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Unequal use of social insurance benefits: The role of employers

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  • Bana, Sarah
  • Bedard, Kelly
  • Rossin-Slater, Maya
  • Stearns, Jenna

Abstract

Disability Insurance (DI) and Paid Family Leave (PFL) programs are important sources of social insurance, but there is considerable inequality in benefit take-up, and little is known about the role of firms in determining benefit use. Using administrative data from California, we find that firms that pay higher earnings premiums also have substantially higher public DI and PFL take-up rates, and that this relationship is particularly strong among the lowest-earning workers within the firm. Our results suggest that changes in firm behavior may impact social insurance use, thus reducing an important dimension of inequality in America.

Suggested Citation

  • Bana, Sarah & Bedard, Kelly & Rossin-Slater, Maya & Stearns, Jenna, 2023. "Unequal use of social insurance benefits: The role of employers," Journal of Econometrics, Elsevier, vol. 233(2), pages 633-660.
    • Handle: RePEc:eee:econom:v:233:y:2023:i:2:p:633-660
    DOI: 10.1016/j.jeconom.2022.02.008
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    1. David Card & Ana Rute Cardoso & Joerg Heining & Patrick Kline, 2018. "Firms and Labor Market Inequality: Evidence and Some Theory," Journal of Labor Economics, University of Chicago Press, vol. 36(S1), pages 13-70.
    2. Asai, Yukiko, 2015. "Parental leave reforms and the employment of new mothers: Quasi-experimental evidence from Japan," Labour Economics, Elsevier, vol. 36(C), pages 72-83.
    3. Claudia Olivetti & Barbara Petrongolo, 2017. "The Economic Consequences of Family Policies: Lessons from a Century of Legislation in High-Income Countries," Journal of Economic Perspectives, American Economic Association, vol. 31(1), pages 205-230, Winter.
    4. Cameron,A. Colin & Trivedi,Pravin K., 2013. "Regression Analysis of Count Data," Cambridge Books, Cambridge University Press, number 9781107667273.
    5. David Card & Jörg Heining & Patrick Kline, 2013. "Workplace Heterogeneity and the Rise of West German Wage Inequality," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(3), pages 967-1015.
    6. Giulia Faggio & Kjell G. Salvanes & John Van Reenen, 2010. "The evolution of inequality in productivity and wages: panel data evidence," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 19(6), pages 1919-1951, December.
    7. Chen, Susan & van der Klaauw, Wilbert, 2008. "The work disincentive effects of the disability insurance program in the 1990s," Journal of Econometrics, Elsevier, vol. 142(2), pages 757-784, February.
    8. Riphahn, Regina T., 2004. "Employment protection and effort among German employees," Economics Letters, Elsevier, vol. 85(3), pages 353-357, December.
    9. Charles L. Baum II & Christopher J. Ruhm, 2016. "The Effects of Paid Family Leave in California on Labor Market Outcomes," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 35(2), pages 333-356, April.
    10. Gordon B. Dahl & Katrine V. L?ken & Magne Mogstad, 2014. "Peer Effects in Program Participation," American Economic Review, American Economic Association, vol. 104(7), pages 2049-2074, July.
    11. Jae Song & David J Price & Fatih Guvenen & Nicholas Bloom & Till von Wachter, 2019. "Firming Up Inequality," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(1), pages 1-50.
    12. Brenøe, Anne Ardila & Canaan, Serena & Harmon, Nikolaj & Royer, Heather, 2019. "Is Parental Leave Costly for Firms and Coworkers?," IZA Discussion Papers 12870, Institute of Labor Economics (IZA).
    13. John M. Abowd & Francis Kramarz & David N. Margolis, 1999. "High Wage Workers and High Wage Firms," Econometrica, Econometric Society, vol. 67(2), pages 251-334, March.
    14. Maya Rossin‐Slater & Christopher J. Ruhm & Jane Waldfogel, 2013. "The Effects of California's Paid Family Leave Program on Mothers’ Leave‐Taking and Subsequent Labor Market Outcomes," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 32(2), pages 224-245, March.
    15. David H. Autor & Mark G. Duggan, 2003. "The Rise in the Disability Rolls and the Decline in Unemployment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(1), pages 157-206.
    16. Patrick Kline & Raffaele Saggio & Mikkel Sølvsten, 2020. "Leave‐Out Estimation of Variance Components," Econometrica, Econometric Society, vol. 88(5), pages 1859-1898, September.
