IDEAS home Printed from https://ideas.repec.org/a/eee/jcecon/v50y2022i2p454-473.html
   My bibliography  Save this article

The role of firms in the gender wage gap

Author

Listed:
  • Masso, Jaan
  • Meriküll, Jaanika
  • Vahter, Priit

Abstract

Recent research suggests that firm-level factors play a significant role in the gender wage gap. This paper analyses the role of sorting between and bargaining within firms for gender wage gap using the methodology of Card, Cardoso and Kline (2016) and employing linked employer-employee data from Estonia, a country with the highest gender wage gap in EU. We find that firm-level factors explain 40% of the gender wage gap and that the within-firm bargaining plays important role. This latter effect can reflect institutions like low minimum wages and union power. The role of firm-level factors has increased over time and is especially important at the top of the wage distribution and amongst workers that are more skilled. We also find, in contrast to some recent evidence from other countries, that parenthood is not activating the effects of firm-level wage premiums on the gender wage gap. This is likely related to work-family institutions in our sample country, such as job protection of mothers after childbirth and generous availability of formal childcare. The results point to the importance of institutions in the manifestation of firm level factors in the gender wage gap.

Suggested Citation

  • 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.
    • Handle: RePEc:eee:jcecon:v:50:y:2022:i:2:p:454-473
    DOI: 10.1016/j.jce.2021.10.001
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0147596721000639
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.jce.2021.10.001?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. Li, Jiang & Dostie, Benoit & Simard-Duplain, Gaëlle, 2020. "What Is the Role of Firm-Specific Pay Policies on the Gender Earnings Gap in Canada?," IZA Discussion Papers 13907, Institute of Labor Economics (IZA).
    2. 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.
    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. Morten Bennedsen & Elena Simintzi & Margarita Tsoutsoura & Daniel Wolfenzon, 2022. "Do Firms Respond to Gender Pay Gap Transparency?," Journal of Finance, American Finance Association, vol. 77(4), pages 2051-2091, August.
    5. Sandra E. Black & Alexandra Spitz-Oener, 2010. "Explaining Women's Success: Technological Change and the Skill Content of Women's Work," The Review of Economics and Statistics, MIT Press, vol. 92(1), pages 187-194, February.
    6. Christofides, Louis N. & Polycarpou, Alexandros & Vrachimis, Konstantinos, 2013. "Gender wage gaps, ‘sticky floors’ and ‘glass ceilings’ in Europe," Labour Economics, Elsevier, vol. 21(C), pages 86-102.
    7. 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.
    8. Paul Beaudry & Ethan Lewis, 2014. "Do Male-Female Wage Differentials Reflect Differences in the Return to Skill? Cross-City Evidence from 1980-2000," American Economic Journal: Applied Economics, American Economic Association, vol. 6(2), pages 178-194, April.
    9. Jaanika Meriküll & Maryna Tverdostup, 2020. "The Gap That Survived The Transition: The Gender Wage Gap Over Three Decades In Estonia," University of Tartu - Faculty of Economics and Business Administration Working Paper Series 127, Faculty of Economics and Business Administration, University of Tartu (Estonia).
    10. 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.
    11. 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.
    12. Magda, Iga & Gromadzki, Jan & Moriconi, Simone, 2021. "Firms and wage inequality in Central and Eastern Europe," Journal of Comparative Economics, Elsevier, vol. 49(2), pages 499-552.
    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. 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.
    15. Simona Ferraro & Jaanika Meriküll & Karsten Staehr, 2018. "Minimum wages and the wage distribution in Estonia," Applied Economics, Taylor & Francis Journals, vol. 50(49), pages 5253-5268, October.
    16. 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.
    17. 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.
    18. Bruce A. Weinberg, 2000. "Computer Use and the Demand for Female Workers," ILR Review, Cornell University, ILR School, vol. 53(2), pages 290-308, January.
    19. 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.
    20. Eva Branten & Ana Lamo & Tairi Room, 2018. "Nominal wage rigidity in the EU countries before and after the Great Recession: evidence from the WDN surveys," Bank of Estonia Working Papers wp2018-03, Bank of Estonia, revised 15 Jun 2018.
    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. 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.
    23. 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).
    24. 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.
    25. Fortin, Nicole M. & Bell, Brian & Böhm, Michael, 2017. "Top earnings inequality and the gender pay gap: Canada, Sweden, and the United Kingdom," Labour Economics, Elsevier, vol. 47(C), pages 107-123.
    26. Priit Vahter & Jaan Masso, 2019. "The contribution of multinationals to wage inequality: foreign ownership and the gender pay gap," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 155(1), pages 105-148, February.
    27. Marianne Bertrand & Sandra E Black & Sissel Jensen & Adriana Lleras-Muney, 2019. "Breaking the Glass Ceiling? The Effect of Board Quotas on Female Labour Market Outcomes in Norway," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 86(1), pages 191-239.
    28. Jaan Masso & Vladyslav Soloviov & Kerly Espenberg & Inta Mierina, 2019. "Social convergence of the Baltic states within the enlarged EU: Is limited social dialogue an impediment?," Chapters, in: Daniel Vaughan-Whitehead (ed.), Towards Convergence in Europe, chapter 2, pages 35-77, Edward Elgar Publishing.
