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Targeting disability insurance applications with screening

Author

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  • Mathilde Godard

    (GATE Lyon Saint-Étienne - Groupe d'Analyse et de Théorie Economique Lyon - Saint-Etienne - ENS de Lyon - École normale supérieure de Lyon - UL2 - Université Lumière - Lyon 2 - UCBL - Université Claude Bernard Lyon 1 - Université de Lyon - UJM - Université Jean Monnet - Saint-Étienne - CNRS - Centre National de la Recherche Scientifique)

  • Maarten Lindeboom

    (VU - Vrije Universiteit Amsterdam [Amsterdam])

  • Pierre Koning

    (Universiteit Leiden = Leiden University)

Abstract

We examine the targeting effects of increased scrutiny in the screening of Disability Insurance (DI) applications using exogenous variation in screening induced by a policy reform. The reform raised DI application costs and revealed more information about the true disability status of applicants at the point of the award decision. We use administrative data on DI claims and awards and merge these with other administrative data on hospitalization, mortality and labor market outcomes. Regression Discontinuity in Time (RDiT) regressions show substantial declines in DI application rates and changes in the composition of the pool of applicants. We find that the health of those who are not discouraged from applying is worse than those who are. This suggests that the pool of applicants becomes more deserving. At the same time, compared with those who did not apply under the old system of more lax screening, those who are discouraged from applying are in worse health, have substantially lower earnings and are more often unemployed. This indicates that there are spillovers of the DI reform to other social insurance programs. As we do not find additional screening effects on health at the point of the award decision, we conclude that changes in the health condition of the pool of awarded applicants are fully driven by self-screening of (potential) applicants.
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Suggested Citation

  • Mathilde Godard & Maarten Lindeboom & Pierre Koning, 2018. "Targeting disability insurance applications with screening," Post-Print halshs-01960488, HAL.
    • Handle: RePEc:hal:journl:halshs-01960488
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    1. Philip de Jong & Maarten Lindeboom & Bas van der Klaauw, 2011. "Screening Disability Insurance Applications," Journal of the European Economic Association, European Economic Association, vol. 9(1), pages 106-129, February.
    2. 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.
    3. David S. Lee & Thomas Lemieux, 2010. "Regression Discontinuity Designs in Economics," Journal of Economic Literature, American Economic Association, vol. 48(2), pages 281-355, June.
    4. 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.
    5. Liebert, Helge, 2019. "Does external medical review reduce disability insurance inflow?," Journal of Health Economics, Elsevier, vol. 64(C), pages 108-128.
    6. Catherine Hausman & David S. Rapson, 2018. "Regression Discontinuity in Time: Considerations for Empirical Applications," Annual Review of Resource Economics, Annual Reviews, vol. 10(1), pages 533-552, October.
    7. 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.
    8. A. Colin Cameron & Jonah B. Gelbach & Douglas L. Miller, 2011. "Robust Inference With Multiway Clustering," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 29(2), pages 238-249, April.
    9. Henrik Jacobsen Kleven & Wojciech Kopczuk, 2011. "Transfer Program Complexity and the Take-Up of Social Benefits," American Economic Journal: Economic Policy, American Economic Association, vol. 3(1), pages 54-90, February.
    10. Moore, Timothy J., 2015. "The employment effects of terminating disability benefits," Journal of Public Economics, Elsevier, vol. 124(C), pages 30-43.
    11. Andreas Kuhn & Jean-Philippe Wuellrich & Josef Zweim�ller, 2010. "Fatal attraction? Access to early retirement and mortality," IEW - Working Papers 499, Institute for Empirical Research in Economics - University of Zurich.
    12. Johansson Per & Laun Lisa & Laun Tobias, 2014. "Screening Stringency in the Disability Insurance Program," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 14(3), pages 873-891, July.
    13. David Autor & Nicole Maestas & Kathleen Mullen & Alexander Strand, 2011. "Does Delay Cause Decay? The Effect of Administrative Decision Time on the Labor Force Participation and Earnings of Disability Applicants," Working Papers wp258, University of Michigan, Michigan Retirement Research Center.
    14. Oaxaca, Ronald, 1973. "Male-Female Wage Differentials in Urban Labor Markets," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 14(3), pages 693-709, October.
    15. Parsons, Donald O, 1991. "Self-Screening in Targeted Public Transfer Programs," Journal of Political Economy, University of Chicago Press, vol. 99(4), pages 859-876, August.
    16. Joshua D. Angrist & Jörn-Steffen Pischke, 2009. "Mostly Harmless Econometrics: An Empiricist's Companion," Economics Books, Princeton University Press, edition 1, number 8769.
    17. Karlström, Anders & Palme, Mårten & Svensson, Ingemar, 2008. "The employment effect of stricter rules for eligibility for DI: Evidence from a natural experiment in Sweden," Journal of Public Economics, Elsevier, vol. 92(10-11), pages 2071-2082, October.
    18. Staubli, Stefan, 2011. "The impact of stricter criteria for disability insurance on labor force participation," Journal of Public Economics, Elsevier, vol. 95(9-10), pages 1223-1235, October.
    19. 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.
    20. Lex Borghans & Anne C. Gielen & Erzo F. P. Luttmer, 2014. "Social Support Substitution and the Earnings Rebound: Evidence from a Regression Discontinuity in Disability Insurance Reform," American Economic Journal: Economic Policy, American Economic Association, vol. 6(4), pages 34-70, November.
    21. David Autor & Mark Duggan & Jonathan Gruber, 2014. "Moral Hazard and Claims Deterrence in Private Disability Insurance," American Economic Journal: Applied Economics, American Economic Association, vol. 6(4), pages 110-141, October.
    22. Markussen, Simen & Røed, Knut & Schreiner, Ragnhild Camilla, 2015. "Can Compulsory Dialogues Nudge Sick-Listed Workers Back to Work?," IZA Discussion Papers 9090, Institute of Labor Economics (IZA).
    23. Alan S. Blinder, 1973. "Wage Discrimination: Reduced Form and Structural Estimates," Journal of Human Resources, University of Wisconsin Press, vol. 8(4), pages 436-455.
    24. David Autor & Nicole Maestas & Kathleen Mullen & Alexander Strand, 2011. "Does Delay Cause Decay? The Effect of Administrative Decision Time on the Labor Force Participation and Earnings of Disability Applicants," Working Papers wp258, University of Michigan, Michigan Retirement Research Center.
    25. Michele Campolieti, 2002. "Moral Hazard and Disability Insurance: On the Incidence of Hard-to-Diagnose Medical Conditions in the Canada/Quebec Pension Plan Disability Program," Canadian Public Policy, University of Toronto Press, vol. 28(3), pages 419-441, September.
    26. 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.
    27. Jonathan Gruber, 2000. "Disability Insurance Benefits and Labor Supply," Journal of Political Economy, University of Chicago Press, vol. 108(6), pages 1162-1183, December.
    28. Pierre Koning & Maarten Lindeboom, 2015. "The Rise and Fall of Disability Insurance Enrollment in the Netherlands," Journal of Economic Perspectives, American Economic Association, vol. 29(2), pages 151-172, Spring.
    29. McCrary, Justin, 2008. "Manipulation of the running variable in the regression discontinuity design: A density test," Journal of Econometrics, Elsevier, vol. 142(2), pages 698-714, February.
    30. 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.
    31. Laura Larsson, 2006. "Sick of Being Unemployed? Interactions between Unemployment and Sickness Insurance," Scandinavian Journal of Economics, Wiley Blackwell, vol. 108(1), pages 97-113, March.
    32. Richard V. Burkhauser & Mary C. Daly & Philip R. de Jong, 2008. "Curing the Dutch Disease: Lessons for United States Disability Policy," Working Papers wp188, University of Michigan, Michigan Retirement Research Center.
    33. 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.
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    Cited by:

