IDEAS home Printed from https://ideas.repec.org/p/yor/hectdg/18-24.html
   My bibliography  Save this paper

The effect of co-payments in Long Term Care on the distribution of payments,consumption, and risk

Author

Listed:
  • Wouterse, B.;
  • Hussem, A.;
  • Wong, A.;

Abstract

Population aging leads to concerns about the financial sustainability of collective long term care insurance systems. One way to keep public spending in check is by increasing the role of co-payments. An interesting feature of the copayments that have been introduced in the Netherlands is that they are income and wealth dependent. This dependency allows the fine-tuning of effects across income groups, but can also distort consumption decisions of the elderly. Modeling long term care expenditures over the lifecycle is challenging because of their very uneven distribution, with a small proportion of elderly experiencing very high costs. We use a flexible semi-parametric nearest-neighbor approach to estimate lifecycle paths of long term care spending. We apply this approach to an extensive administrative data set for the entire Dutch elderly population. The estimated paths are then used as inputs in a stochastic lifecycle decision model for singles at the retirement age. We analyze the effects of different co-payment schemes on the distribution of LTC payments, consumption and risk across income groups. We find that, compared to a flat-rate co-payment, income- and especially wealth-dependent copayments lead to much lower welfare costs for groups with low financial means. At the same time, the welfare costs of the groups with the highest means increase only slightly. Excluding a bequest motive leads to lower, and including healthstate dependent utility to higher welfare losses due to co-payments compared to full insurance.

Suggested Citation

  • Wouterse, B.; & Hussem, A.; & Wong, A.;, 2018. "The effect of co-payments in Long Term Care on the distribution of payments,consumption, and risk," Health, Econometrics and Data Group (HEDG) Working Papers 18/24, HEDG, c/o Department of Economics, University of York.
  • Handle: RePEc:yor:hectdg:18/24
    as

