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The effect of disability insurance receipt on mortality

Author

Listed:
  • Black, Bernard
  • French, Eric
  • McCauley, Jeremy
  • Song, Jae

Abstract

This paper estimates the effect of Disability Insurance and Supplemental Security Income receipt on mortality for individuals on the margin of being allowed versus denied benefits. Exploiting the random assignment of administrative law judges to disability insurance cases, we find that benefit allowance increases 10-year mortality rates by 2.8 percentage points for marginal beneficiaries. However, using a Marginal Treatment Effects approach, we find evidence that benefit receipt reduces mortality for inframarginal beneficiaries, who are typically less healthy than marginal beneficiaries. Furthermore, we find suggestive evidence that allowance reduces mortality among those with expensive health conditions such as cancer.

Suggested Citation

  • Black, Bernard & French, Eric & McCauley, Jeremy & Song, Jae, 2024. "The effect of disability insurance receipt on mortality," Journal of Public Economics, Elsevier, vol. 229(C).
    • Handle: RePEc:eee:pubeco:v:229:y:2024:i:c:s0047272723002153
    DOI: 10.1016/j.jpubeco.2023.105033
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    as
    1. Joseph J. Doyle Jr., 2007. "Child Protection and Child Outcomes: Measuring the Effects of Foster Care," American Economic Review, American Economic Association, vol. 97(5), pages 1583-1610, December.
    2. David S. Lee & Justin McCrary & Marcelo J. Moreira & Jack Porter, 2022. "Valid t-Ratio Inference for IV," American Economic Review, American Economic Association, vol. 112(10), pages 3260-3290, October.
    3. Brigham Frandsen & Lars Lefgren & Emily Leslie, 2023. "Judging Judge Fixed Effects," American Economic Review, American Economic Association, vol. 113(1), pages 253-277, January.
    4. David Autor & Andreas Kostøl & Magne Mogstad & Bradley Setzler, 2019. "Disability Benefits, Consumption Insurance, and Household Labor Supply," American Economic Review, American Economic Association, vol. 109(7), pages 2613-2654, July.
    5. Gordon B. Dahl & Andreas Ravndal Kostøl & Magne Mogstad, 2014. "Family Welfare Cultures," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(4), pages 1711-1752.
    6. Richard Burkhauser & Mary Daly & Duncan McVicar & Roger Wilkins, 2014. "Disability benefit growth and disability reform in the US: lessons from other OECD nations," IZA Journal of Labor Policy, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 3(1), pages 1-30, December.
    7. Alberto Abadie & Susan Athey & Guido W Imbens & Jeffrey M Wooldridge, 2023. "When Should You Adjust Standard Errors for Clustering?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 138(1), pages 1-35.
    8. Margherita Borella & Mariacristina De Nardi & Fang Yang, 2023. "Are Marriage-Related Taxes and Social Security Benefits Holding Back Female Labour Supply?," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 90(1), pages 102-131.
    9. Alexander Ahammer & Analisa Packham, 2022. "Disability Insurance Screening and Worker Outcomes," Upjohn Working Papers 22-375, W.E. Upjohn Institute for Employment Research.
    10. Tauchen, George, 1986. "Finite state markov-chain approximations to univariate and vector autoregressions," Economics Letters, Elsevier, vol. 20(2), pages 177-181.
    11. Eric French & John Bailey Jones, 2011. "The Effects of Health Insurance and Self‐Insurance on Retirement Behavior," Econometrica, Econometric Society, vol. 79(3), pages 693-732, May.
    12. Bernard Black & José-Antonio Espín-Sánchez & Eric French & Kate Litvak, 2017. "The Long-Term Effect of Health Insurance on Near-Elderly Health and Mortality," American Journal of Health Economics, University of Chicago Press, vol. 3(3), pages 281-311, Summer.
    13. 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.
    14. Amy Finkelstein & Sarah Taubman & Bill Wright & Mira Bernstein & Jonathan Gruber & Joseph P. Newhouse & Heidi Allen & Katherine Baicker, 2012. "The Oregon Health Insurance Experiment: Evidence from the First Year," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 127(3), pages 1057-1106.
