IDEAS home Printed from https://ideas.repec.org/p/ifs/ifsewp/10-11.html
   My bibliography  Save this paper

Disability risk, disability insurance and life cycle behavior

Author

Listed:
  • Hamish Low

    (Institute for Fiscal Studies and University of Oxford & Nuffield College)

  • Luigi Pistaferri

    (Institute for Fiscal Studies and Stanford University)

Abstract

The Disability Insurance (DI) program in the US is a large social insurance program that offers income replacement benefits to people with work limiting disabilities. The proportion of DI claimants in the US is now almost 5% of the working-age population and the cost is three times that of unemployment insurance. The key questions in thinking about the size and growth of the DI program are whether program claimants are genuinely unable to work, and how valuable is the insurance provided. This paper has three aims: We provide a framework for weighing up the insurance value of disability benefi…ts against the incentive cost of inducing healthy individuals to stop work at different points of their life-cycle. We estimate the risks to health that may lead to work-limiting disabilities and the risk to wages that may lead to individuals choosing not to work. We also estimate the extent of false awards made through the DI program alongside the proportion of awards to those in genuine need. We use our model and estimates to characterize the economic effects of the disability insurance and to consider how policy reforms would affect behaviour and standard measures of household welfare. We differentiate disability status by its severity, and show that a severe disability shock leads to a decline in wages of 40%, as well as a substantial rise in the fixed cost of going to work. In terms of the effectiveness of the DI program, we estimate high levels of rejections of genuine applicants. In our counterfactual simulations, this means that household welfare increases as the program becomes less strict, despite the worsening incentives for false applications that this implies. On the other hand, incentives for false applications are reduced by reducing generosity and increasing reassessments, and these policies increase household welfare, despite the worse insurance implied.

Suggested Citation

  • Hamish Low & Luigi Pistaferri, 2010. "Disability risk, disability insurance and life cycle behavior," IFS Working Papers W10/11, Institute for Fiscal Studies.
  • Handle: RePEc:ifs:ifsewp:10/11
    as