    1. 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.
    2. KAMKOUM, Arnaud Cedric, 2023. "The Federal Reserve’s Response to the Global Financial Crisis and its Effects: An Interrupted Time-Series Analysis of the Impact of its Quantitative Easing Programs," Thesis Commons d7pvg, Center for Open Science.
    3. Koning, Pierre & Muller, Paul & Prudon, Roger, 2022. "Do disability benefits hinder work resumption after recovery?," Journal of Health Economics, Elsevier, vol. 82(C).
    4. Francisco Rodr'iguez, 2022. "Sanctions and Imports of Essential Goods: A Closer Look at the Equipo Anova (2021) Results," Papers 2212.09904, arXiv.org.
    5. KAMKOUM, Arnaud Cedric, 2023. "The Federal Reserve’s Response to the Global Financial Crisis and Its Long-Term Impact: An Interrupted Time-Series Natural Experimental Analysis," OSF Preprints 53qbm, Center for Open Science.
    6. Koning, Pierre & Muller, Paul & Prudon, Roger, 2022. "Why Do Temporary Workers Have Higher Disability Insurance Risks Than Permanent Workers?," IZA Discussion Papers 15173, Institute of Labor Economics (IZA).
    7. Koning Pierre & Vethaak Heike, 2021. "Decomposing Employment Trends of Disabled Workers," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 21(4), pages 1217-1255, October.
    8. Rodriguez, Francisco, 2022. "Sanctions and Imports of Essential Goods; A Closer Look at the Equipo Anova (2021) Results," MPRA Paper 115714, University Library of Munich, Germany.

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    More about this item

    JEL classification:

    • H2 - Public Economics - - Taxation, Subsidies, and Revenue
    • I3 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty

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