IDEAS home Printed from https://ideas.repec.org/p/bon/boncrc/crctr224_2022_338.html
   My bibliography  Save this paper

Lifestyle Behaviors and Wealth-Health Gaps in Germany

Author

Listed:
  • Lukas Mahler
  • Minchul Yum

Abstract

We document significant gaps in wealth across health status over the life cycle in Germany—a country with a universal healthcare system and negligible out-of-pocket medical expenses. To investigate the underlying sources of the empirical patterns in wealth-health gaps, we build a heterogeneous-agent life-cycle model in which health and wealth evolve endogenously. In the model, agents exert efforts to lead a healthy lifestyle, which helps maintain good health status in the future. Effort choices, or lifestyle behaviors, are subject to adjustment costs to capture various aspects of micro-level effort adjustment behaviors in the data. We find that our calibrated model generates around half of the wealth gaps by health observed in the German micro data, and that variations in health-related lifetime outcomes are largely explained by uncertainty realizations over the life cycle, rather than initial conditions at age 25. Our counterfactual experiments indicate that variations in individual health efforts account for over half of the model-generated wealth gaps by health status. Their importance is due not only to the fact that they affect labor income and savings rates, both of which influence wealth accumulation, but also because they act as an amplification device since richer households exert relatively more efforts to maintain a healthy lifestyle.

Suggested Citation

  • Lukas Mahler & Minchul Yum, 2022. "Lifestyle Behaviors and Wealth-Health Gaps in Germany," CRC TR 224 Discussion Paper Series crctr224_2022_338, University of Bonn and University of Mannheim, Germany.
  • Handle: RePEc:bon:boncrc:crctr224_2022_338
    as

    Download full text from publisher

    File URL: https://www.crctr224.de/research/discussion-papers/archive/dp338
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Michael Keane & Elena Capatina & Shiko Maruyama, 2019. "Health Shocks and the Evolution of Earnings over the Life-Cycle," Discussion Papers 2018-14a, School of Economics, The University of New South Wales.
    2. Kindermann, Fabian & Mayr, Lukas & Sachs, Dominik, 2020. "Inheritance taxation and wealth effects on the labor supply of heirs," Journal of Public Economics, Elsevier, vol. 191(C).
    3. 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.
    4. Hannes Schwandt, 2018. "Wealth Shocks and Health Outcomes: Evidence from Stock Market Fluctuations," American Economic Journal: Applied Economics, American Economic Association, vol. 10(4), pages 349-377, October.
    5. 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.
    6. David Cesarini & Erik Lindqvist & Robert Östling & Björn Wallace, 2016. "Wealth, Health, and Child Development: Evidence from Administrative Data on Swedish Lottery Players," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(2), pages 687-738.
    7. 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.
    8. Jonathan Heathcote & Kjetil Storesletten & Giovanni L. Violante, 2017. "Optimal Tax Progressivity: An Analytical Framework," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(4), pages 1693-1754.
    9. Cutler, David M. & Lleras-Muney, Adriana, 2010. "Understanding differences in health behaviors by education," Journal of Health Economics, Elsevier, vol. 29(1), pages 1-28, January.
    10. Storesletten, Kjetil & Telmer, Christopher I. & Yaron, Amir, 2004. "Consumption and risk sharing over the life cycle," Journal of Monetary Economics, Elsevier, vol. 51(3), pages 609-633, April.
    11. Matthew D. Cocci & Mikkel Plagborg-Møller, 2021. "Standard Errors for Calibrated Parameters," Working Papers 2021-20, Princeton University. Economics Department..
    12. Matthew D. Cocci & Mikkel Plagborg-M{o}ller, 2021. "Standard Errors for Calibrated Parameters," Papers 2109.08109, arXiv.org, revised Jun 2024.
    13. Zhao, Kai, 2014. "Social security and the rise in health spending," Journal of Monetary Economics, Elsevier, vol. 64(C), pages 21-37.
    14. Michael Darden & Donna B. Gilleskie & Koleman Strumpf, 2018. "Smoking And Mortality: New Evidence From A Long Panel," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 59(3), pages 1571-1619, August.
    15. Richard Blundell & Margherita Borella & Jeanne Commault & Mariacristina De Nardi, 2024. "Old Age Risks, Consumption, and Insurance," American Economic Review, American Economic Association, vol. 114(2), pages 575-613, February.
    16. 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.
    17. Cawley, John & Ruhm, Christopher J., 2011. "The Economics of Risky Health Behaviors," Handbook of Health Economics, in: Mark V. Pauly & Thomas G. Mcguire & Pedro P. Barros (ed.), Handbook of Health Economics, volume 2, chapter 0, pages 95-199, Elsevier.
    18. Orazio Attanasio & Sagiri Kitao & Giovanni L. Violante, 2010. "Financing Medicare: A General Equilibrium Analysis," NBER Chapters, in: Demography and the Economy, pages 333-366, National Bureau of Economic Research, Inc.
    19. Hamish Low & Luigi Pistaferri, 2015. "Disability Insurance and the Dynamics of the Incentive Insurance Trade-Off," American Economic Review, American Economic Association, vol. 105(10), pages 2986-3029, October.
    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. Chaoran Chen & Zhigang Feng & Jiaying Gu, 2022. "Health, Health Insurance, and Inequality," Working Papers tecipa-730, University of Toronto, Department of Economics.

