IDEAS home Printed from https://ideas.repec.org/p/nbr/nberwo/8328.html
   My bibliography  Save this paper

Understanding Health Disparities Across Education Groups

Author

Listed:
  • Dana Goldman
  • Darius Lakdawalla

Abstract

Better-educated people are healthier, but the magnitude of the relationship between health and education varies substantially across groups and over time. We undertake a theoretical and empirical study of how health disparities by education vary over time and across the population, according to underlying health characteristics and market forces. One surprising implication of the theory we develop is that health disparities actually increase as the price of health inputs falls. Therefore, government subsidies for health care research or even universal health insurance may worsen health inequality. Moreover, technological progress in health care will tend to raise inequality over time. The theory also implies that health disparities will be larger for sicker, older and more vulnerable groups. The first prediction is consistent with significant expansions in health disparities over the last thirty years in the US. The second is consistent with observed patterns in the National Health Interview Survey, the Medicare Current Beneficiary Survey, and the Framingham Heart Study. The returns to schooling are twice as high for the chronically ill and for those out of the labor force, and they tend to rise with age.

Suggested Citation

  • Dana Goldman & Darius Lakdawalla, 2001. "Understanding Health Disparities Across Education Groups," NBER Working Papers 8328, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:8328
    Note: EH
    as

    Download full text from publisher

    File URL: http://www.nber.org/papers/w8328.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Selma J. Mushkin, 1962. "Health as an Investment," NBER Chapters, in: Investment in Human Beings, pages 129-157, National Bureau of Economic Research, Inc.
    2. 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.
    3. Kenkel, Donald S, 1991. "Health Behavior, Health Knowledge, and Schooling," Journal of Political Economy, University of Chicago Press, vol. 99(2), pages 287-305, April.
    4. Grossman, Michael, 1972. "On the Concept of Health Capital and the Demand for Health," Journal of Political Economy, University of Chicago Press, vol. 80(2), pages 223-255, March-Apr.
    5. Muurinen, Jaana-Marja, 1982. "Demand for health: A generalised Grossman model," Journal of Health Economics, Elsevier, vol. 1(1), pages 5-28, May.
    6. Selma J. Mushkin, 1962. "Health as an Investment," Journal of Political Economy, University of Chicago Press, vol. 70(5), pages 129-129.
    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. William J. Collins & Melissa A. Thomasson, 2002. "Exploring the Racial Gap in Infant Mortality Rates, 1920-1970," Vanderbilt University Department of Economics Working Papers 0201, Vanderbilt University Department of Economics.
    2. Datta Gupta Nabanita & Lau Daniel & Pozzoli Dario, 2016. "The Impact of Education and Occupation on Temporary and Permanent Work Incapacity," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 16(2), pages 577-617, April.
    3. Sansani, Shahar, 2011. "The effects of school quality on long-term health," Economics of Education Review, Elsevier, vol. 30(6), pages 1320-1333.
    4. Leonardo Becchetti & Pierluigi Conzo & Fabio Pisani, 2018. "Education and health in Europe," Applied Economics, Taylor & Francis Journals, vol. 50(12), pages 1362-1377, March.
    5. M. Christopher Auld & Nirmal Sidhu, 2005. "Schooling, cognitive ability and health," Health Economics, John Wiley & Sons, Ltd., vol. 14(10), pages 1019-1034, October.
    6. Adriana Lleras-Muney & Frank R. Lichtenberg, 2002. "The Effect of Education on Medical Technology Adoption: Are the More Educated More Likely to Use New Drugs," NBER Working Papers 9185, National Bureau of Economic Research, Inc.
    7. Gregory, Christian & Rahkovsky, Ilya & Anekwe, Tobenna D., 2014. "Consumers’ Use of Nutrition Information When Eating Out," Economic Information Bulletin 174796, United States Department of Agriculture, Economic Research Service.
    8. M. Kate Bundorf & Laurence Baker & Sara Singer & Todd Wagner, 2004. "Consumer Demand for Health Information on the Internet," NBER Working Papers 10386, National Bureau of Economic Research, Inc.
    9. Thomas C. Buchmueller & Léontine Goldzahl, 2018. "The effect of organized breast cancer screening on mammography use: Evidence from France," Health Economics, John Wiley & Sons, Ltd., vol. 27(12), pages 1963-1980, December.
    10. Isaac Ehrlich & Yong Yin, 2005. "Explaining Diversities in Age-Specific Life Expectancies and Values of Life Saving: A Numerical Analysis," Journal of Risk and Uncertainty, Springer, vol. 31(2), pages 129-162, September.
    11. Donald Kenkel & Dean Lillard & Alan Mathios, 2006. "The Roles of High School Completion and GED Receipt in Smoking and Obesity," Journal of Labor Economics, University of Chicago Press, vol. 24(3), pages 635-660, July.
    12. Christopher H. Wheeler, 2007. "Human capital externalities and adult mortality in the U.S," Working Papers 2007-045, Federal Reserve Bank of St. Louis.
    13. Adriana Lleras-Muney, 2005. "The Relationship Between Education and Adult Mortality in the United States," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 72(1), pages 189-221.
    14. William J. Collins & Melissa A. Thomasson, 2004. "The Declining Contribution of Socioeconomic Disparities to the Racial Gap in Infant Mortality Rates, 1920‐1970," Southern Economic Journal, John Wiley & Sons, vol. 70(4), pages 746-776, April.
    15. Variyam, Jayachandran N., 2005. "Nutrition Labeling in the Food-Away-From-Home Sector: An Economic Assessment," Economic Research Report 7235, United States Department of Agriculture, Economic Research Service.
    16. Lakhanpal, Manisha & Ram, Rati, 2008. "Educational attainment and HIV/AIDS prevalence: A cross-country study," Economics of Education Review, Elsevier, vol. 27(1), pages 14-21, February.

