IDEAS home Printed from https://ideas.repec.org/p/nbr/nberwo/28852.html
   My bibliography  Save this paper

Beyond Health: Non-Health Risk and the Value of Disability Insurance

Author

Listed:
  • Manasi Deshpande
  • Lee Lockwood

Abstract

The public debate over disability insurance has centered on concerns about individuals without severe health conditions receiving benefits. We go beyond health risk alone to quantify the overall insurance value of U.S. disability programs, including value from insuring non-health risk. We find that disability recipients, especially those with less-severe health conditions, are much more likely to have experienced a wide variety of non-health shocks than non-recipients. Selection into disability receipt on the basis of non-health shocks is so strong among individuals with less-severe health conditions that by many measures less-severe recipients are worse off than more-severe recipients. As a result, under baseline assumptions, benefits to less-severe recipients have an annual surplus value (insurance benefit less efficiency cost) over cost-equivalent tax cuts of $7,700 per recipient, about three-fourths that of benefits to more-severe recipients ($9,900). Insurance against non-health risk accounts for about one-half of the value of U.S. disability programs.

Suggested Citation

  • Manasi Deshpande & Lee Lockwood, 2021. "Beyond Health: Non-Health Risk and the Value of Disability Insurance," NBER Working Papers 28852, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:28852
    Note: AG EH PE
    as