    15. Sarah Miller & Norman Johnson & Laura R Wherry, 2021. "Medicaid and Mortality: New Evidence From Linked Survey and Administrative Data," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 136(3), pages 1783-1829.
    16. Dobkin, Carlos & Puller, Steven L., 2007. "The effects of government transfers on monthly cycles in drug abuse, hospitalization and mortality," Journal of Public Economics, Elsevier, vol. 91(11-12), pages 2137-2157, December.
    17. Kuhn, Andreas & Staubli, Stefan & Wuellrich, Jean-Philippe & Zweimüller, Josef, 2020. "Fatal attraction? Extended unemployment benefits, labor force exits, and mortality," Journal of Public Economics, Elsevier, vol. 191(C).
    18. 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.
    19. Jerry A. Hausman & Whitney K. Newey & Tiemen Woutersen & John C. Chao & Norman R. Swanson, 2012. "Instrumental variable estimation with heteroskedasticity and many instruments," Quantitative Economics, Econometric Society, vol. 3(2), pages 211-255, July.
    20. Alexander Gelber & Timothy Moore & Zhuan Pei & Alexander Strand, 2023. "Disability Insurance Income Saves Lives," Journal of Political Economy, University of Chicago Press, vol. 131(11), pages 3156-3185.
    21. 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.
    22. Imbens, Guido W & Angrist, Joshua D, 1994. "Identification and Estimation of Local Average Treatment Effects," Econometrica, Econometric Society, vol. 62(2), pages 467-475, March.
    23. Abadie, Alberto, 2003. "Semiparametric instrumental variable estimation of treatment response models," Journal of Econometrics, Elsevier, vol. 113(2), pages 231-263, April.
    24. James J. Heckman & Sergio Urzua & Edward Vytlacil, 2006. "Understanding Instrumental Variables in Models with Essential Heterogeneity," The Review of Economics and Statistics, MIT Press, vol. 88(3), pages 389-432, August.
    25. 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.
    26. 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.
    27. Pilar García‐Gómez & Anne C. Gielen, 2018. "Mortality effects of containing moral hazard: Evidence from disability insurance reform," Health Economics, John Wiley & Sons, Ltd., vol. 27(3), pages 606-621, March.
    28. Finkelstein, Amy & McKnight, Robin, 2008. "What did Medicare do? The initial impact of Medicare on mortality and out of pocket medical spending," Journal of Public Economics, Elsevier, vol. 92(7), pages 1644-1668, July.
    29. Juan Carlos Conesa & Sagiri Kitao & Dirk Krueger, 2009. "Taxing Capital? Not a Bad Idea after All!," American Economic Review, American Economic Association, vol. 99(1), pages 25-48, March.
    30. 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.
    31. 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.
    32. Jonathan Gruber & David A. Wise, 1999. "Introduction to "Social Security and Retirement around the World"," NBER Chapters, in: Social Security and Retirement around the World, pages 1-35, National Bureau of Economic Research, Inc.
    33. Eric French & Elaine Kelly & Mariacristina Nardi & Eric French & John Bailey Jones & Jeremy McCauley, 2016. "Medical Spending of the US Elderly," Fiscal Studies, Institute for Fiscal Studies, vol. 37, pages 717-747, September.
    34. Chatterji, Pinka & Meara, Ellen, 2010. "Consequences of eliminating federal disability benefits for substance abusers," Journal of Health Economics, Elsevier, vol. 29(2), pages 226-240, March.
    35. Henrik Jacobsen Kleven & Martin B. Knudsen & Claus Thustrup Kreiner & Søren Pedersen & Emmanuel Saez, 2011. "Unwilling or Unable to Cheat? Evidence From a Tax Audit Experiment in Denmark," Econometrica, Econometric Society, vol. 79(3), pages 651-692, May.
    36. Evans, William N. & Moore, Timothy J., 2011. "The short-term mortality consequences of income receipt," Journal of Public Economics, Elsevier, vol. 95(11), pages 1410-1424.
    37. 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.
