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Top Earnings Inequality and the Gender Pay Gap: Canada, Sweden and the United Kingdom

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  • Fortin, Nicole M.

    (University of British Columbia, Vancouver)

  • Bell, Brian

    (King's College London)

  • Böhm, Michael Johannes

    (TU Dortmund)

Abstract

This paper explores the consequences of the under-representation of women in top jobs for the overall gender pay gap. Using administrative annual earnings data from Canada, Sweden, and the United Kingdom, it applies the approach used in the analysis of earnings inequality in top incomes, as well as reweighting techniques, to the analysis of the gender pay gap. The analysis is supplemented by classic O-B decompositions of hourly wages using data from the Canadian and U.K. Labour Force Surveys. The paper finds that recent increases in top earnings led to substantial "swimming upstream" effects, therefore accounting for differential progress in the gender pay gap across time periods and a growing share of the gap unexplained by traditional factors.

Suggested Citation

  • Fortin, Nicole M. & Bell, Brian & Böhm, Michael Johannes, 2017. "Top Earnings Inequality and the Gender Pay Gap: Canada, Sweden and the United Kingdom," IZA Discussion Papers 10829, Institute of Labor Economics (IZA).
  • Handle: RePEc:iza:izadps:dp10829
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    1. Jérôme Adda & Christian Dustmann & Katrien Stevens, 2017. "The Career Costs of Children," Journal of Political Economy, University of Chicago Press, vol. 125(2), pages 293-337.
    2. 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.
    3. Frühwirth-Schnatter, Sylvia & Pamminger, Christoph & Weber, Andrea & Winter-Ebmer, Rudolf, 2014. "When Is The Best Time To Give Birth?," Economics Series 308, Institute for Advanced Studies.
    4. Xavier Gabaix & Augustin Landier, 2008. "Why has CEO Pay Increased So Much?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 123(1), pages 49-100.
    5. DiNardo, John & Fortin, Nicole M & Lemieux, Thomas, 1996. "Labor Market Institutions and the Distribution of Wages, 1973-1992: A Semiparametric Approach," Econometrica, Econometric Society, vol. 64(5), pages 1001-1044, September.
    6. Fitzenberger, Bernd & Sommerfeld, Katrin & Steffes, Susanne, 2013. "Causal effects on employment after first birth — A dynamic treatment approach," Labour Economics, Elsevier, vol. 25(C), pages 49-62.
    7. Catherine Sofer & Claire Thibout, 2019. "Women’s investment in career and the household division of labour," Applied Economics, Taylor & Francis Journals, vol. 51(60), pages 6535-6557, December.
    8. Anthony B. Atkinson & Alessandra Casarico & Sarah Voitchovsky, 2018. "Top incomes and the gender divide," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 16(2), pages 225-256, June.
    9. David A. Matsa & Amalia R. Miller, 2013. "A Female Style in Corporate Leadership? Evidence from Quotas," American Economic Journal: Applied Economics, American Economic Association, vol. 5(3), pages 136-169, July.
    10. Mincer, Jacob & Polachek, Solomon, 1974. "Family Investment in Human Capital: Earnings of Women," Journal of Political Economy, University of Chicago Press, vol. 82(2), pages 76-108, Part II, .
    11. 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.
    12. Nicole M. Fortin & Michael Huberman, 2002. "Occupational Gender Segregation and Women's Wages in Canada: An Historical Perspective," Canadian Public Policy, University of Toronto Press, vol. 28(s1), pages 11-39, May.
    13. Brian Bell & John Reenen, 2014. "Bankers and Their Bonuses," Economic Journal, Royal Economic Society, vol. 124(574), pages 1-21, February.
    14. Elizabeth Ty Wilde & Lily Batchelder & David T. Ellwood, 2010. "The Mommy Track Divides: The Impact of Childbearing on Wages of Women of Differing Skill Levels," NBER Working Papers 16582, National Bureau of Economic Research, Inc.
    15. 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.
    16. Dana Rotz, 2016. "Why Have Divorce Rates Fallen?: The Role of Women’s Age at Marriage," Journal of Human Resources, University of Wisconsin Press, vol. 51(4), pages 961-1002.