    Download full text from publisher

    File URL: http://www.nber.org/papers/w28852.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Jacobson, Louis S & LaLonde, Robert J & Sullivan, Daniel G, 1993. "Earnings Losses of Displaced Workers," American Economic Review, American Economic Association, vol. 83(4), pages 685-709, September.
    2. Louis S. Jacobson & Robert J. LaLonde & Daniel G. Sullivan, 1993. "Long-term earnings losses of high-seniority displaced workers," Economic Perspectives, Federal Reserve Bank of Chicago, vol. 17(Nov), pages 2-20.
    3. Manasi Deshpande & Yue Li, 2019. "Who Is Screened Out? Application Costs and the Targeting of Disability Programs," American Economic Journal: Economic Policy, American Economic Association, vol. 11(4), pages 213-248, November.
    4. 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.
    5. Andreas I. Mueller & Jesse Rothstein & Till M. von Wachter, 2016. "Unemployment Insurance and Disability Insurance in the Great Recession," Journal of Labor Economics, University of Chicago Press, vol. 34(S1), pages 445-475.
    6. Eric French & Jae Song, 2014. "The Effect of Disability Insurance Receipt on Labor Supply," American Economic Journal: Economic Policy, American Economic Association, vol. 6(2), pages 291-337, May.
    7. Nicole Maestas & Kathleen J. Mullen & Alexander Strand, 2013. "Does Disability Insurance Receipt Discourage Work? Using Examiner Assignment to Estimate Causal Effects of SSDI Receipt," American Economic Review, American Economic Association, vol. 103(5), pages 1797-1829, August.
    8. 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.
    9. Daniel Sullivan & Till von Wachter, 2009. "Job Displacement and Mortality: An Analysis Using Administrative Data," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(3), pages 1265-1306.
    10. Mari Rege & Kjetil Telle & Mark Votruba, 2009. "The Effect of Plant Downsizing on Disability Pension Utilization," Journal of the European Economic Association, MIT Press, vol. 7(4), pages 754-785, June.
    11. Maggie R. Jones & James P. Ziliak, 2022. "The Antipoverty Impact of the EITC: New Estimates from Survey and Administrative Tax Records," National Tax Journal, University of Chicago Press, vol. 75(3), pages 451-479.
    12. Parsons, Donald O, 1991. "The Health and Earnings of Rejected Disability Insurance Applicants: Comment," American Economic Review, American Economic Association, vol. 81(5), pages 1419-1426, December.
    13. Hugo Benitez-Silva & Moshe Buchinsky & John Rust, 2004. "How Large are the Classification Errors in the Social Security Disability Award Process?," NBER Working Papers 10219, National Bureau of Economic Research, Inc.
    14. Saurabh Bhargava & Dayanand Manoli, 2015. "Psychological Frictions and the Incomplete Take-Up of Social Benefits: Evidence from an IRS Field Experiment," American Economic Review, American Economic Association, vol. 105(11), pages 3489-3529, November.
    15. David H. Autor & Mark G. Duggan, 2006. "The Growth in the Social Security Disability Rolls: A Fiscal Crisis Unfolding," Journal of Economic Perspectives, American Economic Association, vol. 20(3), pages 71-96, Summer.
    16. Chetty, Raj, 2006. "A general formula for the optimal level of social insurance," Journal of Public Economics, Elsevier, vol. 90(10-11), pages 1879-1901, November.
    17. Till von Wachter & Jae Song & Joyce Manchester, 2011. "Trends in Employment and Earnings of Allowed and Rejected Applicants to the Social Security Disability Insurance Program," American Economic Review, American Economic Association, vol. 101(7), pages 3308-3329, December.
    18. 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.
    19. Jeffrey B. Liebman, 2015. "Understanding the Increase in Disability Insurance Benefit Receipt in the United States," Journal of Economic Perspectives, American Economic Association, vol. 29(2), pages 123-150, Spring.
    20. Lillard, Lee A & Weiss, Yoram, 1997. "Uncertain Health and Survival: Effects on End-of-Life Consumption," Journal of Business & Economic Statistics, American Statistical Association, vol. 15(2), pages 254-268, April.
    21. Tatiana Homonoff & Jason Somerville, 2021. "Program Recertification Costs: Evidence from SNAP," American Economic Journal: Economic Policy, American Economic Association, vol. 13(4), pages 271-298, November.
    22. Diamond, Peter & Sheshinski, Eytan, 1995. "Economic aspects of optimal disability benefits," Journal of Public Economics, Elsevier, vol. 57(1), pages 1-23, May.
    23. Jeffrey R. Brown & Gopi Shah Goda & Kathleen McGarry, 2016. "Heterogeneity In State-Dependent Utility: Evidence From Strategic Surveys," Economic Inquiry, Western Economic Association International, vol. 54(2), pages 847-861, April.
    24. Emmanuel Saez & Stefanie Stantcheva, 2016. "Generalized Social Marginal Welfare Weights for Optimal Tax Theory," American Economic Review, American Economic Association, vol. 106(1), pages 24-45, January.
    25. Dan Black & Kermit Daniel & Seth Sanders, 2002. "The Impact of Economic Conditions on Participation in Disability Programs: Evidence from the Coal Boom and Bust," American Economic Review, American Economic Association, vol. 92(1), pages 27-50, March.
    26. Marika Cabral & Mark R. Cullen, 2019. "Estimating the Value of Public Insurance Using Complementary Private Insurance," American Economic Journal: Economic Policy, American Economic Association, vol. 11(3), pages 88-129, August.
    27. Hendren, Nathaniel, 2020. "Measuring economic efficiency using inverse-optimum weights," Journal of Public Economics, Elsevier, vol. 187(C).
    28. Chetty, Raj & Looney, Adam, 2006. "Consumption smoothing and the welfare consequences of social insurance in developing economies," Journal of Public Economics, Elsevier, vol. 90(12), pages 2351-2356, December.
    29. Manasi Deshpande & Tal Gross & Yalun Su, 2021. "Disability and Distress: The Effect of Disability Programs on Financial Outcomes," American Economic Journal: Applied Economics, American Economic Association, vol. 13(2), pages 151-178, April.
    30. repec:mpr:mprres:6274 is not listed on IDEAS
    31. Amy Finkelstein & Nathaniel Hendren & Erzo F. P. Luttmer, 2019. "The Value of Medicaid: Interpreting Results from the Oregon Health Insurance Experiment," Journal of Political Economy, University of Chicago Press, vol. 127(6), pages 2836-2874.
    32. 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. Alexander Ahammer & Analisa Packham, 2022. "Disability Insurance Screening and Worker Outcomes," Upjohn Working Papers 22-375, W.E. Upjohn Institute for Employment Research.
    2. Malani, Anup & Kinnan, Cynthia & Conti, Gabriella & Imai, Kosuke & Miller, Morgen & Swaminathan, Shailender & Voena, Alessandra & Woda, Bartek, 2024. "Evaluating and pricing health insurance in lower-income countries: A field experiment in India," CEPR Discussion Papers 19326, C.E.P.R. Discussion Papers.
    3. Amalia R. Miller, 2023. "Privacy of Digital Health Information," NBER Chapters, in: The Economics of Privacy, National Bureau of Economic Research, Inc.
    4. De Brouwer, Octave & Tojerow, Ilan, 2023. "The Growth of Disability Insurance in Belgium: Determinants and Policy Implications," IZA Discussion Papers 16376, Institute of Labor Economics (IZA).
    5. Pichler, Stefan & Ziebarth, Nicolas R., 2024. "Sick Leave and Medical Leave in the United States: A Categorization and Recent Trends," IZA Policy Papers 206, Institute of Labor Economics (IZA).