    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. Michael Grossman, 1999. "The Human Capital Model of the Demand for Health," NBER Working Papers 7078, National Bureau of Economic Research, Inc.
    2. Andrén, Daniela & Palmer, Edward, 2001. "The Effect Of Sickness On Earnings," Working Papers in Economics 45, University of Gothenburg, Department of Economics.
    3. J.A.S. Obansa & Mohammed Yelwa & K.O. Diyoke, 2014. "The Impact of HIV/AIDS on Relative Income Differential and Economic Growth in Nigeria: 1986-2010," Journal of Empirical Economics, Research Academy of Social Sciences, vol. 2(1), pages 7-18.
    4. Costa-Font, Joan & Ljunge, Martin, 2018. "The ‘healthy worker effect’: Do healthy people climb the occupational ladder?," Economics & Human Biology, Elsevier, vol. 28(C), pages 119-131.
    5. Wagstaff, Adam & Culyer, Anthony J., 2012. "Four decades of health economics through a bibliometric lens," Journal of Health Economics, Elsevier, vol. 31(2), pages 406-439.
    6. Eriksson, Tor & Bratsberg, Bernt & Raaum, Oddbjørn, 2005. "Earnings persistence across generations: Transmission through health?," Memorandum 35/2005, Oslo University, Department of Economics.
    7. Lurås, Hilde, 2009. "A healthy lifestyle: The product of opportunities and preferences," HERO Online Working Paper Series 2001:11, University of Oslo, Health Economics Research Programme.
    8. Galama, Titus & Kapteyn, Arie, 2011. "Grossman’s missing health threshold," Journal of Health Economics, Elsevier, vol. 30(5), pages 1044-1056.
    9. Ayhan KULOĞLU & Eyyup ECEVİT, 2017. "The Relationship Between Health Development Index And Financial Development Index: Evidence From High Income Countries," Journal of Research in Economics, Politics & Finance, Ersan ERSOY, vol. 2(2), pages 83-95.
    10. Saten Kumar, 2013. "Systems GMM estimates of the health care spending and GDP relationship: a note," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 14(3), pages 503-506, June.
    11. Jaison Chireshe & Matthew K. Ocran, 2020. "Health care expenditure and health outcomes in sub‐Saharan African countries," African Development Review, African Development Bank, vol. 32(3), pages 349-361, September.
    12. Coast, Joanna, 2018. "A history that goes hand in hand: Reflections on the development of health economics and the role played by Social Science & Medicine, 1967–2017," Social Science & Medicine, Elsevier, vol. 196(C), pages 227-232.
    13. Sarah Brown & Jennifer Roberts & Karl Taylor, 2010. "Reservation wages, labour market participation and health," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 173(3), pages 501-529, July.
    14. Bolin, Kristian & Lindgren, Björn, 2014. "Non-monotonic health behaviours - implications for individual health-related behaviour in a demand-for-health framework," Working Papers in Economics 588, University of Gothenburg, Department of Economics.
    15. Yingya Yang & Liangliang Zhou & Chongmei Zhang & Xin Luo & Yihan Luo & Wei Wang, 2022. "Public Health Services, Health Human Capital, and Relative Poverty of Rural Families," IJERPH, MDPI, vol. 19(17), pages 1-14, September.
    16. Christopher P. P. Shafuda & Utpal Kumar De, 2020. "Government expenditure on human capital and growth in Namibia: a time series analysis," Journal of Economic Structures, Springer;Pan-Pacific Association of Input-Output Studies (PAPAIOS), vol. 9(1), pages 1-14, December.
    17. Govert e. Bijwaard & Hans Van Kippersluis, 2016. "Efficiency of Health Investment: Education or Intelligence?," Health Economics, John Wiley & Sons, Ltd., vol. 25(9), pages 1056-1072, September.
    18. Michaud, Pierre-Carl & van Soest, Arthur, 2008. "Health and wealth of elderly couples: Causality tests using dynamic panel data models," Journal of Health Economics, Elsevier, vol. 27(5), pages 1312-1325, September.
    19. Zakir Husain & Mousumi Dutta & Nidhi Chowdhary, 2014. "Is Health Wealth? Results of a Panel Data Analysis," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 117(1), pages 121-143, May.
    20. Majo, M.C., 2010. "A microeconometric analysis of health care utilization in Europe," Other publications TiSEM 1cf5fd2f-8146-4ef8-8eb5-e, Tilburg University, School of Economics and Management.

    More about this item

    JEL classification:

    • I1 - Health, Education, and Welfare - - Health

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:nbr:nberwo:8328. 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: the person in charge (email available below). General contact details of provider: https://edirc.repec.org/data/nberrus.html .

    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.