rice, 2006. "Health and Wealth: Empirical Findings and Political Consequences," Perspektiven der Wirtschaftspolitik, Verein für Socialpolitik, vol. 7(s1), pages 93-112, May.
    11. Ken Judge & Iain Paterson, 2001. "Poverty, Income Inequality and Health," Treasury Working Paper Series 01/29, New Zealand Treasury.
    12. Grönqvist, Hans & Johansson, Per & Niknami, Susan, 2012. "Income inequality and health: Lessons from a refugee residential assignment program," Journal of Health Economics, Elsevier, vol. 31(4), pages 617-629.
    13. MAZEIKAITE Gintare & O'DONOGHUE Cathal & SOLOGON Denisa, 2017. "Decomposing health inequality in the EU," LISER Working Paper Series 2017-02, Luxembourg Institute of Socio-Economic Research (LISER).
    14. Maite Blázquez & Elena Cottini & Ainhoa Herrarte, 2014. "The socioeconomic gradient in health: how important is material deprivation?," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 12(2), pages 239-264, June.
    15. Cuesta, Maite Blázquez & Budría, Santiago, 2015. "Income deprivation and mental well-being: The role of non-cognitive skills," Economics & Human Biology, Elsevier, vol. 17(C), pages 16-28.
    16. Van Ourti, Tom & van Doorslaer, Eddy & Koolman, Xander, 2009. "The effect of income growth and inequality on health inequality: Theory and empirical evidence from the European Panel," Journal of Health Economics, Elsevier, vol. 28(3), pages 525-539, May.
    17. David M. Cutler & Adriana Lleras-Muney & Tom Vogl, 2008. "Socioeconomic Status and Health: Dimensions and Mechanisms," NBER Working Papers 14333, National Bureau of Economic Research, Inc.
    18. Irina Denisova, 2010. "Adult mortality in Russia," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 18(2), pages 333-363, April.
    19. Shi, Xuezhu, 2022. "The health-wealth nexus for the elderly: Evidence from the booming housing market in China," Labour Economics, Elsevier, vol. 78(C).
    20. Hernández-Quevedo, Cristina & Jones, Andrew M. & Rice, Nigel, 2008. "Persistence in health limitations: A European comparative analysis," Journal of Health Economics, Elsevier, vol. 27(6), pages 1472-1488, December.

    More about this item

    Keywords

    Health inequalities; Income inequalities; Self-reported health; Europe;
    All these keywords.

    JEL classification:

    • I14 - Health, Education, and Welfare - - Health - - - Health and Inequality
    • D31 - Microeconomics - - Distribution - - - Personal Income and Wealth Distribution

    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:spr:hecrev:v:7:y:2017:i:1:d:10.1186_s13561-017-0163-5. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com/economics/journal/13561 .

    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.