IDEAS home Printed from https://ideas.repec.org/a/oup/jeurec/v19y2021i1p536-579..html
   My bibliography  Save this article

Accounting for the Rise of Health Spending and Longevity

Author

Listed:
  • Raquel Fonseca
  • Pierre-Carl Michaud
  • Titus Galama
  • Arie Kapteyn

Abstract

We estimate a stochastic life-cycle model of endogenous health spending, asset accumulation, and retirement to investigate the causes behind the increase in health spending and longevity in the United States over the period 1965–2005. Accounting for changes over time in taxes, transfers, Social Security, income, health insurance, smoking and obesity, and technological progress, we estimate that technological progress is responsible for half of the increase in life expectancy over the period. Substantial growth in health spending over the period is largely the result of growth in economic resources and the generosity of health insurance, with a modest role for medical technological progress. The growth in spending does not come from changes in a single source, but sources jointly interacted to increase spending: complementarity effects explain up to 26.3% of the increase in health spending. Overall, for those born in 1940, the combined changes in resources and health insurance that occurred over the period are valued at 35.7% of lifetime consumption.

Suggested Citation

  • Raquel Fonseca & Pierre-Carl Michaud & Titus Galama & Arie Kapteyn, 2021. "Accounting for the Rise of Health Spending and Longevity," Journal of the European Economic Association, European Economic Association, vol. 19(1), pages 536-579.
  • Handle: RePEc:oup:jeurec:v:19:y:2021:i:1:p:536-579.
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/10.1093/jeea/jvaa003
    Download Restriction: Access to full text is restricted to subscribers.
    ---><---

    As the access to this document is restricted, you may want to look for a different version below or search for a different version of it.

    Other versions of this item:

