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Who works for whom and the UK gender pay gap

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  • Sarah Louise Jewell

    (Department of Economics, University of Reading)

  • Giovanni Razzu

    (Department of Economics, University of Reading)

  • Carl Singleton

    (Department of Economics, University of Reading)

Abstract

This study reports novel facts about the UK gender pay gap. We use a representative, longitudinal and linked employer-employee dataset for 2002-16. Men's average log hourly wage was 22 points higher than women's in this period. We find 16% of this raw pay gap is accounted for by estimated firm-specific wage effects. This is almost three times the amount explained by gender occupation differences. When we decompose a preadjusted measure of the pay gap, we find less than 1 percentage point or a 6% share is accounted for by the gender allocation across high and low wage firms. In other words, only a small share of what is traditionally referred to as the 'unexplained' part of the pay gap is explained by the differences between men and women in whom they work for.

Suggested Citation

  • Sarah Louise Jewell & Giovanni Razzu & Carl Singleton, 2019. "Who works for whom and the UK gender pay gap," Economics Discussion Papers em-dp2019-06, Department of Economics, University of Reading.
  • Handle: RePEc:rdg:emxxdp:em-dp2019-06
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    File URL: http://www.reading.ac.uk/web/FILES/economics/emdp201906v2.pdf
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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. 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. 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.
    4. 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.
    5. Andrews, M.J. & Gill, L. & Schank, T. & Upward, R., 2012. "High wage workers match with high wage firms: Clear evidence of the effects of limited mobility bias," Economics Letters, Elsevier, vol. 117(3), pages 824-827.
    6. Schaefer, Daniel & Singleton, Carl, 2017. "Recent changes in British wage inequality: Evidence from firms and occupations," MPRA Paper 76744, University Library of Munich, Germany.
    7. Alan Manning & Joanna Swaffield, 2008. "The gender gap in early-career wage growth," Economic Journal, Royal Economic Society, vol. 118(530), pages 983-1024, July.
    8. Marie Drolet & Karen Mumford, 2012. "The Gender Pay Gap for Private-Sector Employees in Canada and Britain," British Journal of Industrial Relations, London School of Economics, vol. 50(3), pages 529-553, September.
    9. Doris Weichselbaumer & Rudolf Winter‐Ebmer, 2005. "A Meta‐Analysis of the International Gender Wage Gap," Journal of Economic Surveys, Wiley Blackwell, vol. 19(3), pages 479-511, July.
    10. 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.
    11. Rafael Lopes de Melo, 2018. "Firm Wage Differentials and Labor Market Sorting: Reconciling Theory and Evidence," Journal of Political Economy, University of Chicago Press, vol. 126(1), pages 313-346.
    12. 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.
    13. Jonah B. Gelbach, 2016. "When Do Covariates Matter? And Which Ones, and How Much?," Journal of Labor Economics, University of Chicago Press, vol. 34(2), pages 509-543.
    14. 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.
    15. Paulo Guimarães & Pedro Portugal, 2010. "A simple feasible procedure to fit models with high-dimensional fixed effects," Stata Journal, StataCorp LP, vol. 10(4), pages 628-649, December.
    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. 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.
    18. 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.
    19. Karen Mumford & Peter N Smith, "undated". "The Gender Earnings Gap in Britain," Discussion Papers 04/05, Department of Economics, University of York.
    20. Oaxaca, Ronald, 1973. "Male-Female Wage Differentials in Urban Labor Markets," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 14(3), pages 693-709, October.
    21. 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.
    22. Jan Eeckhout & Philipp Kircher, 2011. "Identifying Sorting--In Theory," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 78(3), pages 872-906.
    23. Karen Mumford & Peter N. Smith, 2007. "The Gender Earnings Gap In Britain: Including The Workplace," Manchester School, University of Manchester, vol. 75(6), pages 653-672, December.