    Download full text from publisher

    File URL: http://www.ifs.org.uk/wps/wp1011.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Parsons, Donald O, 1980. "The Decline in Male Labor Force Participation," Journal of Political Economy, University of Chicago Press, vol. 88(1), pages 117-134, February.
    2. Giovanni Gallipoli & Laura Turner, 2009. "Household Responses to Individual Shocks: Disability and Labor Supply," Working Paper series 04_09, Rimini Centre for Economic Analysis.
    3. 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.
    4. 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.
    5. Hamish Low & Costas Meghir & Luigi Pistaferri, 2010. "Wage Risk and Employment Risk over the Life Cycle," American Economic Review, American Economic Association, vol. 100(4), pages 1432-1467, September.
    6. 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.
    7. Daron Acemoglu & Joshua D. Angrist, 2001. "Consequences of Employment Protection? The Case of the Americans with Disabilities Act," Journal of Political Economy, University of Chicago Press, vol. 109(5), pages 915-957, October.
    8. 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.
    9. Bound, John, 1989. "The Health and Earnings of Rejected Disability Insurance Applicants," American Economic Review, American Economic Association, vol. 79(3), pages 482-503, June.
    10. Kreider, Brent & Pepper, John V., 2007. "Disability and Employment: Reevaluating the Evidence in Light of Reporting Errors," Journal of the American Statistical Association, American Statistical Association, vol. 102, pages 432-441, June.
    11. 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.
    12. Mary Daly & Richard V. Burkhauser, 2003. "The Supplemental Security Income Program," NBER Chapters, in: Means-Tested Transfer Programs in the United States, pages 79-140, National Bureau of Economic Research, Inc.
    13. Attanasio, Orazio P & Weber, Guglielmo, 1995. "Is Consumption Growth Consistent with Intertemporal Optimization? Evidence from the Consumer Expenditure Survey," Journal of Political Economy, University of Chicago Press, vol. 103(6), pages 1121-1157, December.
    14. Benitez-Silva, Hugo & Buchinsky, Moshe & Chan, Hiu Man & Rust, John & Sheidvasser, Sofia, 1999. "An empirical analysis of the social security disability application, appeal, and award process," Labour Economics, Elsevier, vol. 6(2), pages 147-178, June.
    15. Jérôme Adda & James Banks & Hans-Martin von Gaudecker, 2009. "The Impact of Income Shocks on Health: Evidence from Cohort Data," Journal of the European Economic Association, MIT Press, vol. 7(6), pages 1361-1399, December.
    16. 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.
    17. MaCurdy, Thomas E., 1982. "The use of time series processes to model the error structure of earnings in a longitudinal data analysis," Journal of Econometrics, Elsevier, vol. 18(1), pages 83-114, January.
    18. Bound, John & Cullen, Julie Berry & Nichols, Austin & Schmidt, Lucie, 2004. "The welfare implications of increasing disability insurance benefit generosity," Journal of Public Economics, Elsevier, vol. 88(12), pages 2487-2514, December.
    19. Brent Kreider, 1999. "Latent Work Disability and Reporting Bias," Journal of Human Resources, University of Wisconsin Press, vol. 34(4), pages 734-769.
    20. Timothy Waidman & John Bound & Austin Nichols, 2003. "Disability Benefits as Social Insurance: Tradeoffs Between Screening Stringency and Benefit Generosity in Optimal Program Design," Working Papers wp042, University of Michigan, Michigan Retirement Research Center.
    21. Mikhail Golosov & Aleh Tsyvinski, 2006. "Designing Optimal Disability Insurance: A Case for Asset Testing," Journal of Political Economy, University of Chicago Press, vol. 114(2), pages 257-279, April.
    22. Gallipoli, Giovanni & Turner, Laura, 2009. "Household Responses to Individual Shocks: Disability and Labour Supply," CLSSRN working papers clsrn_admin-2009-32, Vancouver School of Economics, revised 22 Jun 2009.
    23. Costas Meghir & Luigi Pistaferri, 2004. "Income Variance Dynamics and Heterogeneity," Econometrica, Econometric Society, vol. 72(1), pages 1-32, January.
    24. 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.
    25. John Bound, 1991. "Self-Reported Versus Objective Measures of Health in Retirement Models," Journal of Human Resources, University of Wisconsin Press, vol. 26(1), pages 106-138.
    26. Hugo Benítez-Silva & Moshe Buchinsky & Hiu Man Chan & Sofia Cheidvasser & John Rust, 2004. "How large is the bias in self-reported disability?," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 19(6), pages 649-670.
    27. Oliver Denk & Jean‐Baptiste Michau, 2018. "Optimal Social Security with Imperfect Tagging," Scandinavian Journal of Economics, Wiley Blackwell, vol. 120(3), pages 717-762, July.
    28. Diamond, Peter & Sheshinski, Eytan, 1995. "Economic aspects of optimal disability benefits," Journal of Public Economics, Elsevier, vol. 57(1), pages 1-23, May.
    29. Steven Stern, 1989. "Measuring the Effect of Disability on Labor Force Participation," Journal of Human Resources, University of Wisconsin Press, vol. 24(3), pages 361-395.
    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. 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.
    2. 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.
    3. 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.
    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. Owen O'Donnell & Eddy Van Doorslaer & Tom Van Ourti, 2013. "Health and Inequality," Tinbergen Institute Discussion Papers 13-170/V, Tinbergen Institute.
    6. 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.
    7. Siha Lee, 2023. "Spousal Labor Supply, Caregiving, and the Value of Disability Insurance," Department of Economics Working Papers 2020-08, McMaster University.
    8. Brent Kreider & John Pepper, 2008. "Inferring disability status from corrupt data," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 23(3), pages 329-349.
    9. Sergi Jiménez-Martín & José M. Labeaga & Cristina Vilaplana Prieto, 2006. "Award errors and permanent disability benefits in Spain," Economics Working Papers 966, Department of Economics and Business, Universitat Pompeu Fabra.
    10. Hugo Benítez-Silva & Richard Disney & Sergi Jiménez-Martín, 2010. "Disability, capacity for work and the business cycle: an international perspective [Has the boom in incapacity benefit claimant numbers passed its peak?]," Economic Policy, CEPR;CES;MSH, vol. 25(63), pages 483-536.
    11. Mark Duggan & Perry Singleton & Jae Song, 2005. "Aching to Retire? The Rise in the Full Retirement Age and its Impact on the Disability Rolls," NBER Working Papers 11811, National Bureau of Economic Research, Inc.
    12. Melanie K Jones & Duncan McVicar, 2022. "The dynamics of disability and benefit receipt in Britain [Large sample properties of matching estimators for average treatment effects]," Oxford Economic Papers, Oxford University Press, vol. 74(3), pages 936-957.
    13. 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.
    14. Perry Singleton, 2009. "The Effective Target of the Social Security Disability Benefits Reform Act of 1984," Center for Policy Research Working Papers 119, Center for Policy Research, Maxwell School, Syracuse University.
    15. Bruce D. Meyer & Wallace K. C. Mok, 2017. "Disability, Taxes, Transfers, and the Economic Well-Being of Women," NBER Chapters, in: Tax Policy and the Economy, Volume 32, pages 211-253, National Bureau of Economic Research, Inc.
    16. repec:eee:labchp:v:3:y:1999:i:pc:p:3417-3528 is not listed on IDEAS
    17. Shu, Pian, 2015. "Asset accumulation and labor force participation of disability insurance applicants," Journal of Public Economics, Elsevier, vol. 129(C), pages 26-40.
    18. Kreider, Brent & Pepper, John V., 2007. "Disability and Employment: Reevaluating the Evidence in Light of Reporting Errors," Journal of the American Statistical Association, American Statistical Association, vol. 102, pages 432-441, June.
    19. Krueger, Alan B. & Meyer, Bruce D., 2002. "Labor supply effects of social insurance," Handbook of Public Economics, in: A. J. Auerbach & M. Feldstein (ed.), Handbook of Public Economics, edition 1, volume 4, chapter 33, pages 2327-2392, Elsevier.
    20. Mikhail Golosov & Aleh Tsyvinski, 2003. "Designing optimal disability insurance," Working Papers 628, Federal Reserve Bank of Minneapolis.
    21. David H. Autor & Mark G. Duggan, 2001. "The Rise in Disability Recipiency and the Decline in Unemployment," NBER Working Papers 8336, National Bureau of Economic Research, Inc.

    More about this item

    Keywords

    Disability; social security; savings behavior; wage risk;
    All these keywords.

    JEL classification:

    • D91 - Microeconomics - - Micro-Based Behavioral Economics - - - Role and Effects of Psychological, Emotional, Social, and Cognitive Factors on Decision Making
    • H53 - Public Economics - - National Government Expenditures and Related Policies - - - Government Expenditures and Welfare Programs
    • H55 - Public Economics - - National Government Expenditures and Related Policies - - - Social Security and Public Pensions
    • J26 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Retirement; Retirement Policies

    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:ifs:ifsewp:10/11. 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: Emma Hyman (email available below). General contact details of provider: https://edirc.repec.org/data/ifsssuk.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.