    References listed on IDEAS

    as
    1. Halliday, Timothy J. & He, Hui & Ning, Lei & Zhang, Hao, 2019. "Health Investment Over The Life-Cycle," Macroeconomic Dynamics, Cambridge University Press, vol. 23(1), pages 178-215, January.
    2. Joseph E. Aldy & W. Kip Viscusi, 2004. "Age Variations in Workers' Value of Statistical Life," NBER Working Papers 10199, National Bureau of Economic Research, Inc.
    3. Manning, Willard G, et al, 1987. "Health Insurance and the Demand for Medical Care: Evidence from a Randomized Experiment," American Economic Review, American Economic Association, vol. 77(3), pages 251-277, June.
    4. Cutler, David M. & Lange, Fabian & Meara, Ellen & Richards-Shubik, Seth & Ruhm, Christopher J., 2011. "Rising educational gradients in mortality: The role of behavioral risk factors," Journal of Health Economics, Elsevier, vol. 30(6), pages 1174-1187.
    5. Yogo, Motohiro, 2016. "Portfolio choice in retirement: Health risk and the demand for annuities, housing, and risky assets," Journal of Monetary Economics, Elsevier, vol. 80(C), pages 17-34.
    6. Tauchen, George, 1986. "Finite state markov-chain approximations to univariate and vector autoregressions," Economics Letters, Elsevier, vol. 20(2), pages 177-181.
    7. Pierre-Olivier Gourinchas & Jonathan A. Parker, 2002. "Consumption Over the Life Cycle," Econometrica, Econometric Society, vol. 70(1), pages 47-89, January.
    8. James P. Smith, 2007. "The Impact of Socioeconomic Status on Health over the Life-Course," Journal of Human Resources, University of Wisconsin Press, vol. 42(4).
    9. David M. Blau & Donna B. Gilleskie, 2008. "The Role Of Retiree Health Insurance In The Employment Behavior Of Older Men," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 49(2), pages 475-514, May.
    10. Mariacristina De Nardi & Eric French & John B. Jones, 2010. "Why Do the Elderly Save? The Role of Medical Expenses," Journal of Political Economy, University of Chicago Press, vol. 118(1), pages 39-75, February.
    11. Ernst R. Berndt & David M. Cutler & Richard Frank & Zvi Griliches & Joseph P. Newhouse & Jack E. Triplett, 2001. "Price Indexes for Medical Care Goods and Services -- An Overview of Measurement Issues," NBER Chapters, in: Medical Care Output and Productivity, pages 141-200, National Bureau of Economic Research, Inc.
    12. 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.
    13. David Card & Carlos Dobkin & Nicole Maestas, 2008. "The Impact of Nearly Universal Insurance Coverage on Health Care Utilization: Evidence from Medicare," American Economic Review, American Economic Association, vol. 98(5), pages 2242-2258, December.
    14. David M. Cutler & Ernst R. Berndt, 2001. "Medical Care Output and Productivity," NBER Books, National Bureau of Economic Research, Inc, number cutl01-1, March.
    15. 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.
    16. Julien Hugonnier & Florian Pelgrin, 2013. "Health and (Other) Asset Holdings," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 80(2), pages 663-710.
    17. Kevin M. Murphy & Robert H. Topel, 2006. "The Value of Health and Longevity," Journal of Political Economy, University of Chicago Press, vol. 114(5), pages 871-904, October.
    18. Pelgrin, Florian & St-Amour, Pascal, 2016. "Life cycle responses to health insurance status," Journal of Health Economics, Elsevier, vol. 49(C), pages 76-96.
    19. Unknown, 1986. "Letters," Choices: The Magazine of Food, Farm, and Resource Issues, Agricultural and Applied Economics Association, vol. 1(4), pages 1-9.
    20. Ruhm Christopher J, 2007. "Current and Future Prevalence of Obesity and Severe Obesity in the United States," Forum for Health Economics & Policy, De Gruyter, vol. 10(2), pages 1-28, September.
    21. Jonathan Skinner & Douglas Staiger, 2015. "Technology Diffusion and Productivity Growth in Health Care," The Review of Economics and Statistics, MIT Press, vol. 97(5), pages 951-964, December.
    22. Joseph P. Newhouse, 1992. "Medical Care Costs: How Much Welfare Loss?," Journal of Economic Perspectives, American Economic Association, vol. 6(3), pages 3-21, Summer.
    23. John Karl Scholz & Ananth Seshadri, 2010. "Health and Wealth in a Life Cycle Model," Working Papers wp224, University of Michigan, Michigan Retirement Research Center.
    24. Richard M. H. Suen, 2005. "Technological Advance and the Growth in Health Care Spending," Economie d'Avant Garde Research Reports 13, Economie d'Avant Garde.
    25. Khwaja, Ahmed, 2010. "Estimating willingness to pay for medicare using a dynamic life-cycle model of demand for health insurance," Journal of Econometrics, Elsevier, vol. 156(1), pages 130-147, May.