    24. Claudia Goldin, 2014. "A Grand Gender Convergence: Its Last Chapter," American Economic Review, American Economic Association, vol. 104(4), pages 1091-1119, April.
    25. Razzu, Giovanni & Singleton, Carl, 2016. "Gender and the business cycle: An analysis of labour markets in the US and UK," Journal of Macroeconomics, Elsevier, vol. 47(PB), pages 131-146.
    26. 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.
    27. Azmat, Ghazala & Petrongolo, Barbara, 2014. "Gender and the labor market: What have we learned from field and lab experiments?," Labour Economics, Elsevier, vol. 30(C), pages 32-40.
    28. Henrik Kleven & Camille Landais & Johanna Posch & Andreas Steinhauer & Josef Zweimüller, 2019. "Child Penalties across Countries: Evidence and Explanations," AEA Papers and Proceedings, American Economic Association, vol. 109, pages 122-126, May.
    29. Andy Snell & Pedro Martins & Heiko Stüber & Jonathan P. Thomas, 2018. "Bias in Returns to Tenure When Firm Wages and Employment Comove: A Quantitative Assessment and Solution," Journal of Labor Economics, University of Chicago Press, vol. 36(1), pages 47-74.
    30. 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.
    31. Richard Blundell & Claire Crawford & Wenchao Jin, 2014. "What Can Wages and Employment Tell Us about the UK's Productivity Puzzle?," Economic Journal, Royal Economic Society, vol. 0(576), pages 377-407, May.
    32. Patricia Cortés & Jessica Pan, 2019. "When Time Binds: Substitutes for Household Production, Returns to Working Long Hours, and the Skilled Gender Wage Gap," Journal of Labor Economics, University of Chicago Press, vol. 37(2), pages 351-398.
    33. Benjamin Bruns, 2016. "Assessing the role of workplace heterogeneity in recent trends of the gender wage gap," Working Papers 2016006, Berlin Doctoral Program in Economics and Management Science (BDPEMS).
    34. 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.
    35. Azmat, Ghazala & Petrongolo, Barbara, 2014. "Gender and the labor market: What have we learned from field and lab experiments?," Labour Economics, Elsevier, vol. 30(C), pages 32-40.
    36. 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.
    37. Geraldine Healy & M. Mostak Ahamed, 2019. "Gender Pay Gap, Voluntary Interventions and Recession: The Case of the British Financial Services Sector," British Journal of Industrial Relations, London School of Economics, vol. 57(2), pages 302-327, June.
    38. 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).
    39. 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.
    40. 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.
    41. 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.
    42. Krueger, Alan B & Summers, Lawrence H, 1988. "Efficiency Wages and the Inter-industry Wage Structure," Econometrica, Econometric Society, vol. 56(2), pages 259-293, March.
    43. 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.
    44. Altonji, Joseph G. & Blank, Rebecca M., 1999. "Race and gender in the labor market," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 48, pages 3143-3259, Elsevier.
    45. Monica Costa Dias & Robert Joyce & Francesca Parodi, 2019. "The gender pay gap in the UK: children and experience in work," Carlo Alberto Notebooks 594, Collegio Carlo Alberto.
    46. Erica L. Groshen, 1991. "The Structure of the Female/Male Wage Differential: Is It Who You Are, What You Do, or Where You Work?," Journal of Human Resources, University of Wisconsin Press, vol. 26(3), pages 457-472.
    47. Topel, Robert H, 1991. "Specific Capital, Mobility, and Wages: Wages Rise with Job Seniority," Journal of Political Economy, University of Chicago Press, vol. 99(1), pages 145-176, February.
    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. Cortes, Patricia & Pan, Jessica, 2016. "When Time Binds: Returns to Working Long Hours and the Gender Wage Gap among the Highly Skilled," IZA Discussion Papers 9846, Institute of Labor Economics (IZA).
    50. Rachel Croson & Uri Gneezy, 2009. "Gender Differences in Preferences," Journal of Economic Literature, American Economic Association, vol. 47(2), pages 448-474, June.
    51. Karen Mumford & Peter N. Smith, 2009. "What determines the part-time and gender earnings gaps in Britain: evidence from the workplace," Oxford Economic Papers, Oxford University Press, vol. 61(suppl_1), pages 56-75, April.
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    Cited by:

    1. Tim Butcher & Karen Mumford & Peter N. Smith, 2019. "The Gender Earnings Gap in British Workplaces: A Knowledge Exchange Report," Discussion Papers 19/10, Department of Economics, University of York.
    2. John Forth & Nikolaos Theodoropoulos, 2023. "Employers and the gender wage gap," IZA World of Labor, Institute of Labor Economics (IZA), pages 511-511, October.
    3. Forth, John & Theodoropoulos, Nikolaos, 2022. "Earnings Discrimination in the Workplace," GLO Discussion Paper Series 1110, Global Labor Organization (GLO).
    4. Kaya Ezgi, 2021. "Gender wage gap across the distribution: What is the role of within- and between-firm effects?," IZA Journal of Development and Migration, Sciendo & Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 12(1), pages 1-49, January.
    5. Melanie Jones & Ezgi Kaya, 2023. "The UK gender pay gap: Does firm size matter?," Economica, London School of Economics and Political Science, vol. 90(359), pages 937-952, July.
    6. Amadxarif, Zahid & Angeli, Marilena & Haldane, Andrew G & Zemaityte, Gabija, 2020. "Understanding pay gaps," Bank of England working papers 877, Bank of England.
    7. Melanie Jones & Ezgi Kaya, 2022. "The gender pay gap: what can we learn from Northern Ireland? [Women’s labour market participation in Northern Ireland: a re-examination of the ‘traditionalism’ argument]," Oxford Economic Papers, Oxford University Press, vol. 74(1), pages 94-114.
    8. 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).
    9. Sophie Clot & Marina Della Giusta & Giovanni Razzu, 2020. "Gender gaps in competition: new experimental evidence from UK," Economics Discussion Papers em-dp2020-15, Department of Economics, University of Reading.
    10. 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.
    11. 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.
    12. Pham, Tho & Schaefer, Daniel & Singleton, Carl, 2024. "Unequal Hiring Wages and Their Impact on the Gender Pay Gap," IZA Discussion Papers 17285, Institute of Labor Economics (IZA).
    13. Melanie Jones & Ezgi Kaya, 2024. "Performance‐related pay and the UK gender pay gap," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 63(4), pages 512-529, October.
    14. Phan, Van & Singleton, Carl & Bryson, Alex & Forth, John & Ritchie, Felix & Stokes, Lucy & Whittard, Damian, 2022. "Accounting for Firms in Ethnicity Wage Gaps throughout the Earnings Distribution," IZA Discussion Papers 15284, Institute of Labor Economics (IZA).
    15. Jones, Melanie K. & Kaya, Ezgi, 2022. "Organisational Gender Pay Gaps in the UK: What Happened Post-transparency?," IZA Discussion Papers 15342, Institute of Labor Economics (IZA).
    16. Kaya, Ezgi, 2024. "Labour Market Performance of Immigrants: New Evidence from Linked Administrative Data," GLO Discussion Paper Series 1418, Global Labor Organization (GLO).
    17. Yannis Galanakis & Amanda Gosling, 2024. "Mind the (Gender Pay) Gap - The role of Board Gender Composition," Working Papers 045, The Productivity Institute.
    18. Van Phan & Carl Singleton & Alex Bryson & John Forth & Felix Ritchie & Lucy Stokes & Damian Whittard, 2023. "Accounting for firms in gender-ethnicity wage gaps throughout the earnings distribution," Economics Discussion Papers em-dp2023-16, Department of Economics, University of Reading.
    19. Riccardo Leoncini & Mariele Macaluso & Annalivia Polselli, 2024. "Gender segregation: analysis across sectoral dominance in the UK labour market," Empirical Economics, Springer, vol. 67(5), pages 2289-2343, November.
    20. Riccardo Leoncini & Mariele Macaluso & Annalivia Polselli, 2023. "Gender Segregation: Analysis across Sectoral-Dominance in the UK Labour Market," Papers 2303.04539, arXiv.org, revised Dec 2023.

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    More about this item

    Keywords

    gender wage gap; firm-specific wages; occupation premiums;
    All these keywords.

    JEL classification:

    • J16 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Gender; Non-labor Discrimination
    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
    • J70 - Labor and Demographic Economics - - Labor Discrimination - - - General

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