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The Long-Run Effects of California’s Paid Family Leave Act on Women’s Careers and Childbearing: New Evidence from a Regression Discontinuity Design and U.S. Tax Data

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  • Martha J. Bailey
  • Tanya S. Byker
  • Elena Patel
  • Shanthi Ramnath

Abstract

We use administrative tax data to analyze the cumulative, long-run effects of California’s 2004 Paid Family Leave Act (CPFL) on women’s employment, earnings, and childbearing. A regression-discontinuity design exploits the sharp increase in the weeks of paid leave available under the law. We find no evidence that CPFL increased employment, boosted earnings, or encouraged childbearing, suggesting that CPFL had little effect on the gender pay gap or child penalty. For first-time mothers, we find that CPFL reduced employment and earnings roughly a decade after they gave birth.

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  • Martha J. Bailey & Tanya S. Byker & Elena Patel & Shanthi Ramnath, 2019. "The Long-Run Effects of California’s Paid Family Leave Act on Women’s Careers and Childbearing: New Evidence from a Regression Discontinuity Design and U.S. Tax Data," NBER Working Papers 26416, National Bureau of Economic Research, Inc.
    • Handle: RePEc:nbr:nberwo:26416
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    1. 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.
    2. Joseph G. Altonji & Todd E. Elder & Christopher R. Taber, 2005. "Selection on Observed and Unobserved Variables: Assessing the Effectiveness of Catholic Schools," Journal of Political Economy, University of Chicago Press, vol. 113(1), pages 151-184, February.
    3. Jacobson, Louis S & LaLonde, Robert J & Sullivan, Daniel G, 1993. "Earnings Losses of Displaced Workers," American Economic Review, American Economic Association, vol. 83(4), pages 685-709, September.
    4. Kasey S. Buckles & Daniel M. Hungerman, 2013. "Season of Birth and Later Outcomes: Old Questions, New Answers," The Review of Economics and Statistics, MIT Press, vol. 95(3), pages 711-724, July.
    5. 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.
    6. Louis S. Jacobson & Robert J. LaLonde & Daniel G. Sullivan, 1993. "Long-term earnings losses of high-seniority displaced workers," Economic Perspectives, Federal Reserve Bank of Chicago, vol. 17(Nov), pages 2-20.
    7. Ted O'Donoghue & Matthew Rabin, 2001. "Choice and Procrastination," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(1), pages 121-160.
    8. Fatih Guvenen & Greg Kaplan & Jae Song, 2014. "The Glass Ceiling and the Paper Floor: Gender Differences among Top Earners, 1981–2012," Working Papers 716, Federal Reserve Bank of Minneapolis.
    9. Francine D. Blau & Lawrence M. Kahn, 2013. "Female Labor Supply: Why Is the United States Falling Behind?," American Economic Review, American Economic Association, vol. 103(3), pages 251-256, May.
    10. 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.
    11. Henrik Kleven & Camille Landais & Jakob Egholt Søgaard, 2019. "Children and Gender Inequality: Evidence from Denmark," American Economic Journal: Applied Economics, American Economic Association, vol. 11(4), pages 181-209, October.
    12. Francine D. Blau & Lawrence M. Kahn, 2017. "The Gender Wage Gap: Extent, Trends, and Explanations," Journal of Economic Literature, American Economic Association, vol. 55(3), pages 789-865, September.
    13. Martha J. Bailey & Janet Currie & Hannes Schwandt, 2022. "The Covid-19 Baby Bump: The Unexpected Increase in U.S. Fertility Rates in Response to the Pandemic," Working Papers 2022-30, Princeton University. Economics Department..
    14. Washbrook Elizabeth & Ruhm Christopher J & Waldfogel Jane & Han Wen-Jui, 2011. "Public Policies, Women's Employment after Childbearing, and Child Well-Being," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 11(1), pages 1-50, July.
    15. 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.
    16. David A. Matsa & Amalia R. Miller, 2011. "Chipping Away at the Glass Ceiling: Gender Spillovers in Corporate Leadership," American Economic Review, American Economic Association, vol. 101(3), pages 635-639, May.
    17. 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.
    18. Baker, Michael & Milligan, Kevin, 2008. "Maternal employment, breastfeeding, and health: Evidence from maternity leave mandates," Journal of Health Economics, Elsevier, vol. 27(4), pages 871-887, July.
    19. Gordon B. Dahl & Katrine V. Løken & Magne Mogstad & Kari Vea Salvanes, 2016. "What Is the Case for Paid Maternity Leave?," The Review of Economics and Statistics, MIT Press, vol. 98(4), pages 655-670, October.
    20. Jane Waldfogel, 1999. "The impact of the family and medical leave act," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 18(2), pages 281-302.
