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Disability Risk and the Value of Disability Insurance

In: Health at Older Ages: The Causes and Consequences of Declining Disability among the Elderly

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  • Amitabh Chandra
  • Andrew A. Samwick

Abstract

We estimate consumers' valuation of disability insurance using a stochastic lifecycle framework in which disability is modeled as permanent, involuntary retirement. We base our probabilities of worklimiting disability on 25 years of data from the Current Population Survey and examine the changes in the disability gradient for different demographic groups over their lifecycle. Our estimates show that a typical consumer would be willing to pay about 5 percent of expected consumption to eliminate the average disability risk faced by current workers. Only about 2 percentage points reflect the impact of disability on expected lifetime earnings; the larger part is attributable to the uncertainty associated with the threat of disablement. We estimate that no more than 20 percent of mean assets accumulated before voluntary retirement are attributable to disability risks measured for any demographic group in our data. Compared to other reductions in expected utility of comparable amounts, such as a reduction in the replacement rate at voluntary retirement or increases in annual income fluctuations, disability risk generates substantially less pre-retirement saving. Because the probability of disablement is small and the average size of the loss — conditional on becoming disabled — is large, disability risk is not effectively insured through precautionary saving.
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Suggested Citation

  • Amitabh Chandra & Andrew A. Samwick, 2009. "Disability Risk and the Value of Disability Insurance," NBER Chapters, in: Health at Older Ages: The Causes and Consequences of Declining Disability among the Elderly, pages 295-336, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberch:11118
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    References listed on IDEAS

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    1. Bound, John & Burkhauser, Richard V., 1999. "Economic analysis of transfer programs targeted on people with disabilities," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 51, pages 3417-3528, Elsevier.
    2. David H. Autor & Mark G. Duggan, 2003. "The Rise in the Disability Rolls and the Decline in Unemployment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(1), pages 157-206.
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    Cited by:

    1. Kristy Fan & Tyler J. Fisher & Andrew A. Samwick, 2021. "The Insurance Value of Financial Aid," NBER Working Papers 28669, National Bureau of Economic Research, Inc.
    2. Jacobs, Lindsay, 2023. "Occupations, retirement, and the value of disability insurance," Journal of Public Economics, Elsevier, vol. 225(C).
    3. Manasi Deshpande & Lee M. Lockwood, 2022. "Beyond Health: Nonhealth Risk and the Value of Disability Insurance," Econometrica, Econometric Society, vol. 90(4), pages 1781-1810, July.
    4. Meyer, Bruce D. & Mok, Wallace K.C., 2019. "Disability, earnings, income and consumption," Journal of Public Economics, Elsevier, vol. 171(C), pages 51-69.
    5. Bruce Meyer & Wallace K. C. Mok, 2016. "Disability, Earnings, Income and Consumption," NBER Chapters, in: Social Insurance Programs (Trans-Atlantic Public Economics Seminar, TAPES), National Bureau of Economic Research, Inc.
    6. Tomi T. Kortela, 2011. "On the costs of disability insurance," 2011 Meeting Papers 445, Society for Economic Dynamics.
    7. Lee, Siha, 2020. "Household responses to disability shocks: Spousal labor supply, caregiving, and disability insurance," CLEF Working Paper Series 21, Canadian Labour Economics Forum (CLEF), University of Waterloo.
    8. Siha Lee, 2023. "Spousal Labor Supply, Caregiving, and the Value of Disability Insurance," Department of Economics Working Papers 2020-08, McMaster University.
    9. Maegebier, Alexander, 2013. "Valuation and risk assessment of disability insurance using a discrete time trivariate Markov renewal reward process," Insurance: Mathematics and Economics, Elsevier, vol. 53(3), pages 802-811.
    10. Seitz, Sebastian, 2023. "Estimating the Moral Hazard Cost of Private Disability Insurance and its Welfare Consequences," VfS Annual Conference 2023 (Regensburg): Growth and the "sociale Frage" 277648, Verein für Socialpolitik / German Economic Association.
    11. Jacoby Dan F., 2013. "A cost-benefit analysis: implementing temporary disability insurance in Washington State," Journal of Benefit-Cost Analysis, De Gruyter, vol. 4(2), pages 181-208, August.
    12. D. Tabakova & E. Pitacco, 2021. "Heterogeneity and uncertainty in a multistate framework," Decisions in Economics and Finance, Springer;Associazione per la Matematica, vol. 44(1), pages 117-139, June.

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    More about this item

    JEL classification:

    • H0 - Public Economics - - General
    • I1 - Health, Education, and Welfare - - Health
    • J1 - Labor and Demographic Economics - - Demographic Economics

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