IDEAS home Printed from https://ideas.repec.org/a/eee/econom/v233y2023i2p507-523.html
   My bibliography  Save this article

Gender differences in sorting on wages and risk

Author

Listed:
  • Lavetti, Kurt
  • Schmutte, Ian M.

Abstract

We use Brazilian matched employer–employee data to provide new evidence on gender disparities in labor market sorting on wages and workplace safety. We show that women and men sort in highly disparate, but systematic, ways on the basis of physical risk, despite sorting almost identically on financial risk. To understand what factors might explain these gender differences in sorting, we begin by ruling out the possibility that men and women receive different compensating wage differentials for risk. We find that women do earn smaller establishment wage premia than men on average, but this difference is also unlikely to explain the sorting patterns. Despite having little direct effect on wages, sorting on safety may have large indirect effects on the wage gap through its outsized influence on the segregation of women and men across establishments. This segregation results in men earning substantially higher establishment wage premia, which explains 28% of the entire gender wage gap in Brazil.

Suggested Citation

  • Lavetti, Kurt & Schmutte, Ian M., 2023. "Gender differences in sorting on wages and risk," Journal of Econometrics, Elsevier, vol. 233(2), pages 507-523.
    • Handle: RePEc:eee:econom:v:233:y:2023:i:2:p:507-523
    DOI: 10.1016/j.jeconom.2022.06.012
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S030440762200183X
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.jeconom.2022.06.012?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 search for a different version of it.

    References listed on IDEAS

    as
    1. 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.
    2. Judith K. Hellerstein & David Neumark, 2008. "Workplace Segregation in the United States: Race, Ethnicity, and Skill," The Review of Economics and Statistics, MIT Press, vol. 90(3), pages 459-477, August.
    3. Bertrand, Marianne, 2011. "New Perspectives on Gender," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 17, pages 1543-1590, Elsevier.
    4. Luca Paolo Merlino & Pierpaolo Parrotta & Dario Pozzoli, 2018. "Gender Differences in Sorting," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 57(4), pages 671-709, October.
    5. Hersch, Joni, 1998. "Compensating Differentials for Gender-Specific Job Injury Risks," American Economic Review, American Economic Association, vol. 88(3), pages 598-627, June.
    6. 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.
    7. Thomas DeLeire & Helen Levy, 2004. "Worker Sorting and the Risk of Death on the Job," Journal of Labor Economics, University of Chicago Press, vol. 22(4), pages 925-954, October.
    8. 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.
    9. Leeth, John D & Ruser, John, 2003. "Compensating Wage Differentials for Fatal and Nonfatal Injury Risk by Gender and Race," Journal of Risk and Uncertainty, Springer, vol. 27(3), pages 257-277, December.
    10. Alexandre Mas & Amanda Pallais, 2017. "Valuing Alternative Work Arrangements," American Economic Review, American Economic Association, vol. 107(12), pages 3722-3759, December.
    11. Lalive, Rafael, 2003. "Did We Overestimate the Value of Health?," Journal of Risk and Uncertainty, Springer, vol. 27(2), pages 171-193, October.
    12. 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.
    13. 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.
    14. 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.
    15. Matthew Wiswall & Basit Zafar, 2018. "Preference for the Workplace, Investment in Human Capital, and Gender," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 133(1), pages 457-507.
    16. Claudia Goldin, 2014. "A Grand Gender Convergence: Its Last Chapter," American Economic Review, American Economic Association, vol. 104(4), pages 1091-1119, April.
    17. Cristian Bartolucci, 2013. "Gender Wage Gaps Reconsidered: A Structural Approach Using Matched Employer-Employee Data," Journal of Human Resources, University of Wisconsin Press, vol. 48(4), pages 998-1034.
    18. Woodcock, Simon D., 2008. "Wage differentials in the presence of unobserved worker, firm, and match heterogeneity," Labour Economics, Elsevier, vol. 15(4), pages 771-793, August.
    19. Wehn-Jyuan Tsai & Jin-Tan Liu & James Hammitt, 2011. "Aggregation Biases in Estimates of the Value per Statistical Life: Evidence from Longitudinal Matched Worker-Firm Data in Taiwan," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 49(3), pages 425-443, July.
    20. Bonin, Holger & Dohmen, Thomas & Falk, Armin & Huffman, David & Sunde, Uwe, 2007. "Cross-sectional earnings risk and occupational sorting: The role of risk attitudes," Labour Economics, Elsevier, vol. 14(6), pages 926-937, December.
    21. Claudia Goldin & Sari Pekkala Kerr & Claudia Olivetti & Erling Barth, 2017. "The Expanding Gender Earnings Gap: Evidence from the LEHD-2000 Census," American Economic Review, American Economic Association, vol. 107(5), pages 110-114, May.
    22. 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.
    23. Luca Paolo Merlino & Pierpaolo Parrotta & Dario Pozzoli, 2018. "Gender Differences in Sorting," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 57(4), pages 671-709, October.
    24. Ilse Lindenlaub & Fabien Postel-Vinay, 2023. "Multidimensional Sorting under Random Search," Journal of Political Economy, University of Chicago Press, vol. 131(12), pages 3497-3539.
    25. Kimberly Bayard & Judith Hellerstein & David Neumark & Kenneth Troske, 2003. "New Evidence on Sex Segregation and Sex Differences in Wages from Matched Employee-Employer Data," Journal of Labor Economics, University of Chicago Press, vol. 21(4), pages 887-922, October.
    26. John M. Abowd & Robert H. Creecy & Francis Kramarz, 2002. "Computing Person and Firm Effects Using Linked Longitudinal Employer-Employee Data," Longitudinal Employer-Household Dynamics Technical Papers 2002-06, Center for Economic Studies, U.S. Census Bureau.
    27. Garen, John, 1988. "Compensating Wage Differentials and the Endogeneity of Job Riskiness," The Review of Economics and Statistics, MIT Press, vol. 70(1), pages 9-16, February.
    28. Pierpaolo Parrotta & D. Pozzoli & L. P. Merlino, 2018. "Gender Differences in Sorting," Post-Print hal-01809951, HAL.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. David Card & Jesse Rothstein & Moises Yi, 2024. "Industry Wage Differentials: A Firm-Based Approach," Journal of Labor Economics, University of Chicago Press, vol. 42(S1), pages 11-59.

