IDEAS home Printed from https://ideas.repec.org/a/eee/pubeco/v229y2024ics0047272723002153.html
   My bibliography  Save this article

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
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0047272723002153
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.jpubeco.2023.105033?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to look for a different version below or search for a different version of it.

    Other versions of this item:

    References listed on IDEAS

    as
    1. 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.
    2. 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.
    3. Alexander Ahammer & Analisa Packham, 2022. "Disability Insurance Screening and Worker Outcomes," Upjohn Working Papers 22-375, W.E. Upjohn Institute for Employment Research.
    4. Tauchen, George, 1986. "Finite state markov-chain approximations to univariate and vector autoregressions," Economics Letters, Elsevier, vol. 20(2), pages 177-181.
    5. 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.
    6. 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.
    7. 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.
    8. 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.
    9. 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).
    10. 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.
    11. 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.
    12. 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.
    13. 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.
    14. 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.
    15. 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.
    16. 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.
    17. Abadie, Alberto, 2003. "Semiparametric instrumental variable estimation of treatment response models," Journal of Econometrics, Elsevier, vol. 113(2), pages 231-263, April.
    18. 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.
    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. 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.
    21. 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.
    22. 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.
    23. 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.
    24. 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.
    25. 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.
    26. 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.
    27. 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.
    28. Meyer, Bruce D. & Mok, Wallace K.C., 2019. "Disability, earnings, income and consumption," Journal of Public Economics, Elsevier, vol. 171(C), pages 51-69.
    29. 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.
    30. 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.
    31. 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.
    32. 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.
    33. 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.
    34. 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.
    35. 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.
    36. Jonathan Gruber & David A. Wise, 1999. "Social Security and Retirement around the World," NBER Books, National Bureau of Economic Research, Inc, number grub99-1, July.
    37. 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.
    38. 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.
    39. 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.
    40. Brigham Frandsen & Lars Lefgren & Emily Leslie, 2023. "Judging Judge Fixed Effects," American Economic Review, American Economic Association, vol. 113(1), pages 253-277, January.
    41. 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.
    42. 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.
    43. 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.
    44. 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.
    45. 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.
    46. 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.
    47. 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.
    48. 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.
    49. Christine Blandhol & John Bonney & Magne Mogstad & Alexander Torgovitsky, 2022. "When is TSLS Actually LATE?," NBER Working Papers 29709, National Bureau of Economic Research, Inc.
    50. Hilary W. Hoynes & Nicole Maestas & Alexander Strand, 2022. "Legal Representation in Disability Claims," NBER Working Papers 29871, National Bureau of Economic Research, Inc.
    51. 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.
    52. 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.
    53. repec:mpr:mprres:7092 is not listed on IDEAS
    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. 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.
    2. Nicolas R. Ziebarth, 2018. "Social Insurance and Health," Contributions to Economic Analysis, in: Health Econometrics, volume 127, pages 57-84, Emerald Group Publishing Limited.
    3. Cornelissen, Thomas & Dustmann, Christian & Raute, Anna & Schönberg, Uta, 2016. "From LATE to MTE: Alternative methods for the evaluation of policy interventions," Labour Economics, Elsevier, vol. 41(C), pages 47-60.
    4. Amanda Agan & Jennifer Doleac & Anna Harvey, 2021. "Misdemeanor Prosecution," Working Papers 2021-014, Human Capital and Economic Opportunity Working Group.
    5. Eric French & Jae Song, 2012. "The effect of Disability Insurance receipt on labor supply: a dynamic analysis," Working Paper Series WP-2012-12, Federal Reserve Bank of Chicago.
    6. Bakx, Pieter & Wouterse, Bram & van Doorslaer, Eddy & Wong, Albert, 2020. "Better off at home? Effects of nursing home eligibility on costs, hospitalizations and survival," Journal of Health Economics, Elsevier, vol. 73(C).
    7. Robert A. Moffitt & Matthew V. Zahn, 2019. "The Marginal Labor Supply Disincentives of Welfare: Evidence from Administrative Barriers to Participation," NBER Working Papers 26028, National Bureau of Economic Research, Inc.
    8. Robert Collinson & John Eric Humphries & Nicholas Mader & Davin Reed & Daniel Tannenbaum & Winnie van Dijk, 2024. "Eviction and Poverty in American Cities," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 139(1), pages 57-120.
    9. Moore, Timothy J., 2015. "The employment effects of terminating disability benefits," Journal of Public Economics, Elsevier, vol. 124(C), pages 30-43.
    10. 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.
    11. 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.
    12. Manudeep Bhuller & Gordon B. Dahl & Katrine V. Løken & Magne Mogstad, 2020. "Incarceration, Recidivism, and Employment," Journal of Political Economy, University of Chicago Press, vol. 128(4), pages 1269-1324.
    13. Blundell, R. & French, E. & Tetlow, G., 2016. "Retirement Incentives and Labor Supply," Handbook of the Economics of Population Aging, in: Piggott, John & Woodland, Alan (ed.), Handbook of the Economics of Population Aging, edition 1, volume 1, chapter 0, pages 457-566, Elsevier.
    14. Domenico Depalo, 2020. "Explaining the causal effect of adherence to medication on cholesterol through the marginal patient," Health Economics, John Wiley & Sons, Ltd., vol. 29(S1), pages 110-126, October.
    15. Manasi Deshpande & Lee M. Lockwood, 2022. "Beyond Health: Nonhealth Risk and the Value of Disability Insurance," Econometrica, Econometric Society, vol. 90(4), pages 1781-1810, July.
    16. Jacobs, Lindsay, 2023. "Occupations, retirement, and the value of disability insurance," Journal of Public Economics, Elsevier, vol. 225(C).
    17. Michelle Yin & Garima Siwach & Dajun Lin, 2023. "Vocational Rehabilitation Services and Labor Market Outcomes for Transition‐Age Youth with Disabilities in Maine," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 42(1), pages 166-197, January.
    18. Bíró, Anikó & Elek, Péter, 2020. "Job loss, disability insurance and health expenditure," Labour Economics, Elsevier, vol. 65(C).
    19. Sofia Amaral & Gordon B. Dahl & Victoria Endl-Geyer & Timo Hener & Helmut Rainer, 2023. "Deterrence or Backlash? Arrests and the Dynamics of Domestic Violence," NBER Working Papers 30855, National Bureau of Economic Research, Inc.
    20. John Eric Humphries & Nicholas Mader & Daniel Tannenbaum & Winnie van Dijk, 2019. "Does Eviction Cause Poverty? Quasi-Experimental Evidence from Cook County, IL," CESifo Working Paper Series 7800, CESifo.

    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

    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:eee:pubeco:v:229:y:2024:i:c:s0047272723002153. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/505578 .

    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.