    21. White, Halbert, 1980. "A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity," Econometrica, Econometric Society, vol. 48(4), pages 817-838, May.
    22. 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.
    23. Marianne Bertrand & Kevin F. Hallock, 2001. "The Gender Gap in Top Corporate Jobs," ILR Review, Cornell University, ILR School, vol. 55(1), pages 3-21, October.
    24. Sebastian Calonico & Matias D Cattaneo & Max H Farrell, 2020. "Optimal bandwidth choice for robust bias-corrected inference in regression discontinuity designs," The Econometrics Journal, Royal Economic Society, vol. 23(2), pages 192-210.
    25. Justin McCrary, 2007. "The Effect of Court-Ordered Hiring Quotas on the Composition and Quality of Police," American Economic Review, American Economic Association, vol. 97(1), pages 318-353, March.
    26. Marianne Bertrand & Esther Duflo & Sendhil Mullainathan, 2004. "How Much Should We Trust Differences-In-Differences Estimates?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(1), pages 249-275.
    27. Liu Qian & Skans Oskar Nordstrom, 2010. "The Duration of Paid Parental Leave and Children's Scholastic Performance," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 10(1), pages 1-35, January.
    28. Wen-Jui Han & Christopher Ruhm & Jane Waldfogel, 2009. "Parental leave policies and parents' employment and leave-taking," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 28(1), pages 29-54.
    29. Jessica E. Pac & Ann P. Bartel & Christopher J. Ruhm & Jane Waldfogel, 2019. "Paid Family Leave and Breastfeeding: Evidence from California," NBER Working Papers 25784, National Bureau of Economic Research, Inc.
    30. Kory Kroft & Fabian Lange & Matthew J. Notowidigdo, 2013. "Duration Dependence and Labor Market Conditions: Evidence from a Field Experiment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(3), pages 1123-1167.
    31. Avendano, Mauricio & Berkman, Lisa F. & Brugiavini, Agar & Pasini, Giacomo, 2015. "The long-run effect of maternity leave benefits on mental health: Evidence from European countries," Social Science & Medicine, Elsevier, vol. 132(C), pages 45-53.
    32. 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.
    33. Bruce D. Meyer & Wallace K. C. Mok & James X. Sullivan, 2015. "Household Surveys in Crisis," Journal of Economic Perspectives, American Economic Association, vol. 29(4), pages 199-226, Fall.
    34. Gary S. Becker & H. Gregg Lewis, 1974. "Interaction between Quantity and Quality of Children," NBER Chapters, in: Economics of the Family: Marriage, Children, and Human Capital, pages 81-90, National Bureau of Economic Research, Inc.
    35. Blau, Francine D. & Kahn, Lawrence M., 2013. "Female Labor Supply: Why is the US Falling Behind?," IZA Discussion Papers 7140, Institute of Labor Economics (IZA).
    36. repec:bpj:bejeap:v:4:y:2014:i:4:p:33:n:9 is not listed on IDEAS
    37. 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.
    38. 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.
    39. Tanya S. Byker, 2016. "Paid Parental Leave Laws in the United States: Does Short-Duration Leave Affect Women's Labor-Force Attachment?," American Economic Review, American Economic Association, vol. 106(5), pages 242-246, May.
    40. Claudia Goldin & Joshua Mitchell, 2017. "The New Life Cycle of Women's Employment: Disappearing Humps, Sagging Middles, Expanding Tops," Journal of Economic Perspectives, American Economic Association, vol. 31(1), pages 161-182, Winter.
    41. Lichtman-Sadot Shirlee, 2014. "The Value of Postponing Pregnancy: California’s Paid Family Leave and the Timing of Pregnancies," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 14(4), pages 1467-1499, October.
    42. Baum, Charles II, 2003. "The effect of state maternity leave legislation and the 1993 Family and Medical Leave Act on employment and wages," Labour Economics, Elsevier, vol. 10(5), pages 573-596, October.
    43. Arellano, M, 1987. "Computing Robust Standard Errors for Within-Groups Estimators," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 49(4), pages 431-434, November.
    44. repec:bpj:bejeap:v:4:y:2014:i:4:p:1467-1499:n:9 is not listed on IDEAS
    45. Bullinger, Lindsey Rose, 2019. "The Effect of Paid Family Leave on Infant and Parental Health in the United States," Journal of Health Economics, Elsevier, vol. 66(C), pages 101-116.
    46. Becker, Gary S & Murphy, Kevin M, 1988. "A Theory of Rational Addiction," Journal of Political Economy, University of Chicago Press, vol. 96(4), pages 675-700, August.
    47. 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.
    48. David A. Matsa & Amalia R. Miller, 2011. "Chipping Away at the Glass Ceiling: Gender Spillovers in Corporate Leadership," American Economic Review, American Economic Association, pages 635-639.
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    Cited by:

    1. 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.
    2. Marie Hyland & Simeon Djankov & Pinelopi Koujianou Goldberg, 2020. "Gendered Laws and Women in the Workforce," American Economic Review: Insights, American Economic Association, vol. 2(4), pages 475-490, December.
    3. Maclean, J. Catherine & Pichler, Stefan & Ziebarth, Nicolas R., 2020. "Mandated Sick Pay: Coverage, Utilization, and Welfare Effects," IZA Discussion Papers 13132, Institute of Labor Economics (IZA).
    4. Cortes, Patricia & Pan, Jessica, 2020. "Children and the Remaining Gender Gaps in the Labor Market," IZA Discussion Papers 13759, Institute of Labor Economics (IZA).
    5. Timpe, Brenden, 2024. "The labor market impacts of America’s first paid maternity leave policy," Journal of Public Economics, Elsevier, vol. 231(C).
    6. Elira Kuka & Na'ama Shenhav, 2024. "Long-Run Effects of Incentivizing Work after Childbirth," American Economic Review, American Economic Association, vol. 114(6), pages 1692-1722, June.
    7. Benjamin Hansen & Drew McNichols, 2020. "Information and the Persistence of the Gender Wage Gap: Early Evidence from California's Salary History Ban," NBER Working Papers 27054, National Bureau of Economic Research, Inc.
    8. Henrik Kleven & Camille Landais & Johanna Posch & Andreas Steinhauer & Josef Zweimüller, 2024. "Do Family Policies Reduce Gender Inequality? Evidence from 60 Years of Policy Experimentation," American Economic Journal: Economic Policy, American Economic Association, vol. 16(2), pages 110-149, May.
    9. Canaan, Serena & Lassen, Anne Sophie & Rosenbaum, Philip & Steingrimsdottir, Herdis, 2022. "Maternity Leave and Paternity Leave: Evidence on the Economic Impact of Legislative Changes in High Income Countries," IZA Discussion Papers 15129, Institute of Labor Economics (IZA).
    10. Johanna Catherine Maclean & Stefan Pichler & Nicolas R. Ziebarth, 2020. "Mandated Sick Pay: Coverage, Utilization, and Crowding-In," NBER Working Papers 26832, National Bureau of Economic Research, Inc.
    11. Fariha Kamal & Asha Sundaram & Cristina J. Tello-Trillo, 2020. "Family-Leave Mandates and Female Labor at U.S. Firms: Evidence from a Trade Shock," Working Papers 20-25, Center for Economic Studies, U.S. Census Bureau.

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    JEL classification:

    • J08 - Labor and Demographic Economics - - General - - - Labor Economics Policies
    • J1 - Labor and Demographic Economics - - Demographic Economics
    • J13 - Labor and Demographic Economics - - Demographic Economics - - - Fertility; Family Planning; Child Care; Children; Youth

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