    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. Gallen, Yana & Lesner, Rune V. & Vejlin, Rune, 2019. "The labor market gender gap in Denmark: Sorting out the past 30 years," Labour Economics, Elsevier, vol. 56(C), pages 58-67.
    2. Forth, John & Theodoropoulos, Nikolaos, 2022. "Earnings Discrimination in the Workplace," IZA Discussion Papers 15357, Institute of Labor Economics (IZA).
    3. 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.
    4. Sarah Louise Jewell & Giovanni Razzu & Carl Singleton, 2020. "Who Works for Whom and the UK Gender Pay Gap," British Journal of Industrial Relations, London School of Economics, vol. 58(1), pages 50-81, March.
    5. Alessandra Casarico & Salvatore Lattanzio, 2024. "What Firms Do: Gender Inequality in Linked Employer-Employee Data," Journal of Labor Economics, University of Chicago Press, vol. 42(2), pages 325-355.
    6. Masso, Jaan & Meriküll, Jaanika & Vahter, Priit, 2022. "The role of firms in the gender wage gap," Journal of Comparative Economics, Elsevier, vol. 50(2), pages 454-473.
    7. Morchio, Iacopo & Moser, Christian, 2018. "The Gender Pay Gap: Micro Sources and Macro Consequences," MPRA Paper 99276, University Library of Munich, Germany, revised 24 Mar 2020.
    8. Cruz, Gabriel & Rau, Tomás, 2022. "The effects of equal pay laws on firm pay premiums: Evidence from Chile," Labour Economics, Elsevier, vol. 75(C).
    9. Barth, Erling & Kerr, Sari Pekkala & Olivetti, Claudia, 2021. "The dynamics of gender earnings differentials: Evidence from establishment data," European Economic Review, Elsevier, vol. 134(C).
    10. Popov, Alexander, 2022. "The division of spoils in a booming industry," Journal of Economic Behavior & Organization, Elsevier, vol. 198(C), pages 341-369.
    11. Moritz Drechsel-Grau & Felix Holub, 2020. "Gender Gaps and the Role of Bosses," CRC TR 224 Discussion Paper Series crctr224_2020_237, University of Bonn and University of Mannheim, Germany.
    12. Jiang Li & Benoit Dostie & Gäelle Simard-Duplain, 2020. "What is the Role of Firm-Specific Pay Policies on the Gender Earnings Gap in Canada?," CIRANO Working Papers 2020s-67, CIRANO.
    13. Jason Sockin, 2022. "Show Me the Amenity: Are Higher-Paying Firms Better All Around?," CESifo Working Paper Series 9842, CESifo.
    14. Cody Cook & Rebecca Diamond & Jonathan V Hall & John A List & Paul Oyer, 2021. "The Gender Earnings Gap in the Gig Economy: Evidence from over a Million Rideshare Drivers [Measuring the Gig Economy: Current Knowledge and Open Issues]," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 88(5), pages 2210-2238.
    15. Stéphane Bonhomme & Kerstin Holzheu & Thibaut Lamadon & Elena Manresa & Magne Mogstad & Bradley Setzler, 2023. "How Much Should We Trust Estimates of Firm Effects and Worker Sorting?," Journal of Labor Economics, University of Chicago Press, vol. 41(2), pages 291-322.
    16. Luca Paolo Merlino & Pierpaolo Parrotta & Dario Pozzoli, 2018. "Gender Differences in Sorting," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 57(4), pages 671-709, October.
    17. Benjamin Lochner & Bastian Schulz, 2024. "Firm Productivity, Wages, and Sorting," Journal of Labor Economics, University of Chicago Press, vol. 42(1), pages 85-119.
    18. Frech, Maria & Maideu-Morera, Gerard, 2024. "The Hidden Demand for Flexibility: a Theory for Gendered Employment Dynamics," TSE Working Papers 24-1588, Toulouse School of Economics (TSE).
    19. Holly Monti & Martha Stinson & Lori Zehr, 2020. "How Long Do Early Career Decisions Follow Women? The Impact of Employer History on the Gender Wage Gap," Journal of Labor Research, Springer, vol. 41(3), pages 189-232, September.
    20. Mallika Thomas, 2024. "Effects of Peer Groups on the Gender-Wage Gap and Life After the MBA: Evidence from the Random Assignment of MBA Peers," Upjohn Working Papers 24-402, W.E. Upjohn Institute for Employment Research.

    More about this item

    Keywords

    Wage differentials; Gender; Occupational sorting;
    All these keywords.

    JEL classification:

    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
    • J16 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Gender; Non-labor Discrimination
    • J17 - Labor and Demographic Economics - - Demographic Economics - - - Value of Life; Foregone Income

    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:econom:v:233:y:2023:i:2:p:507-523. 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/jeconom .

    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.