    Download full text from publisher

    File URL: https://www.york.ac.uk/media/economics/documents/hedg/workingpapers/1824.pdf
    File Function: Main text
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. McClellan, Mark & Skinner, Jonathan, 2006. "The incidence of Medicare," Journal of Public Economics, Elsevier, vol. 90(1-2), pages 257-276, January.
    2. Michael W. Brandt & Amit Goyal & Pedro Santa-Clara & Jonathan R. Stroud, 2005. "A Simulation Approach to Dynamic Portfolio Choice with an Application to Learning About Return Predictability," The Review of Financial Studies, Society for Financial Studies, vol. 18(3), pages 831-873.
    3. Jacques Drèze & Erik Schokkaert, 2013. "Arrow’s theorem of the deductible: Moral hazard and stop-loss in health insurance," Journal of Risk and Uncertainty, Springer, vol. 47(2), pages 147-163, October.
    4. Kim Peijnenburg & Theo Nijman & Bas J.M. Werker, 2017. "Health Cost Risk: A Potential Solution to the Annuity Puzzle," Economic Journal, Royal Economic Society, vol. 127(603), pages 1598-1625, August.
    5. Arjen Hussem & Casper Ewijk & Harry Rele & Albert Wong, 2016. "The Ability to Pay for Long-Term Care in the Netherlands: A Life-cycle Perspective," De Economist, Springer, vol. 164(2), pages 209-234, June.
    6. Brown, Jeffrey R. & Finkelstein, Amy, 2007. "Why is the market for long-term care insurance so small?," Journal of Public Economics, Elsevier, vol. 91(10), pages 1967-1991, November.
    7. 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.
    8. Carroll, Christopher D., 2006. "The method of endogenous gridpoints for solving dynamic stochastic optimization problems," Economics Letters, Elsevier, vol. 91(3), pages 312-320, June.
    9. Amy Finkelstein & Erzo F. P. Luttmer & Matthew J. Notowidigdo, 2013. "What Good Is Wealth Without Health? The Effect Of Health On The Marginal Utility Of Consumption," Journal of the European Economic Association, European Economic Association, vol. 11, pages 221-258, January.
    10. Rolf Aaberge & Magne Mogstad, 2015. "Inequality in current and lifetime income," Social Choice and Welfare, Springer;The Society for Social Choice and Welfare, vol. 44(2), pages 217-230, February.
    11. Mariacristina De Nardi & Svetlana Pashchenko & Ponpoje Porapakkarm, 2017. "The Lifetime Costs of Bad Health," Working Papers 2017-079, Human Capital and Economic Opportunity Working Group.
    12. Marielle Non, 2017. "Co-payments in long-term home care: do they affect the use of care?," CPB Discussion Paper 363, CPB Netherlands Bureau for Economic Policy Analysis.
    13. John Bailey Jones & Aaron Steelman, 2019. "Lifetime Medical Spending of Retirees," Richmond Fed Economic Brief, Federal Reserve Bank of Richmond, issue May.
    14. Hsieh, David A, 1991. "Chaos and Nonlinear Dynamics: Application to Financial Markets," Journal of Finance, American Finance Association, vol. 46(5), pages 1839-1877, December.
    15. Mariacristina De Nardi & Giulio Fella & Gonzalo Paz Pardo, 2016. "The Implications of Richer Earnings Dynamics for Consumption and Wealth," NBER Working Papers 21917, National Bureau of Economic Research, Inc.
    16. 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.
    17. Arjen Hussem & Casper Ewijk & Harry Rele & Albert Wong, 2016. "The Ability to Pay for Long-Term Care in the Netherlands: A Life-cycle Perspective," De Economist, Springer, vol. 164(2), pages 209-234, June.
    18. Eric French & Elaine Kelly & Pieter Bakx & Owen O'Donnell & Eddy Doorslaer, 2016. "Spending on Health Care in the Netherlands: Not Going So Dutch," Fiscal Studies, Institute for Fiscal Studies, vol. 37, pages 593-625, September.
    19. 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.
    20. Francesca Colombo & Jérôme Mercier, 2012. "Help Wanted? Fair and Sustainable Financing of Long-term Care Services," Applied Economic Perspectives and Policy, Agricultural and Applied Economics Association, vol. 34(2), pages 316-332.
    21. Kim Peijnenburg & Theo Nijman & Bas J.M. Werker, 2017. "Health Cost Risk: A Potential Solution to the Annuity Puzzle," Economic Journal, Royal Economic Society, vol. 127(603), pages 1598-1625, August.
    22. Karen A. Kopecky & Tatyana Koreshkova, 2014. "The Impact of Medical and Nursing Home Expenses on Savings," American Economic Journal: Macroeconomics, American Economic Association, vol. 6(3), pages 29-72, July.
    23. Blomqvist, Ake, 1997. "Optimal non-linear health insurance," Journal of Health Economics, Elsevier, vol. 16(3), pages 303-321, June.
    24. Gonzalo Paz Pardo & Giulio Fella & Mariacristina De Nardi, 2016. "The Implications of Richer Earnings Dynamics for Consumption, Wealth, and Welfare," 2016 Meeting Papers 149, Society for Economic Dynamics.
    25. Joan Costa‐Font & Edward C. Norton & Luigi Siciliani & Bram Wouterse & Bert Smid, 2017. "How to Finance the Rising Costs of Long‐Term Care: Four Alternatives for the Netherlands," Fiscal Studies, Institute for Fiscal Studies, vol. 38, pages 369-391, September.
    26. Francesca Colombo & Jérome Mercier, 2012. "Help Wanted? Fair and Sustainable Financing of Long-term Care Services," Applied Economic Perspectives and Policy, Agricultural and Applied Economics Association, vol. 34(2), pages 316-332.
    27. Marielle Non, 2017. "Co-payments in long-term home care: do they affect the use of care?," CPB Discussion Paper 363.rdf, CPB Netherlands Bureau for Economic Policy Analysis.
    28. Michael G. Palumbo, 1999. "Uncertain Medical Expenses and Precautionary Saving Near the End of the Life Cycle," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 66(2), pages 395-421.
    29. Ralph S. J. Koijen & Theo E. Nijman & Bas J. M. Werker, 2010. "When Can Life Cycle Investors Benefit from Time-Varying Bond Risk Premia?," Review of Financial Studies, Society for Financial Studies, vol. 23(2), pages 741-780, February.
    30. John Ameriks & Andrew Caplin & Steven Laufer & Stijn Van Nieuwerburgh, 2011. "The Joy of Giving or Assisted Living? Using Strategic Surveys to Separate Public Care Aversion from Bequest Motives," Journal of Finance, American Finance Association, vol. 66(2), pages 519-561, April.
    31. Eric French & John Bailey Jones, 2004. "On the distribution and dynamics of health care costs," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 19(6), pages 705-721.
    32. Grabowski, David C. & Gruber, Jonathan, 2007. "Moral hazard in nursing home use," Journal of Health Economics, Elsevier, vol. 26(3), pages 560-577, May.
    Full references (including those not matched with items on IDEAS)

