IDEAS home Printed from https://ideas.repec.org/p/fip/fedlwp/1996-005.html
   My bibliography  Save this paper

The timing of disability insurance application: a choice-based semiparametric hazard model

Author

Abstract

We use a choice-based subsample of Social Security Disability Insurance applicants from the 1978 Social Security Survey of Disability and Work to test the importance of policy variables on the timing of application for disability insurance benefits following the onset of a work limiting health condition. We correct for choice-based sampling by extending the Manski-Lerman (1977) correction to the likelihood function of our continuous time hazard model defined with semiparametric unmeasured heterogeneity and find that this correction significantly affects the results. We find that economic variables-the size of the disability benefit, expected wage earnings and accommodation-matter.

Suggested Citation

  • Richard V. Burkhauser & J. S. Butler & Yang-Woo Kim, 1996. "The timing of disability insurance application: a choice-based semiparametric hazard model," Working Papers 1996-005, Federal Reserve Bank of St. Louis.
  • Handle: RePEc:fip:fedlwp:1996-005
    as

    Download full text from publisher

    File URL: http://research.stlouisfed.org/wp/more/1996-005/
    Download Restriction: no

    File URL: http://research.stlouisfed.org/wp/1996/96-005.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. 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.
    2. Jonathan S. Leonard, 1985. "Labor Supply Incentives and Disincentives for the Disabled," NBER Working Papers 1744, National Bureau of Economic Research, Inc.
    3. Bound, John, 1991. "The Health and Earnings of Rejected Disability Insurance Applicants: Reply," American Economic Review, American Economic Association, vol. 81(5), pages 1427-1434, December.
    4. 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.
    5. Butler, J S & Anderson, Kathryn H & Burkhauser, Richard V, 1989. "Work and Health after Retirement: A Competing Risks Model with Semiparametric Unobserved Heterogeneity," The Review of Economics and Statistics, MIT Press, vol. 71(1), pages 46-53, February.
    6. Jonathan S. Leonard, 1979. "The Social Security Disability Program and Labor Force Participation," NBER Working Papers 0392, National Bureau of Economic Research, Inc.
    7. Heckman, James J. & Robb, Richard Jr., 1985. "Alternative methods for evaluating the impact of interventions : An overview," Journal of Econometrics, Elsevier, vol. 30(1-2), pages 239-267.
    8. Manski, Charles F & Lerman, Steven R, 1977. "The Estimation of Choice Probabilities from Choice Based Samples," Econometrica, Econometric Society, vol. 45(8), pages 1977-1988, November.
    9. Marjorie Baldwin & William G. Johnson, 1994. "Labor Market Discrimination against Men with Disabilities," Journal of Human Resources, University of Wisconsin Press, vol. 29(1), pages 1-19.
    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. Richard V. Burkhauser & Joseph F. Quinn, 1997. "Implementing Pro-Work Policies for Older Americans in the Twenty-First Century," Boston College Working Papers in Economics 378, Boston College Department of Economics.
    2. repec:max:cprpbr:9 is not listed 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. repec:eee:labchp:v:3:y:1999:i:pc:p:3417-3528 is not listed on IDEAS
    2. Peter Diamond & Jonathan Gruber, 1997. "Social Security and Retirement in the U.S," NBER Working Papers 6097, National Bureau of Economic Research, Inc.
    3. Burkhauser, Richard V. & Butler, J. S. & Kim, Yang Woo, 1995. "The importance of employer accommodation on the job duration of workers with disabilities: A hazard model approach," Labour Economics, Elsevier, vol. 2(2), pages 109-130, June.
    4. 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.
    5. Chen, Susan & van der Klaauw, Wilbert, 2008. "The work disincentive effects of the disability insurance program in the 1990s," Journal of Econometrics, Elsevier, vol. 142(2), pages 757-784, February.
    6. Jonathan Gruber, 2000. "Disability Insurance Benefits and Labor Supply," Journal of Political Economy, University of Chicago Press, vol. 108(6), pages 1162-1183, December.
    7. Gruber, Jonathan & Kubik, Jeffrey D., 1997. "Disability insurance rejection rates and the labor supply of older workers," Journal of Public Economics, Elsevier, vol. 64(1), pages 1-23, April.
    8. Jonathan Gruber & Jeffrey D. Kubik, 1994. "Disability Insurance Rejection Rates and the Labor Supply of Older Workers," NBER Working Papers 4941, National Bureau of Economic Research, Inc.
    9. Hoynes, Hilary Williamson & Moffitt, Robert, 1999. "Tax Rates and Work Incentives in the Social Security Disability Insurance Program: Current Law and Alternative Reforms," National Tax Journal, National Tax Association;National Tax Journal, vol. 52(4), pages 623-654, December.
    10. 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.
    11. Slack, Sean & Ulph, David, 2014. "Optimal Universal and Categorical Benefits with Classification Errors and Imperfect Enforcement," SIRE Discussion Papers 2015-13, Scottish Institute for Research in Economics (SIRE).
    12. 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.
    13. Burkhauser, Richard V. & Butler, J. S. & Gumus, Gulcin, 2003. "Dynamic Modeling of the SSDI Application Timing Decision: The Importance of Policy Variables," IZA Discussion Papers 942, Institute of Labor Economics (IZA).
    14. Burcu Eyigungor, 2014. "Rising disability rolls: causes, effects, and possible cures," Business Review, Federal Reserve Bank of Philadelphia, issue Q4, pages 8-15.
    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. Daniela Andrén, 2008. "First Exits from the Swedish Labor Market Due to Disability," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 27(2), pages 227-238, April.
    17. Slack, Sean & Ulph, David, 2014. "Optimal Universal and Categorical Benefits with Classification Errors and Imperfect Enforcement," 2007 Annual Meeting, July 29-August 1, 2007, Portland, Oregon TN 2015-13, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    18. Andrei Barbos & Minglu Sun, 2021. "The effect of awarding disability benefits on opioid consumption," Health Economics, John Wiley & Sons, Ltd., vol. 30(11), pages 2794-2807, November.
    19. Sean Slack & David Ulph, 2014. "Optimal Universal and Categorical Benefits with Classification Errors and Imperfect Enforcement," Discussion Paper Series, School of Economics and Finance 201411, School of Economics and Finance, University of St Andrews.
    20. 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.
    21. Duggan, Mark & Singleton, Perry & Song, Jae, 2007. "Aching to retire? The rise in the full retirement age and its impact on the social security disability rolls," Journal of Public Economics, Elsevier, vol. 91(7-8), pages 1327-1350, August.

    More about this item

    Keywords

    Insurance; Social security;

    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:fip:fedlwp:1996-005. 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: Anna Oates (email available below). General contact details of provider: https://edirc.repec.org/data/frbslus.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.