    17. Fortin, Nicole & Lemieux, Thomas & Firpo, Sergio, 2011. "Decomposition Methods in Economics," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 1, pages 1-102, Elsevier.
    18. 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.
    19. 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.
    20. Thomas Piketty & Emmanuel Saez, 2013. "Top Incomes and the Great Recession: Recent Evolutions and Policy Implications," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 61(3), pages 456-478, August.
    21. Lena Edlund & Wojciech Kopczuk, 2009. "Women, Wealth, and Mobility," American Economic Review, American Economic Association, vol. 99(1), pages 146-178, March.
    22. 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.
    23. Marianne Bertrand & Emir Kamenica & Jessica Pan, 2015. "Gender Identity and Relative Income within Households," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 130(2), pages 571-614.
    24. Becker, Gary S, 1985. "Human Capital, Effort, and the Sexual Division of Labor," Journal of Labor Economics, University of Chicago Press, vol. 3(1), pages 33-58, January.
    25. Blau, Francine D & Kahn, Lawrence M, 1997. "Swimming Upstream: Trends in the Gender Wage Differential in 1980s," Journal of Labor Economics, University of Chicago Press, vol. 15(1), pages 1-42, January.
    26. Nicole M. Fortin & Thomas Lemieux, 1998. "Rank Regressions, Wage Distributions, and the Gender Gap," Journal of Human Resources, University of Wisconsin Press, vol. 33(3), pages 610-643.
    27. Thomas Piketty & Emmanuel Saez & Stefanie Stantcheva, 2014. "Optimal Taxation of Top Labor Incomes: A Tale of Three Elasticities," American Economic Journal: Economic Policy, American Economic Association, vol. 6(1), pages 230-271, February.
    28. Nicole M Fortin, 2005. "Gender Role Attitudes and the Labour-market Outcomes of Women across OECD Countries," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 21(3), pages 416-438, Autumn.
    29. Patrick Bayer & Kerwin Kofi Charles, 2016. "Divergent Paths: Structural Change, Economic Rank, and the Evolution of Black-White Earnings Differences, 1940-2014," NBER Working Papers 22797, National Bureau of Economic Research, Inc.
    30. Michael Baker & Nicole Fortin, 2004. "Comparable worth in a decentralized labour market: the case of Ontario," Canadian Journal of Economics, Canadian Economics Association, vol. 37(4), pages 850-878, November.
    31. Ekberg, John & Eriksson, Rickard & Friebel, Guido, 2013. "Parental leave — A policy evaluation of the Swedish “Daddy-Month” reform," Journal of Public Economics, Elsevier, vol. 97(C), pages 131-143.
    32. Wiji Arulampalam & Alison L. Booth & Mark L. Bryan, 2007. "Is There a Glass Ceiling over Europe? Exploring the Gender Pay Gap across the Wage Distribution," ILR Review, Cornell University, ILR School, vol. 60(2), pages 163-186, January.
    33. Lena Edlund & Wojciech Kopczuk, 2009. "Corrigendum: Women, Wealth, and Mobility," American Economic Review, American Economic Association, vol. 99(3), pages 1082-1082, June.
    34. Albert Esteve & Joan García-Román & Iñaki Permanyer, 2012. "The Gender-Gap Reversal in Education and Its Effect on Union Formation: The End of Hypergamy?," Population and Development Review, The Population Council, Inc., vol. 38(3), pages 535-546, September.
    35. 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.
    36. Astrid Kunze & Amalia R. Miller, 2017. "Women Helping Women? Evidence from Private Sector Data on Workplace Hierarchies," The Review of Economics and Statistics, MIT Press, vol. 99(5), pages 769-775, December.
    37. Facundo Alvaredo & Anthony Atkinson & Thomas Piketty & Emmanuel Saez, 2013. "The Top 1% in International and Historical Perspective," Post-Print halshs-00847231, HAL.
    38. James Albrecht & Anders Bjorklund & Susan Vroman, 2003. "Is There a Glass Ceiling in Sweden?," Journal of Labor Economics, University of Chicago Press, vol. 21(1), pages 145-177, January.