    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. Siha Lee, 2023. "Spousal Labor Supply, Caregiving, and the Value of Disability Insurance," Department of Economics Working Papers 2020-08, McMaster University.
    2. David Wiczer & Amanda Michaud, 2017. "The Disability Option: Labor Market Dynamics with Macroeconomic and Health Risks," 2017 Meeting Papers 1459, Society for Economic Dynamics.
    3. Hamish Low & Luigi Pistaferri, 2020. "Disability Insurance: Theoretical Trade‐Offs and Empirical Evidence," Fiscal Studies, John Wiley & Sons, vol. 41(1), pages 129-164, March.
    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. 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.
    6. Andreas Haller & Stefan Staubli & Josef Zweimüller, 2024. "Designing Disability Insurance Reforms: Tightening Eligibility Rules or Reducing Benefits?," Econometrica, Econometric Society, vol. 92(1), pages 79-110, January.
    7. 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.
    8. Bíró, Anikó & Elek, Péter, 2020. "Job loss, disability insurance and health expenditure," Labour Economics, Elsevier, vol. 65(C).
    9. Colleen Carey & Nolan H. Miller & David Molitor, 2022. "Why Does Disability Increase During Recessions? Evidence from Medicare," NBER Working Papers 29988, National Bureau of Economic Research, Inc.
    10. Arthur Seibold & Sebastian Seitz & Sebastian Siegloch, 2022. "Privatizing Disability Insurance," CESifo Working Paper Series 9979, CESifo.
    11. Maestas, Nicole & Mullen, Kathleen J. & Strand, Alexander, 2021. "The effect of economic conditions on the disability insurance program: Evidence from the great recession," Journal of Public Economics, Elsevier, vol. 199(C).
    12. Shu, Pian, 2015. "Asset accumulation and labor force participation of disability insurance applicants," Journal of Public Economics, Elsevier, vol. 129(C), pages 26-40.
    13. Andreas Ravndal Kostol & Magne Mogstad, 2014. "How Financial Incentives Induce Disability Insurance Recipients to Return to Work," American Economic Review, American Economic Association, vol. 104(2), pages 624-655, February.
    14. Bratsberg, Bernt & Fevang, Elisabeth & Røed, Knut, 2013. "Job loss and disability insurance," Labour Economics, Elsevier, vol. 24(C), pages 137-150.
    15. Chiara Dal Bianco, 2019. "Labour Supply and Welfare Effects of Disability Insurance: A Survey," Italian Economic Journal: A Continuation of Rivista Italiana degli Economisti and Giornale degli Economisti, Springer;Società Italiana degli Economisti (Italian Economic Association), vol. 5(1), pages 161-189, March.
    16. Sergi Jiménez-Martín & Arnau Juanmarti Mestres & Judit Vall Castelló, 2019. "Great Recession and disability insurance in Spain," Empirical Economics, Springer, vol. 56(5), pages 1623-1645, May.
    17. Fevang, Elisabeth & Hardoy, Inés & Røed, Knut, 2013. "Getting Disabled Workers Back to Work: How Important Are Economic Incentives?," IZA Discussion Papers 7137, Institute of Labor Economics (IZA).
    18. Garrett Anstreicher, 2021. "Does increasing health care access reduce disability insurance caseloads? Evidence from the rural United States," Health Economics, John Wiley & Sons, Ltd., vol. 30(4), pages 786-802, April.
    19. Hjellset Alne, Ragnar, 2018. "Economic incentives, disability insurance and labor supply," Working Papers in Economics 2/18, University of Bergen, Department of Economics, revised 14 Jun 2018.
    20. Liebert, Helge, 2019. "Does external medical review reduce disability insurance inflow?," Journal of Health Economics, Elsevier, vol. 64(C), pages 108-128.

    More about this item

    JEL classification:

    • H5 - Public Economics - - National Government Expenditures and Related Policies
    • I3 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty

    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:nbr:nberwo:28852. 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: the person in charge (email available below). General contact details of provider: https://edirc.repec.org/data/nberrus.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.