    17. Giuseppe Moscarini & Fabien Postel-Vinay, 2012. "The Contribution of Large and Small Employers to Job Creation in Times of High and Low Unemployment," American Economic Review, American Economic Association, vol. 102(6), pages 2509-2539, October.
    18. Christopher Taber & Rune Vejlin, 2020. "Estimation of a Roy/Search/Compensating Differential Model of the Labor Market," Econometrica, Econometric Society, vol. 88(3), pages 1031-1069, May.
    19. David Card & Ana Rute Cardoso & Patrick Kline, 2016. "Bargaining, Sorting, and the Gender Wage Gap: Quantifying the Impact of Firms on the Relative Pay of Women," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(2), pages 633-686.
    20. Ziebarth, Nicolas R. & Karlsson, Martin, 2010. "A natural experiment on sick pay cuts, sickness absence, and labor costs," Journal of Public Economics, Elsevier, vol. 94(11-12), pages 1108-1122, December.
    21. Isaac Sorkin, 2018. "Ranking Firms Using Revealed Preference," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 133(3), pages 1331-1393.
    22. Harald Dale-Olsen, 2014. "Sickness Absence, Sick Leave Pay, and Pay Schemes," LABOUR, CEIS, vol. 28(1), pages 40-63, March.
    23. Johansson, Per & Palme, Marten, 2005. "Moral hazard and sickness insurance," Journal of Public Economics, Elsevier, vol. 89(9-10), pages 1879-1890, September.
    24. Pedro Carneiro & Katrine V. Løken & Kjell G. Salvanes, 2015. "A Flying Start? Maternity Leave Benefits and Long-Run Outcomes of Children," Journal of Political Economy, University of Chicago Press, vol. 123(2), pages 365-412.
    25. Erling Barth & Alex Bryson & James C. Davis & Richard Freeman, 2016. "It's Where You Work: Increases in the Dispersion of Earnings across Establishments and Individuals in the United States," Journal of Labor Economics, University of Chicago Press, vol. 34(S2), pages 67-97.
    26. Tirthatanmoy Das & Solomon W. Polachek, 2015. "Unanticipated Effects Of California'S Paid Family Leave Program," Contemporary Economic Policy, Western Economic Association International, vol. 33(4), pages 619-635, October.
    27. Rita Ginja & Arizo Karimi & Pengpeng Xiao, 2023. "Employer Responses to Family Leave Programs," American Economic Journal: Applied Economics, American Economic Association, vol. 15(1), pages 107-135, January.
    28. Ziebarth, Nicolas R., 2013. "Long-term absenteeism and moral hazard—Evidence from a natural experiment," Labour Economics, Elsevier, vol. 24(C), pages 277-292.
    29. Andrea Ichino & Regina T. Riphahn, 2005. "The Effect of Employment Protection on Worker Effort: Absenteeism During and After Probation," Journal of the European Economic Association, MIT Press, vol. 3(1), pages 120-143, March.
    30. Claudia Olivetti & Barbara Petrongolo, 2017. "The Economic Consequences of Family Policies: Lessons from a Century of Legislation," Working Papers 811, Queen Mary University of London, School of Economics and Finance.
    31. Raj Chetty & Nathaniel Hendren & Patrick Kline & Emmanuel Saez, 2014. "Where is the land of Opportunity? The Geography of Intergenerational Mobility in the United States," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(4), pages 1553-1623.
    32. Huebener, Mathias & Jessen, Jonas & Kühnle, Daniel & Oberfichtner, Michael, 2021. "A Firm-Side Perspective on Parental Leave," IZA Discussion Papers 14478, Institute of Labor Economics (IZA).
    33. Mario Macis & Fabiano Schivardi, 2016. "Exports and Wages: Rent Sharing, Workforce Composition, or Returns to Skills?," Journal of Labor Economics, University of Chicago Press, vol. 34(4), pages 945-978.
    34. V. Joseph Hotz & Per Johansson & Arizo Karimi, 2017. "Parenthood, Family Friendly Workplaces, and the Gender Gaps in Early Work Careers," NBER Working Papers 24173, National Bureau of Economic Research, Inc.
    35. Per Pettersson-Lidbom & Peter Skogman Thoursie, 2013. "Temporary Disability Insurance and Labor Supply: Evidence from a Natural Experiment," Scandinavian Journal of Economics, Wiley Blackwell, vol. 115(2), pages 485-507, April.
    36. Benjamin Bruns, 2019. "Changes in Workplace Heterogeneity and How They Widen the Gender Wage Gap," American Economic Journal: Applied Economics, American Economic Association, vol. 11(2), pages 74-113, April.
    37. Burdett, Kenneth & Mortensen, Dale T, 1998. "Wage Differentials, Employer Size, and Unemployment," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 39(2), pages 257-273, May.