    29. Dan Andrews & Chiara Criscuolo & Peter N. Gal, 2016. "The Best versus the Rest: The Global Productivity Slowdown, Divergence across Firms and the Role of Public Policy," OECD Productivity Working Papers 5, OECD Publishing.
    30. CompNet Task Force, 2014. "Micro-based evidence of EU competitiveness: The CompNet database," Working Paper Research 253, National Bank of Belgium.
    31. Rachel Croson & Uri Gneezy, 2009. "Gender Differences in Preferences," Journal of Economic Literature, American Economic Association, vol. 47(2), pages 448-474, June.
    32. Eva Branten & Ana Lamo & Tairi Room, 2018. "Nominal wage rigidity in the EU countries before and after the Great Recession: evidence from the WDN surveys," Bank of Estonia Working Papers wp2018-3, Bank of Estonia, revised 15 Jun 2018.
    33. Sarra Ben Yahmed, 2012. "Gender Wage Gaps across Skills and Trade Openness," AMSE Working Papers 1232, Aix-Marseille School of Economics, France, revised Nov 2012.
    34. Simona Comi & Mara Grasseni & Federica Origo & Laura Pagani, 2020. "Where Women Make a Difference: Gender Quotas and Firms’ Performance in Three European Countries," ILR Review, Cornell University, ILR School, vol. 73(3), pages 768-793, May.
    35. Casarico, A. & Lattanzio, S., 2019. "What Firms Do: Gender Inequality in Linked Employer-Employee Data," Cambridge Working Papers in Economics 1966, Faculty of Economics, University of Cambridge.
    36. 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.
    37. 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.
    38. Agata Maida & Andrea Weber, 2022. "Female Leadership and Gender Gap within Firms: Evidence from an Italian Board Reform," ILR Review, Cornell University, ILR School, vol. 75(2), pages 488-515, March.
    39. Ana Rute Cardoso & Paulo Guimarães & Pedro Portugal, 2016. "What drives the gender wage gap? A look at the role of firm and job-title heterogeneity," Oxford Economic Papers, Oxford University Press, vol. 68(2), pages 506-524.
    40. Claudia Goldin, 2014. "A Grand Gender Convergence: Its Last Chapter," American Economic Review, American Economic Association, vol. 104(4), pages 1091-1119, April.
    41. Bøler, Esther Ann & Javorcik, Beata & Ulltveit-Moe, Karen Helene, 2018. "Working across time zones: Exporters and the gender wage gap," Journal of International Economics, Elsevier, vol. 111(C), pages 122-133.
    42. Isaac Sorkin, 2017. "The Role of Firms in Gender Earnings Inequality: Evidence from the United States," American Economic Review, American Economic Association, vol. 107(5), pages 384-387, May.
    43. Marianne Bertrand, 2020. "Gender in the Twenty-First Century," AEA Papers and Proceedings, American Economic Association, vol. 110, pages 1-24, May.
    44. Olivier Bargain & Karina Doorley & Philippe Van Kerm, 2019. "Minimum Wages and the Gender GAP in Pay: New Evidence from the United Kingdom and Ireland," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 65(3), pages 514-539, September.
    45. Marc J. Melitz, 2003. "The Impact of Trade on Intra-Industry Reallocations and Aggregate Industry Productivity," Econometrica, Econometric Society, vol. 71(6), pages 1695-1725, November.
    46. Gimenez-Nadal, José Ignacio & Molina, José Alberto & Sevilla, Almudena, 2021. "Temporal Flexibility, Breaks at Work, and the Motherhood Wage Gap," IZA Discussion Papers 14578, Institute of Labor Economics (IZA).
    47. Jaan Masso & Kerly Espenberg, 2013. "Early application of fiscal austerity measures in the Baltic states," Chapters, in: Daniel Vaughan-Whitehead (ed.), Public Sector Shock, chapter 3, pages 84-133, Edward Elgar Publishing.
    48. Jaanika Meriküll, 2011. "Labour market mobility during a recession : the case of Estonia," Bank of Estonia Working Papers wp2011-01, Bank of Estonia, revised 22 Feb 2011.
    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. Ilona Pavlenkova & Luca Alfieri & Jaan Masso, 2021. "Effects Of Automation On The Gender Pay Gap: The Case Of Estonia," University of Tartu - Faculty of Economics and Business Administration Working Paper Series 131, Faculty of Economics and Business Administration, University of Tartu (Estonia).
    2. Xinxin Ma, 2022. "Internet use and gender wage gap: evidence from China," Journal for Labour Market Research, Springer;Institute for Employment Research/ Institut für Arbeitsmarkt- und Berufsforschung (IAB), vol. 56(1), pages 1-17, December.
    3. Li, Jiang & Dostie, Benoit & Simard-Duplain, Gaëlle, 2020. "What Is the Role of Firm-Specific Pay Policies on the Gender Earnings Gap in Canada?," IZA Discussion Papers 13907, Institute of Labor Economics (IZA).
    4. MA, Xinxin & CHENG, Jie, 2023. "The Impact of Trade Unions on the Gender Wage Gap : Evidence from China," Discussion Paper Series 752, Institute of Economic Research, Hitotsubashi University.
    5. Jaan Masso & Priit Vahter, 2020. "Innovation As A Firm-Level Factor Of The Gender Wage Gap," University of Tartu - Faculty of Economics and Business Administration Working Paper Series 128, Faculty of Economics and Business Administration, University of Tartu (Estonia).
    6. Meriküll, Jaanika & Tverdostup, Maryna, 2023. "The gap that survived the transition: The gender wage gap in Estonia over three decades," Economic Systems, Elsevier, vol. 47(3).
    7. Jan‐luca Hennig & Balazs Stadler, 2023. "Firm‐specific pay premiums and the gender wage gap in Europe," Post-Print hal-04171877, HAL.
    8. Jan‐Luca Hennig & Balazs Stadler, 2023. "Firm‐specific pay premiums and the gender wage gap in Europe," Economica, London School of Economics and Political Science, vol. 90(359), pages 911-936, July.

