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Short‐term effect of retirement on health: Evidence from nonparametric fuzzy regression discontinuity design

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  • Mohamed Ebeid
  • Umut Oguzoglu

Abstract

We estimate the short‐term effect of retirement on health in the US using the Health and Retirement Study survey. We use the nonparametric fuzzy regression discontinuity design to avoid assuming any functional form on the age‐health profile and minimize potential bias in identifying the causal effect of retirement on health status in the short term. Estimates indicate an 8% decline in the cognitive functioning score of retirees and a 28% increase in the CESD depression scale. The likelihood of being in good health status declined by 16%. The transition from working to retirement has more significant negative impacts on males than females. In addition, retirement has more considerable adverse effects on less‐educated individuals compared to high‐educated individuals. The short‐term effects of retirement on health are consistent and robust across different bandwidths, weighting kernel functions, and age‐profile specifications. Moreover, the Treatment Effect Derivative test results highly support the external validity of the nonparametric estimates of the retirement effect on health.

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  • Mohamed Ebeid & Umut Oguzoglu, 2023. "Short‐term effect of retirement on health: Evidence from nonparametric fuzzy regression discontinuity design," Health Economics, John Wiley & Sons, Ltd., vol. 32(6), pages 1323-1343, June.
  • Handle: RePEc:wly:hlthec:v:32:y:2023:i:6:p:1323-1343
    DOI: 10.1002/hec.4669
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    1. Zhuan Pei & David S. Lee & David Card & Andrea Weber, 2022. "Local Polynomial Order in Regression Discontinuity Designs," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 40(3), pages 1259-1267, June.
    2. Sebastian Calonico & Matias D. Cattaneo & Max H. Farrell & Rocío Titiunik, 2019. "Regression Discontinuity Designs Using Covariates," The Review of Economics and Statistics, MIT Press, vol. 101(3), pages 442-451, July.
    3. Umut Oguzoglu & Cain Polidano & Ha Vu, 2020. "Impacts from Delaying Access to Retirement Benefits on Welfare Receipt and Expenditure: Evidence from a Natural Experiment," The Economic Record, The Economic Society of Australia, vol. 96(312), pages 65-86, March.
    4. 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.
    5. Arie Kapteyn & James P. Smith & Arthur van Soest, 2007. "Vignettes and Self-Reports of Work Disability in the United States and the Netherlands," American Economic Review, American Economic Association, vol. 97(1), pages 461-473, March.
    6. Fitzpatrick, Maria D. & Moore, Timothy J., 2018. "The mortality effects of retirement: Evidence from Social Security eligibility at age 62," Journal of Public Economics, Elsevier, vol. 157(C), pages 121-137.
    7. Coe, N.B. & Lindeboom, M., 2008. "Does Retirement Kill You? Evidence from Early Retirement Windows," Other publications TiSEM 749af81e-10f6-4c32-b9ae-0, Tilburg University, School of Economics and Management.
    8. Regina T. Riphahn, 1999. "Income and employment effects of health shocks A test case for the German welfare state," Journal of Population Economics, Springer;European Society for Population Economics, vol. 12(3), pages 363-389.
    9. Bonsang, Eric & Adam, Stéphane & Perelman, Sergio, 2012. "Does retirement affect cognitive functioning?," Journal of Health Economics, Elsevier, vol. 31(3), pages 490-501.
    10. Mazzonna, Fabrizio & Peracchi, Franco, 2012. "Ageing, cognitive abilities and retirement," European Economic Review, Elsevier, vol. 56(4), pages 691-710.
    11. Jens Ludwig & Douglas L. Miller, 2007. "Does Head Start Improve Children's Life Chances? Evidence from a Regression Discontinuity Design," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(1), pages 159-208.
    12. Sebastian Calonico & Matias D. Cattaneo & Max H. Farrell, 2018. "On the Effect of Bias Estimation on Coverage Accuracy in Nonparametric Inference," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 113(522), pages 767-779, April.
    13. Michael Insler, 2014. "The Health Consequences of Retirement," Journal of Human Resources, University of Wisconsin Press, vol. 49(1), pages 195-233.
    14. Sebastian Calonico & Matias D Cattaneo & Max H Farrell, 2020. "Optimal bandwidth choice for robust bias-corrected inference in regression discontinuity designs [Econometric methods for program evaluation]," The Econometrics Journal, Royal Economic Society, vol. 23(2), pages 192-210.
    15. Datta Gupta, Nabanita & Kristensen, Nicolai & Pozzoli, Dario, 2010. "External validation of the use of vignettes in cross-country health studies," Economic Modelling, Elsevier, vol. 27(4), pages 854-865, July.
    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. Gustman, Alan L. & Steinmeier, Thomas L., 2005. "The social security early entitlement age in a structural model of retirement and wealth," Journal of Public Economics, Elsevier, vol. 89(2-3), pages 441-463, February.