    38. French Eric & Jones John Bailey & McCauley Jeremy, 2017. "The Accuracy of Economic Measurement in the Health and Retirement Study," Forum for Health Economics & Policy, De Gruyter, vol. 20(2), pages 1-16, December.
    39. Meyer, Bruce D. & Mok, Wallace K.C., 2019. "Disability, earnings, income and consumption," Journal of Public Economics, Elsevier, vol. 171(C), pages 51-69.
    40. Orazio P. Attanasio & Susann Rohwedder, 2003. "Pension Wealth and Household Saving: Evidence from Pension Reforms in the United Kingdom," American Economic Review, American Economic Association, vol. 93(5), pages 1499-1521, December.
    41. Jianting Hu & Kajal Lahiri & Denton R. Vaughan & Bernard Wixon, 2001. "A Structural Model Of Social Security'S Disability Determination Process," The Review of Economics and Statistics, MIT Press, vol. 83(2), pages 348-361, May.
    42. Gina Livermore & David C. Stapleton & Meghan O'Toole, 2011. "Health Care Costs Are a Key Driver of Growth in Federal and State Assistance to Working-Age People with Disabilities," Mathematica Policy Research Reports 2f246c815ac24665828c0079e, Mathematica Policy Research.
    43. James Banks & Jonathan Cribb & Carl Emmerson & David Sturrock, 2019. "The impact of work on cognition and physical disability: Evidence from English women," IFS Working Papers W19/13, Institute for Fiscal Studies.
    44. French, Eric & Taber, Christopher, 2011. "Identification of Models of the Labor Market," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 6, pages 537-617, Elsevier.
    45. Marcus Eliason & Donald Storrie, 2006. "Lasting or Latent Scars? Swedish Evidence on the Long-Term Effects of Job Displacement," Journal of Labor Economics, University of Chicago Press, vol. 24(4), pages 831-856, October.
    46. Christine Blandhol & John Bonney & Magne Mogstad & Alexander Torgovitsky, 2022. "When is TSLS Actually LATE?," NBER Working Papers 29709, National Bureau of Economic Research, Inc.
    47. Weathers, Robert R. & Stegman, Michelle, 2012. "The effect of expanding access to health insurance on the health and mortality of Social Security Disability Insurance beneficiaries," Journal of Health Economics, Elsevier, vol. 31(6), pages 863-875.
    48. Hilary W. Hoynes & Nicole Maestas & Alexander Strand, 2022. "Legal Representation in Disability Claims," NBER Working Papers 29871, National Bureau of Economic Research, Inc.
    49. Bjorklund, Anders & Moffitt, Robert, 1987. "The Estimation of Wage Gains and Welfare Gains in Self-selection," The Review of Economics and Statistics, MIT Press, vol. 69(1), pages 42-49, February.
    50. Jacob Goldin & Ithai Z Lurie & Janet McCubbin, 2021. "Health Insurance and Mortality: Experimental Evidence from Taxpayer Outreach," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 136(1), pages 1-49.
    51. Jonathan Gruber & David A. Wise, 1999. "Social Security and Retirement around the World," NBER Books, National Bureau of Economic Research, Inc, number grub99-1.
    52. repec:mpr:mprres:7092 is not listed on IDEAS
    53. Stephen E. Snyder & William N. Evans, 2006. "The Effect of Income on Mortality: Evidence from the Social Security Notch," The Review of Economics and Statistics, MIT Press, vol. 88(3), pages 482-495, August.
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    More about this item

    Keywords

    Disability; Benefits; Mortality;
    All these keywords.

    JEL classification:

    • H51 - Public Economics - - National Government Expenditures and Related Policies - - - Government Expenditures and Health
    • H55 - Public Economics - - National Government Expenditures and Related Policies - - - Social Security and Public Pensions
    • I12 - Health, Education, and Welfare - - Health - - - Health Behavior
    • I13 - Health, Education, and Welfare - - Health - - - Health Insurance, Public and Private
    • J14 - Labor and Demographic Economics - - Demographic Economics - - - Economics of the Elderly; Economics of the Handicapped; Non-Labor Market Discrimination
    • J22 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Time Allocation and Labor Supply

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