The timing of disability insurance application: a choice-based semiparametric hazard model
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.
|Date of creation:||1996|
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- Jonathan S. Leonard, 1985. "Labor Supply Incentives and Disincentives for the Disabled," NBER Working Papers 1744, National Bureau of Economic Research, Inc.
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- Manski, Charles F & Lerman, Steven R, 1977. "The Estimation of Choice Probabilities from Choice Based Samples," Econometrica, Econometric Society, vol. 45(8), pages 1977-88, November.
- Jonathan S. Leonard, 1979. "The Social Security Disability Program and Labor Force Participation," NBER Working Papers 0392, National Bureau of Economic Research, Inc.
- 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.
- 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.
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