    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. 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.
    2. Casarico, A. & Lattanzio, S., 2019. "What Firms Do: Gender Inequality in Linked Employer-Employee Data," Cambridge Working Papers in Economics 1966, Faculty of Economics, University of Cambridge.
    3. Cruz, Gabriel & Rau, Tomás, 2022. "The effects of equal pay laws on firm pay premiums: Evidence from Chile," Labour Economics, Elsevier, vol. 75(C).
    4. 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.
    5. Hennig, Jan-Luca & Stadler, Balazs, 2021. "Firm-specific pay premiums and the gender wage gap in 21 European countries," VfS Annual Conference 2021 (Virtual Conference): Climate Economics 242354, Verein für Socialpolitik / German Economic Association.
    6. 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.
    7. Forth, John & Theodoropoulos, Nikolaos, 2022. "Earnings Discrimination in the Workplace," IZA Discussion Papers 15357, Institute of Labor Economics (IZA).
    8. Fanfani, Bernardo, 2022. "Tastes for discrimination in monopsonistic labour markets," Labour Economics, Elsevier, vol. 75(C).
    9. Anne‐Sophie Bruno & Nathalie Greenan & Jeremy Tanguy, 2021. "Does the Gender Mix Influence Collective Bargaining on Gender Equality? Evidence from France," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 60(4), pages 479-520, October.
    10. 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.
    11. Alessandra Casarico & Salvatore Lattanzio, 2023. "Behind the child penalty: understanding what contributes to the labour market costs of motherhood," Journal of Population Economics, Springer;European Society for Population Economics, vol. 36(3), pages 1489-1511, July.
    12. Christopher Neilson & Federico Huneeus & Conrad Miller & Seth Zimmerman, 2021. "Firm Sorting, College Major, and the Gender Earnings Gap," Working Papers 649, Princeton University, Department of Economics, Industrial Relations Section..
    13. Jan‐luca Hennig & Balazs Stadler, 2023. "Firm‐specific pay premiums and the gender wage gap in Europe," Post-Print hal-04171877, HAL.
    14. Keller, Wolfgang & Molina, Teresa & Olney, William W., 2023. "The gender gap among top business executives," Journal of Economic Behavior & Organization, Elsevier, vol. 211(C), pages 270-286.
    15. Magda, Iga & Salach, Katarzyna, 2019. "Gender Pay Gap Patterns in Domestic and Foreign-Owned Firms," IZA Discussion Papers 12453, Institute of Labor Economics (IZA).
    16. 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.
    17. Lavetti, Kurt & Schmutte, Ian M., 2023. "Gender differences in sorting on wages and risk," Journal of Econometrics, Elsevier, vol. 233(2), pages 507-523.
    18. Jan‐Luca Hennig & Balazs Stadler, 2023. "Firm‐specific pay premiums and the gender wage gap in Europe," Economica, London School of Economics and Political Science, vol. 90(359), pages 911-936, July.
    19. Jaanika Meriküll & Maryna Tverdostup, 2020. "The Gap That Survived The Transition: The Gender Wage Gap Over Three Decades In Estonia," University of Tartu - Faculty of Economics and Business Administration Working Paper Series 127, Faculty of Economics and Business Administration, University of Tartu (Estonia).
    20. Strittmatter, Anthony & Wunsch, Conny, 2021. "The Gender Pay Gap Revisited with Big Data: Do Methodological Choices Matter?," Working papers 2021/05, Faculty of Business and Economics - University of Basel.

    More about this item

    Keywords

    Gender wage gap; Firm-level productivity premiums; Sorting and bargaining; Distribution of wages; Skills; Motherhood penalty;
    All these keywords.

    JEL classification:

    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
    • J71 - Labor and Demographic Economics - - Labor Discrimination - - - Hiring and Firing
    • J16 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Gender; Non-labor Discrimination
    • D22 - Microeconomics - - Production and Organizations - - - Firm Behavior: Empirical Analysis

    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:jcecon:v:50:y:2022:i:2:p:454-473. 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/622864 .

    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.