    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. Bram Wouterse & Arjen Hussem, 2019. "The welfare effects of co-payments in long term care," CPB Discussion Paper 394, CPB Netherlands Bureau for Economic Policy Analysis.
    2. Bram Wouterse & Arjen Hussem & Albert Wong, 2022. "The risk protection and redistribution effects of long‐term care co‐payments," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 89(1), pages 161-186, March.
    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. Achou, Bertrand, 2021. "Housing liquidity and long-term care insurance demand: A quantitative evaluation," Journal of Public Economics, Elsevier, vol. 194(C).
    5. 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.
    6. Mariacristina De Nardi & Eric French & John Bailey Jones & Rory McGee, 2021. "Why Do Couples and Singles Save During Retirement?," Richmond Fed Economic Brief, Federal Reserve Bank of Richmond, vol. 21(09), pages 1-65, May.
    7. 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.
    8. Peijnenburg, J.M.J. & Nijman, T.E. & Werker, B.J.M., 2010. "Health Cost Risk and Optimal Retirement Provision : A Simple Rule for Annuity Demand," Other publications TiSEM f178a33d-4386-4036-861f-6, Tilburg University, School of Economics and Management.
    9. John Laitner & Dan Silverman & Dmitriy Stolyarov, 2018. "The Role of Annuitized Wealth in Post-retirement Behavior," American Economic Journal: Macroeconomics, American Economic Association, vol. 10(3), pages 71-117, July.
    10. Mariacristina De Nardi & Eric French & John Bailey Jones & Rory McGee, 2021. "Why Do Couples and Singles Save during Retirement? Household Heterogeneity and its Aggregate Implications," NBER Working Papers 28828, National Bureau of Economic Research, Inc.
    11. Arjen Hussem & Casper Ewijk & Harry Rele & Albert Wong, 2016. "The Ability to Pay for Long-Term Care in the Netherlands: A Life-cycle Perspective," De Economist, Springer, vol. 164(2), pages 209-234, June.
    12. Amitabh Chandra & Courtney Coile & Corina Mommaerts, 2023. "What Can Economics Say about Alzheimer's Disease?," Journal of Economic Literature, American Economic Association, vol. 61(2), pages 428-470, June.
    13. Peijnenburg, Kim & Nijman, Theo & Werker, Bas J.M., 2016. "The annuity puzzle remains a puzzle," Journal of Economic Dynamics and Control, Elsevier, vol. 70(C), pages 18-35.
    14. Arjen Hussem & Casper Ewijk & Harry Rele & Albert Wong, 2016. "The Ability to Pay for Long-Term Care in the Netherlands: A Life-cycle Perspective," De Economist, Springer, vol. 164(2), pages 209-234, June.
    15. Tatyana Koreshkova & Minjoon Lee, 2020. "Nursing Homes in Equilibrium: Implications for Long-term Care Policies," Working Papers wp414, University of Michigan, Michigan Retirement Research Center.
    16. 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.
    17. Bertrand Achou & Philippe De Donder & Franca Glenzer & Minjoon Lee & Marie-Louise Leroux, 2023. "At Home versus in a Nursing Home: Long-term Care Settings and Marginal Utility," CIRANO Working Papers 2023s-14, CIRANO.
    18. Bütler, Monika & Peijnenburg, Kim & Staubli, Stefan, 2017. "How much do means-tested benefits reduce the demand for annuities?," Journal of Pension Economics and Finance, Cambridge University Press, vol. 16(4), pages 419-449, October.
    19. Corina Boar, 2017. "Dynastic Precautionary Savings," 2017 Meeting Papers 343, Society for Economic Dynamics.
    20. Achou, Bertrand & De Donder, Philippe & Glenzer, Franca & Lee, Minjoon & Leroux, Marie-Louise, 2022. "Nursing home aversion post-pandemic: Implications for savings and long-term care policy," Journal of Economic Behavior & Organization, Elsevier, vol. 201(C), pages 1-21.

    More about this item

    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:yor:hectdg:18/24. 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: Jane Rawlings (email available below). General contact details of provider: https://edirc.repec.org/data/deyoruk.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.