    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. Jung, Juergen & Tran, Chung, 2022. "Social health insurance: A quantitative exploration," Journal of Economic Dynamics and Control, Elsevier, vol. 139(C).
    2. Fehr, Hans & Feldman, Maria, 2024. "Financing universal health care: Premiums or payroll taxes?," European Economic Review, Elsevier, vol. 166(C).
    3. White, Matthew N., 2023. "Self-reported health status and latent health dynamics," Journal of Health Economics, Elsevier, vol. 88(C).
    4. Svetlana Pashchenko & Ponpoje (Poe) Porapakkarm & Mariacristina De Nardi, 2017. "The Lifetime Costs of Bad Health," 2017 Meeting Papers 533, Society for Economic Dynamics.
    5. Svetlana Pashchenko & Ponpoje Porapakkarm, 2016. "Cross-Subsidization in Employer-Based Health Insurance and the Effects of Tax Subsidy Reform," National Tax Journal, National Tax Association;National Tax Journal, vol. 69(3), pages 583-612, September.
    6. Svetlana Pashchenko & Ponpoje Porapakkarm, 2019. "Reducing Medical Spending of the Publicly Insured: The Case for a Cash-out Option," American Economic Journal: Economic Policy, American Economic Association, vol. 11(3), pages 390-426, August.
    7. Feng, Zhigang & Zhao, Kai, 2018. "Employment-based health insurance and aggregate labor supply," Journal of Economic Behavior & Organization, Elsevier, vol. 154(C), pages 156-174.
    8. 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.
    9. Conesa, Juan Carlos & Kehoe, Timothy J. & Nygaard, Vegard M. & Raveendranathan, Gajendran, 2020. "Implications of increasing college attainment for aging in general equilibrium," European Economic Review, Elsevier, vol. 122(C).
    10. Ferreira, Pedro Cavalcanti & Gomes, Diego B.P., 2017. "Health care reform or more affordable health care?," Journal of Economic Dynamics and Control, Elsevier, vol. 79(C), pages 126-153.
    11. 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).
    12. Jang, Youngsoo, 2019. "Credit, Default, and Optimal Health Insurance," MPRA Paper 95397, University Library of Munich, Germany.
    13. 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.
    14. 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.
    15. Conesa, Juan Carlos & Costa, Daniela & Kamali, Parisa & Kehoe, Timothy J. & Nygard, Vegard M. & Raveendranathan, Gajendran & Saxena, Akshar, 2018. "Macroeconomic effects of Medicare," The Journal of the Economics of Ageing, Elsevier, vol. 11(C), pages 27-40.
    16. Frankovic, Ivan & Kuhn, Michael, 2023. "Health insurance, endogenous medical progress, health expenditure growth, and welfare," Journal of Health Economics, Elsevier, vol. 87(C).
    17. Kelly, Mark & Kuhn, Michael, 2022. "Congestion in a public health service: A macro approach," Journal of Macroeconomics, Elsevier, vol. 74(C).
    18. Guner, Nezih & Kulikova, Yuliya & Llull, Joan, 2018. "Reprint of: Marriage and health: Selection, protection, and assortative mating," European Economic Review, Elsevier, vol. 109(C), pages 162-190.
    19. Oscar Erixson, 2017. "Health responses to a wealth shock: evidence from a Swedish tax reform," Journal of Population Economics, Springer;European Society for Population Economics, vol. 30(4), pages 1281-1336, October.
    20. 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.

    More about this item

    Keywords

    Health Inequality; Wealth Inequality; Healthy Lifestyle; Germany;
    All these keywords.

    JEL classification:

    • E2 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment
    • D3 - Microeconomics - - Distribution
    • 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:bon:boncrc:crctr224_2022_338. 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: CRC Office (email available below). General contact details of provider: https://www.crctr224.de .

    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.