    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. Svetlana Pashchenko & Ponpoje Porapakkarm, 2022. "Value of life and annuity demand," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 89(2), pages 371-396, June.
    2. Lazuka, Volha, 2021. "Heterogeneous Returns to Medical Innovations," Lund Papers in Economic History 225, Lund University, Department of Economic History.
    3. Svetlana Pashchenko & Ponpoje (Poe) Porapakkarm & Mariacristina De Nardi, 2017. "The Lifetime Costs of Bad Health," 2017 Meeting Papers 533, Society for Economic Dynamics.
    4. Juergen Jung & Chung Tran, 2016. "Market Inefficiency, Insurance Mandate and Welfare: U.S. Health Care Reform 2010," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 20, pages 132-159, April.
    5. Kuhn, Michael & Frankovic, Ivan & Wrzaczek, Stefan, 2017. "Medical Progress, Demand for Health Care, and Economic Performance," VfS Annual Conference 2017 (Vienna): Alternative Structures for Money and Banking 168249, Verein für Socialpolitik / German Economic Association.
    6. Kelly, Mark, 2017. "Health capital accumulation, health insurance, and aggregate outcomes: A neoclassical approach," Journal of Macroeconomics, Elsevier, vol. 52(C), pages 1-22.
    7. Jung, Juergen & Tran, Chung, 2022. "Social health insurance: A quantitative exploration," Journal of Economic Dynamics and Control, Elsevier, vol. 139(C).
    8. Ivan Frankovic & Michael Kuhn & Stefan Wrzaczek, 2020. "On the Anatomy of Medical Progress Within an Overlapping Generations Economy," De Economist, Springer, vol. 168(2), pages 215-257, June.
    9. Titus J. Galama & Hans van Kippersluis, 2015. "A Theory of Education and Health," CINCH Working Paper Series 1503, Universitaet Duisburg-Essen, Competent in Competition and Health, revised Mar 2015.
    10. Frankovic, Ivan & Kuhn, Michael, 2023. "Health insurance, endogenous medical progress, health expenditure growth, and welfare," Journal of Health Economics, Elsevier, vol. 87(C).
    11. Jung, Juergen & Tran, Chung & Chambers, Matthew, 2017. "Aging and health financing in the U.S.: A general equilibrium analysis," European Economic Review, Elsevier, vol. 100(C), pages 428-462.
    12. Hui He & Kevin X.D. Huang & Lei Ning, 2021. "Why Do Americans Spend So Much More On Health Care Than Europeans?," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 62(4), pages 1363-1399, November.
    13. Kelly, Mark & Kuhn, Michael, 2022. "Congestion in a public health service: A macro approach," Journal of Macroeconomics, Elsevier, vol. 74(C).
    14. Volha Lazuka, 2022. "Household and individual economic responses to different health shocks: The role of medical innovations," Papers 2206.03306, arXiv.org, revised Nov 2022.
    15. Juergen Jung & Chung Tran, 2018. "Optimal Progressive Income Taxation in a Bewley-Grossman Framework," ANU Working Papers in Economics and Econometrics 2018-662, Australian National University, College of Business and Economics, School of Economics.
    16. Pelgrin, Florian & St-Amour, Pascal, 2016. "Life cycle responses to health insurance status," Journal of Health Economics, Elsevier, vol. 49(C), pages 76-96.
    17. Volker Grossmann, 2021. "Medical Innovations and Ageing: A Health Economics Perspective," CESifo Working Paper Series 9387, CESifo.
    18. FUKAI Taiyo & ICHIMURA Hidehiko & KITAO Sagiri & MIKOSHIBA Minamo, 2021. "Medical Expenditures over the Life Cycle: Persistent Risks and Insurance," Discussion papers 21073, Research Institute of Economy, Trade and Industry (RIETI).
    19. Dierk Herzer, 2022. "The macro‐level effect of religiosity on health," Health Economics, John Wiley & Sons, Ltd., vol. 31(6), pages 993-1011, June.
    20. Feldman, Maria & Pretnar, Nick, 2023. "The Causal Factors Driving the Rise in U.S. Health-services Prices," MPRA Paper 118169, University Library of Munich, Germany.
    21. Frankovic, Ivan & Kuhn, Michael, 2018. "Health insurance, endogenous medical progress, and health expenditure growth," ECON WPS - Working Papers in Economic Theory and Policy 01/2018, TU Wien, Institute of Statistics and Mathematical Methods in Economics, Economics Research Unit.
    22. Juergen Jung & Chung Tran, 2016. "Market Inefficiency, Insurance Mandate and Welfare: U.S. Health Care Reform 2010," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 20, pages 132-159, April.
    23. Titus Galama, 2011. "A Contribution to Health Capital Theory," Working Papers WR-831, RAND Corporation.
    24. Frankovic, Ivan & Kuhn, Michael, 2019. "Access to health care, medical progress and the emergence of the longevity gap: A general equilibrium analysis," The Journal of the Economics of Ageing, Elsevier, vol. 14(C).

