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New Evidence on the Risk of Requiring Long-Term Care

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  • Leora Friedberg
  • Wenliang Hao
  • Wei Sun
  • Anthony Webb
  • Zhenyu Li

Abstract

Long-term care is one of the major expenses faced by many older Americans. Yet, we have only limited information about the risk of needing long-term care and the expected duration of care. The expectations of needing to receive home health care, live in an assisted living facility or live in a nursing home are essential inputs into models of optimal post-retirement saving and long-term care insurance purchase. Previous research has used the Robinson (1996) transition matrix, based on National Long Term Care Survey (NLTCS) data for 1982-89. The Robinson model predicts that men and women aged 65 have a 27 and 44 percent chance, respectively, of ever needing nursing home care. Recent evidence suggests that those earlier estimates may be extremely misleading in important dimensions. Using Health and Retirement Study (HRS) data from 1992-2010, Hurd, Michaud, and Rohwedder (2013) estimate that men and women aged 50 have a 50 and 65 percent chance, respectively, of ever needing care. But, they also estimate shorter average durations of care, resulting, as we show, from a greater chance of returning to the community, conditional on admission. If nursing home care is a high-probability but relatively low-cost occurrence, models that treat it as a lower-probability, high-cost occurrence may overstate the value of insurance. We update and modify the Robinson model using more recent data from both the NLTCS and the HRS. We show that the low lifetime utilization rates and high conditional mean durations of stay in the Robinson model are artifacts of specific features of the statistical model that was fitted to the data. We also show that impairment and most use of care by age has declined and that the 2004 NLTCS and the 1996-2010 HRS yield similar cross-sectional patterns of care use. We revise and update the care transition model, and we show that use of the new transition matrix substantially reduces simulated values of willingness-to-pay in an optimal long-term care insurance model.

Suggested Citation

  • Leora Friedberg & Wenliang Hao & Wei Sun & Anthony Webb & Zhenyu Li, 2014. "New Evidence on the Risk of Requiring Long-Term Care," Working Papers, Center for Retirement Research at Boston College wp2014-12, Center for Retirement Research.
    • Handle: RePEc:crr:crrwps:wp2014-12
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    Cited by:

    1. Carole Bonnet & Sandrine Juin & Anne Laferrère, 2019. "Private Financing of Long‑Term Care: Income, Savings and Reverse Mortgages," Economie et Statistique / Economics and Statistics, Institut National de la Statistique et des Etudes Economiques (INSEE), issue 507-508, pages 5-24.
    2. David Blake & Marco Morales & Enrico Biffis & Yijia Lin & Andreas Milidonis, 2017. "Special Edition: Longevity 10 – The Tenth International Longevity Risk and Capital Markets Solutions Conference," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 84(S1), pages 515-532, April.
    3. Roozbei Hosseini & Karen Kopecky & Kai Zhao, 2022. "The Evolution of Health over the Life Cycle," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 45, pages 237-263, July.
    4. Ethan M.J. Lieber & Lee M. Lockwood, 2013. "Costs and Benefits of In-Kind Transfers: The Case of Medicaid Home Care Benefits," Working Papers wp294, University of Michigan, Michigan Retirement Research Center.
    5. Margherita Borella & Mariacristina De Nardi & Eric French, 2018. "Who Receives Medicaid in Old Age? Rules and Reality," Fiscal Studies, John Wiley & Sons, vol. 39(1), pages 65-93, March.
    6. John Bailey Jones & Aaron Steelman, 2019. "Lifetime Medical Spending of Retirees," Richmond Fed Economic Brief, Federal Reserve Bank of Richmond, issue May.
    7. M. Martin Boyer & Philippe De Donder & Claude Denys Fluet & Marie-Louise Leroux & Pierre-Carl Michaud, 2018. "A Canadian Parlor Room-Type Approach to the Long-Term Care Insurance Puzzle," CIRANO Working Papers 2018s-13, CIRANO.
    8. Carlos Vidal-Meliá & Manuel Ventura-Marco & Juan Manuel Pérez-Salamero González, 2018. "Social Insurance Accounting for a Notional Defined Contribution Scheme Combining Retirement and Long-Term Care Benefits," Sustainability, MDPI, vol. 10(8), pages 1-36, August.
    9. Mieke Beth Thomeer & Stipica Mudrazija & Jacqueline L. Angel, 2016. "Relationship Status and Long-Term Care Facility Use in Later Life," The Journals of Gerontology: Series B, The Gerontological Society of America, vol. 71(4), pages 711-723.
    10. Mengyi Xu & Jennifer Alonso Garcia & Michael Sherris & Adam Shao, 2022. "Insuring Longevity Risk and Long-Term Care: Bequest, Housing and Liquidity," ULB Institutional Repository 2013/340821, ULB -- Universite Libre de Bruxelles.
    11. William Lim & Gaurav Khemka & David Pitt & Bridget Browne, 2019. "A method for calculating the implied no-recovery three-state transition matrix using observable population mortality incidence and disability prevalence rates among the elderly," Journal of Population Research, Springer, vol. 36(3), pages 245-282, September.
    12. Fang, H., 2016. "Insurance Markets for the Elderly," Handbook of the Economics of Population Aging, in: Piggott, John & Woodland, Alan (ed.), Handbook of the Economics of Population Aging, edition 1, volume 1, chapter 0, pages 237-309, Elsevier.
    13. Roozbei Hosseini & Karen Kopecky & Kai Zhao, 2022. "The Evolution of Health over the Life Cycle," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 45, pages 237-263, July.
    14. Achou, Bertrand, 2021. "Housing liquidity and long-term care insurance demand: A quantitative evaluation," Journal of Public Economics, Elsevier, vol. 194(C).
    15. Carlos Vidal-Meliá & Manuel Ventura-Marco & Juan Manuel Pérez-Salamero González, 2018. "Actuarial accounting for a notional defined contribution scheme combining retirement and longterm care benefits," Documentos de Trabajo del ICAE 2018-16, Universidad Complutense de Madrid, Facultad de Ciencias Económicas y Empresariales, Instituto Complutense de Análisis Económico.
    16. Leora Friedberg & Wenliang Hou & Wei Sun & Anthony Webb, 2023. "Lapses in long‐term care insurance," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 90(3), pages 569-595, September.
    17. Franca Glenzer & Bertrand Achou, 2019. "Annuities, long-term care insurance, and insurer solvency," The Geneva Papers on Risk and Insurance - Issues and Practice, Palgrave Macmillan;The Geneva Association, vol. 44(2), pages 252-276, April.
    18. Ethan M. J. Lieber & Lee M. Lockwood, 2019. "Targeting with In-Kind Transfers: Evidence from Medicaid Home Care," American Economic Review, American Economic Association, vol. 109(4), pages 1461-1485, April.

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