    18. Aspen Gorry & Devon Gorry & Sita Nataraj Slavov, 2018. "Does retirement improve health and life satisfaction?," Health Economics, John Wiley & Sons, Ltd., vol. 27(12), pages 2067-2086, December.
    19. Guido Imbens & Karthik Kalyanaraman, 2012. "Optimal Bandwidth Choice for the Regression Discontinuity Estimator," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 79(3), pages 933-959.
    20. Yingying Dong & Arthur Lewbel, 2015. "Identifying the Effect of Changing the Policy Threshold in Regression Discontinuity Models," The Review of Economics and Statistics, MIT Press, vol. 97(5), pages 1081-1092, December.
    21. repec:eme:rlec11:s0147-9121(04)23008-4 is not listed on IDEAS
    22. Zhang, Yi & Salm, Martin & van Soest, Arthur, 2018. "The effect of retirement on healthcare utilization: Evidence from China," Journal of Health Economics, Elsevier, vol. 62(C), pages 165-177.
    23. Eibich, Peter, 2015. "Understanding the effect of retirement on health: Mechanisms and heterogeneity," Journal of Health Economics, Elsevier, vol. 43(C), pages 1-12.
    24. Bound, John & Schoenbaum, Michael & Stinebrickner, Todd R. & Waidmann, Timothy, 1999. "The dynamic effects of health on the labor force transitions of older workers," Labour Economics, Elsevier, vol. 6(2), pages 179-202, June.
    25. Imbens, Guido W. & Lemieux, Thomas, 2008. "Regression discontinuity designs: A guide to practice," Journal of Econometrics, Elsevier, vol. 142(2), pages 615-635, February.
    26. Clouston, Sean A.P. & Denier, Nicole, 2017. "Mental retirement and health selection: Analyses from the U.S. Health and Retirement Study," Social Science & Medicine, Elsevier, vol. 178(C), pages 78-86.
    27. Andrew Gelman & Guido Imbens, 2019. "Why High-Order Polynomials Should Not Be Used in Regression Discontinuity Designs," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 37(3), pages 447-456, July.
    28. Coe, Norma B. & Zamarro, Gema, 2011. "Retirement effects on health in Europe," Journal of Health Economics, Elsevier, vol. 30(1), pages 77-86, January.
    29. Gary R. Lee & Alfred DeMaris & Stefoni Bavin & Rachel Sullivan, 2001. "Gender Differences in the Depressive Effect of Widowhood in Later Life," The Journals of Gerontology: Series B, The Gerontological Society of America, vol. 56(1), pages 56-61.
    30. Disney, Richard & Emmerson, Carl & Wakefield, Matthew, 2006. "Ill health and retirement in Britain: A panel data-based analysis," Journal of Health Economics, Elsevier, vol. 25(4), pages 621-649, July.
    31. Dhaval Dave & R. Inas Rashad & Jasmina Spasojevic, 2008. "The Effects of Retirement on Physical and Mental Health Outcomes," Southern Economic Journal, John Wiley & Sons, vol. 75(2), pages 497-523, October.
    32. John Bound & Timothy Waidmann, 2007. "Estimating the Health Effects of Retirements," Working Papers wp168, University of Michigan, Michigan Retirement Research Center.
    33. Michael Lechner & Rosalia Vazquez-Alvarez, 2011. "The effect of disability on labour market outcomes in Germany," Applied Economics, Taylor & Francis Journals, vol. 43(4), pages 389-412.
    34. Kevin Neuman, 2008. "Quit Your Job and Get Healthier? The Effect of Retirement on Health," Journal of Labor Research, Springer, vol. 29(2), pages 177-201, June.
    35. Powdthavee, Nattavudh, 2021. "Education and pro-environmental attitudes and behaviours: A nonparametric regression discontinuity analysis of a major schooling reform in England and Wales," Ecological Economics, Elsevier, vol. 181(C).
    36. Kerwin Kofi Charles, 2004. "Is Retirement Depressing?: Labor Force Inactivity And Psychological Well-Being In Later Life," Research in Labor Economics, in: Accounting for Worker Well-Being, pages 269-299, Emerald Group Publishing Limited.
    37. Hahn, Jinyong & Todd, Petra & Van der Klaauw, Wilbert, 2001. "Identification and Estimation of Treatment Effects with a Regression-Discontinuity Design," Econometrica, Econometric Society, vol. 69(1), pages 201-209, January.
    38. Stefanie Behncke, 2012. "Does retirement trigger ill health?," Health Economics, John Wiley & Sons, Ltd., vol. 21(3), pages 282-300, March.
    39. Jones, Andrew M. & Rice, Nigel & Roberts, Jennifer, 2010. "Sick of work or too sick to work? Evidence on self-reported health shocks and early retirement from the BHPS," Economic Modelling, Elsevier, vol. 27(4), pages 866-880, July.
    40. Dhaval Dave & Inas Rashad & Jasmina Spasojevic, 2008. "The Effects of Retirement on Physical and Mental Health Outcomes," Southern Economic Journal, John Wiley & Sons, vol. 75(2), pages 497-523, August.
    41. Rose, Liam, 2020. "Retirement and health: Evidence from England," Journal of Health Economics, Elsevier, vol. 73(C).
    42. Sabbath, Erika L. & Mejía-Guevara, Iván & Noelke, Clemens & Berkman, Lisa F., 2015. "The long-term mortality impact of combined job strain and family circumstances: A life course analysis of working American mothers," Social Science & Medicine, Elsevier, vol. 146(C), pages 111-119.
    43. Matias D. Cattaneo & Michael Jansson & Xinwei Ma, 2018. "Manipulation testing based on density discontinuity," Stata Journal, StataCorp LP, vol. 18(1), pages 234-261, March.
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