    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. Juergen Jung & Chung Tran, 2016. "Market Inefficiency, Insurance Mandate and Welfare: U.S. Health Care Reform 2010," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 20, pages 132-159, April.
    2. Julien Hugonnier & Florian Pelgrin & Pascal St‐Amour, 2020. "Closing down the shop: Optimal health and wealth dynamics near the end of life," Health Economics, John Wiley & Sons, Ltd., vol. 29(2), pages 138-153, February.
    3. Mariacristina De Nardi & Eric French & John Bailey Jones, 2016. "Savings After Retirement: A Survey," Annual Review of Economics, Annual Reviews, vol. 8(1), pages 177-204, October.
    4. Reona Hagiwara, 2022. "Welfare Effects of Health Insurance Reform: The Role of Elastic Medical Demand," IMES Discussion Paper Series 22-E-05, Institute for Monetary and Economic Studies, Bank of Japan.
    5. Jung, Juergen & Tran, Chung & Chambers, Matthew, 2017. "Aging and health financing in the U.S.: A general equilibrium analysis," European Economic Review, Elsevier, vol. 100(C), pages 428-462.
    6. Kai (Jackie) Zhao, 2011. "Social Security and the Rise in Health Spending: A Macroeconomic Analysis," 2011 Meeting Papers 1061, Society for Economic Dynamics.
    7. Pelgrin, Florian & St-Amour, Pascal, 2016. "Life cycle responses to health insurance status," Journal of Health Economics, Elsevier, vol. 49(C), pages 76-96.
    8. Jung, Juergen & Tran, Chung, 2022. "Social health insurance: A quantitative exploration," Journal of Economic Dynamics and Control, Elsevier, vol. 139(C).
    9. Elena Capatina, 2012. "Life Cycle Effects of Health Risk," Working Papers 201216, ARC Centre of Excellence in Population Ageing Research (CEPAR), Australian School of Business, University of New South Wales.
    10. Fonseca, Raquel & Michaud, Pierre-Carl & Galama, Titus & Kapteyn, Arie, 2009. "On The Rise of Health Spending and Longevity," IZA Discussion Papers 4622, Institute of Labor Economics (IZA).
    11. Eric French & John Bailey Jones, 2017. "Health, Health Insurance, and Retirement: A Survey," Annual Review of Economics, Annual Reviews, vol. 9(1), pages 383-409, September.
    12. Mariacristina De Nardi & Eric French & John Bailey Jones, 2016. "Medicaid Insurance in Old Age," American Economic Review, American Economic Association, vol. 106(11), pages 3480-3520, November.
    13. Juergen Jung & Chung Tran, 2008. "The Macroeconomics of Health Savings Accounts," CAEPR Working Papers 2007-023, Center for Applied Economics and Policy Research, Department of Economics, Indiana University Bloomington.
    14. Raquel Fonseca & François Langot & Pierre-Carl Michaud & Thepthida Sopraseuth, 2020. "Understanding Cross-country Differences in Health Status and Expenditures," NBER Working Papers 26876, National Bureau of Economic Research, Inc.
    15. Carbone, Jared C. & Kverndokk, Snorre, 2014. "Individual investments in education and health," HERO Online Working Paper Series 2014:1, University of Oslo, Health Economics Research Programme.
    16. Titus J. Galama & Hans van Kippersluis, 2013. "Health Inequalities through the Lens of Health Capital Theory: Issues, Solutions, and Future Directions," Tinbergen Institute Discussion Papers 13-076/V, Tinbergen Institute.
    17. Zhao, Kai, 2014. "Social security and the rise in health spending," Journal of Monetary Economics, Elsevier, vol. 64(C), pages 21-37.
    18. Antoine Bommier & Daniel Harenberg & François Le Grand & Cormac O'Dea, 2020. "Recursive Preferences, the Value of Life, and Household Finance," Cowles Foundation Discussion Papers 2231, Cowles Foundation for Research in Economics, Yale University.
    19. Eric French & John Bailey Jones, 2011. "The Effects of Health Insurance and Self‐Insurance on Retirement Behavior," Econometrica, Econometric Society, vol. 79(3), pages 693-732, May.
    20. Hubert P. Janicki, 2011. "Distributional Effects of Public Health Insurance Reform," 2011 Meeting Papers 423, Society for Economic Dynamics.

    More about this item

    JEL classification:

    • J01 - Labor and Demographic Economics - - General - - - Labor Economics: General
    • I1 - Health, Education, and Welfare - - Health
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes

    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:oup:jeurec:v:19:y:2021:i:1:p:536-579.. 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: Oxford University Press (email available below). General contact details of provider: https://academic.oup.com/jeea .

    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.