    38. Stearns, Jenna, 2015. "The effects of paid maternity leave: Evidence from Temporary Disability Insurance," Journal of Health Economics, Elsevier, vol. 43(C), pages 85-102.
    39. Magnus Henrekson & Mats Persson, 2004. "The Effects on Sick Leave of Changes in the Sickness Insurance System," Journal of Labor Economics, University of Chicago Press, vol. 22(1), pages 87-114, January.
    40. Jonathan Gruber, 2000. "Disability Insurance Benefits and Labor Supply," Journal of Political Economy, University of Chicago Press, vol. 108(6), pages 1162-1183, December.
    41. Elise Coudin & Sophie Maillard & Maxime Tô, 2018. "Family, Firms and the Gender Wage Gap in France," Working Papers 2018-09, Center for Research in Economics and Statistics.
    42. Emmanuel Saez & Gabriel Zucman, 2016. "Editor's Choice Wealth Inequality in the United States since 1913: Evidence from Capitalized Income Tax Data," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(2), pages 519-578.
    43. Sarah H. Bana & Kelly Bedard & Maya Rossin‐Slater, 2020. "The Impacts of Paid Family Leave Benefits: Regression Kink Evidence from California Administrative Data," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 39(4), pages 888-929, September.
    44. Georges Dionne & Benoit Dostie, 2007. "New Evidence on the Determinants of Absenteeism Using Linked Employer-Employee Data," ILR Review, Cornell University, ILR School, vol. 61(1), pages 108-120, October.
    45. Ann Bartel & Maya Rossin-Slater & Christopher Ruhm & Jenna Stearns & Jane Waldfogel, 2015. "Paid Family Leave, Fathers’ Leave-Taking, and Leave-Sharing in Dual-Earner Households," NBER Working Papers 21747, National Bureau of Economic Research, Inc.
    46. Jenna E. Stearns, 2018. "The Long-Run Effects of Wage Replacement and Job Protection: Evidence from Two Maternity Leave Reforms in Great Britain," NBER Chapters, in: Trans-Atlantic Public Economics Seminar 2018, National Bureau of Economic Research, Inc.
    47. Ann P. Bartel & Maya Rossin†Slater & Christopher J. Ruhm & Jenna Stearns & Jane Waldfogel, 2018. "Paid Family Leave, Fathers’ Leave†Taking, and Leave†Sharing in Dual†Earner Households," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 37(1), pages 10-37, January.
    48. M. J. Andrews & L. Gill & T. Schank & R. Upward, 2008. "High wage workers and low wage firms: negative assortative matching or limited mobility bias?," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 171(3), pages 673-697, June.
    49. repec:hal:spmain:info:hdl:2441/59cr4u3mmr9pobrceptvua5g8c is not listed on IDEAS
    50. Bartel, Ann P. & Rossin-Slater, Maya & Ruhm, Christopher J. & Slopen, Meredith & Waldfogel, Jane, 2021. "The Impact of Paid Family Leave on Employers: Evidence from New York," IZA Discussion Papers 14262, Institute of Labor Economics (IZA).
    51. Sarah Bana & Kelly Bedard & Maya Rossin-Slater, 2018. "Trends and Disparities in Leave Use under California's Paid Family Leave Program: New Evidence from Administrative Data," AEA Papers and Proceedings, American Economic Association, vol. 108, pages 388-391, May.
    52. Claudia Olivetti & Barbara Petrongolo, 2017. "The Economic Consequences of Family Policies: Lessons from a Century of Legislation in High-Income Countries," Journal of Economic Perspectives, American Economic Association, vol. 31(1), pages 205-230, Winter.
    53. Stearns, Jenna & White, Corey, 2018. "Can paid sick leave mandates reduce leave-taking?," Labour Economics, Elsevier, vol. 51(C), pages 227-246.
    54. John M. Abowd & Paul A. Lengermann & Kevin L. McKinney, 2002. "The Measurement of Human Capital in the U.S. Economy," Longitudinal Employer-Household Dynamics Technical Papers 2002-09, Center for Economic Studies, U.S. Census Bureau, revised Mar 2003.
    55. Giuseppe Moscarini & Fabien Postel-Vinay, 2012. "The Contribution of Large and Small Employers to Job Creation in Times of High and Low Unemployment," American Economic Review, American Economic Association, vol. 102(6), pages 2509-2539, October.
    56. François Gerard & Lorenzo Lagos & Edson Severnini & David Card, 2021. "Assortative Matching or Exclusionary Hiring? The Impact of Employment and Pay Policies on Racial Wage Differences in Brazil," American Economic Review, American Economic Association, vol. 111(10), pages 3418-3457, October.
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    Cited by:

    1. Anikó Bíró & Márta Bisztray & João G. da Fonseca & Tímea Laura Molnár, 2023. "Accident-induced absence from work and wage ladders," IFS Working Papers W23/30, Institute for Fiscal Studies.
    2. Brenøe, Anne Ardila & Canaan, Serena & Harmon, Nikolaj & Royer, Heather, 2019. "Is Parental Leave Costly for Firms and Coworkers?," IZA Discussion Papers 12870, Institute of Labor Economics (IZA).
    3. Sarah H. Bana & Kelly Bedard & Maya Rossin‐Slater, 2020. "The Impacts of Paid Family Leave Benefits: Regression Kink Evidence from California Administrative Data," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 39(4), pages 888-929, September.
    4. Schmutte, Ian M. & Skira, Meghan M., 2020. "The Response of Firms to Maternity Leave and Sickness Absence," GLO Discussion Paper Series 691, Global Labor Organization (GLO).
    5. Bonacini, Luca & Patriarca, Fabrizio & Santoni, Edoardo, 2024. "Background wage premia, beyond education: firm sorting and unobserved abilities," GLO Discussion Paper Series 1459, Global Labor Organization (GLO).
    6. Slopen, Meredith, 2023. "The impact of paid sick leave mandates on women's health," Social Science & Medicine, Elsevier, vol. 323(C).
    7. Ann P. Bartel & Maya Rossin-Slater & Christopher J. Ruhm & Meredith Slopen & Jane Waldfogel, 2021. "The Impact of Paid Family Leave on Employers: Evidence from New York," NBER Working Papers 28672, National Bureau of Economic Research, Inc.
    8. Claudia Goldin & Sari Pekkala Kerr & Claudia Olivetti, 2020. "Why Firms Offer Paid Parental Leave: An Exploratory Study," NBER Working Papers 26617, National Bureau of Economic Research, Inc.
    9. Lachowska, Marta & Mas, Alexandre & Saggio, Raffaele & Woodbury, Stephen A., 2023. "Do firm effects drift? Evidence from Washington administrative data," Journal of Econometrics, Elsevier, vol. 233(2), pages 375-395.
    10. Jason Sockin, 2022. "Show Me the Amenity: Are Higher-Paying Firms Better All Around?," CESifo Working Paper Series 9842, CESifo.
    11. Biro, Aniko & Boza, István & Gyetvai, Attila & Prinz, Daniel, 2024. "Health Shocks, Social Insurance, and Firms," IZA Discussion Papers 17069, Institute of Labor Economics (IZA).

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    More about this item

    Keywords

    Disability Insurance; Paid family Leave; Social insurance; Firm premium;
    All these keywords.

    JEL classification:

    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
    • J32 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Nonwage Labor Costs and Benefits; Retirement Plans; Private Pensions
    • J38 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Public Policy

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