    39. Michael Baker & Jonathan Gruber & Kevin Milligan, 2008. "Universal Child Care, Maternal Labor Supply, and Family Well-Being," Journal of Political Economy, University of Chicago Press, vol. 116(4), pages 709-745, August.
    40. Havnes, Tarjei & Mogstad, Magne, 2011. "Money for nothing? Universal child care and maternal employment," Journal of Public Economics, Elsevier, vol. 95(11), pages 1455-1465.
    41. Del Bono, Emilia & Vuri, Daniela, 2011. "Job mobility and the gender wage gap in Italy," Labour Economics, Elsevier, vol. 18(1), pages 130-142, January.
    42. Michael Baker & Marie Drolet, 2010. "A New View of the Male/Female Pay Gap," Canadian Public Policy, University of Toronto Press, vol. 36(4), pages 429-464, December.
    43. Alan Manning & Barbara Petrongolo, 2008. "The Part-Time Pay Penalty for Women in Britain," Economic Journal, Royal Economic Society, vol. 118(526), pages 28-51, February.
    44. Havnes, Tarjei & Mogstad, Magne, 2015. "Is universal child care leveling the playing field?," Journal of Public Economics, Elsevier, vol. 127(C), pages 100-114.
    45. Marianne Bertrand & Sendhil Mullainathan, 2001. "Are CEOs Rewarded for Luck? The Ones Without Principals Are," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(3), pages 901-932.
    46. Oliver Denk, 2015. "Who are the top 1% earners in Europe?," OECD Economics Department Working Papers 1274, OECD Publishing.
    47. Rachel Croson & Uri Gneezy, 2009. "Gender Differences in Preferences," Journal of Economic Literature, American Economic Association, vol. 47(2), pages 448-474, June.
    48. Michael Baker & Jonathan Gruber & Kevin Milligan, 2015. "Non-Cognitive Deficits and Young Adult Outcomes: The Long-Run Impacts of a Universal Child Care Program," NBER Working Papers 21571, National Bureau of Economic Research, Inc.
    49. Eva M. Meyersson Milgrom & Trond Petersen & Vemund Snartland, 2001. "Equal Pay for Equal Work? Evidence from Sweden and a Comparison with Norway and the U.S," Scandinavian Journal of Economics, Wiley Blackwell, vol. 103(4), pages 559-583, December.
    50. Ulrike Malmendier & Geoffrey Tate, 2009. "Superstar CEOs," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(4), pages 1593-1638.
    51. 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).
    52. Nikolay Angelov & Per Johansson & Erica Lindahl, 2016. "Parenthood and the Gender Gap in Pay," Journal of Labor Economics, University of Chicago Press, vol. 34(3), pages 545-579.
    53. Thomas Piketty & Emmanuel Saez, 2003. "Income Inequality in the United States, 1913–1998," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(1), pages 1-41.
    54. Jonathan Guryan & Erik Hurst & Melissa Kearney, 2008. "Parental Education and Parental Time with Children," Journal of Economic Perspectives, American Economic Association, vol. 22(3), pages 23-46, Summer.
    55. Meyersson Milgrom, Eva M & Petersen, Trond & Snartland, Vemund, 2001. " Equal Pay for Equal Work? Evidence from Sweden and a Comparison with Norway and the U.S," Scandinavian Journal of Economics, Wiley Blackwell, vol. 103(4), pages 559-583, December.
    56. Claudia Goldin, 2014. "A Grand Gender Convergence: Its Last Chapter," American Economic Review, American Economic Association, vol. 104(4), pages 1091-1119, April.
    57. Winter-Ebmer, Rudolf & Weber, Andrea & Frühwirth-Schnatter, Sylvia & Pamminger, Christoph, 2014. "When Is The Best Time To Give Birth - Career Effects Of Early Birth Decisions," CEPR Discussion Papers 10132, C.E.P.R. Discussion Papers.
    58. 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.
    59. Pierre Lefebvre & Philip Merrigan, 2008. "Child-Care Policy and the Labor Supply of Mothers with Young Children: A Natural Experiment from Canada," Journal of Labor Economics, University of Chicago Press, vol. 26(3), pages 519-548, July.
    60. Thomas Lemieux & Nicole M. Fortin, 2000. "Are Women's Wage Gains Men's Losses? A Distributional Test," American Economic Review, American Economic Association, vol. 90(2), pages 456-460, May.
    61. Patrick Kline, 2011. "Oaxaca-Blinder as a Reweighting Estimator," American Economic Review, American Economic Association, vol. 101(3), pages 532-537, May.
    62. Kenneth R. Ahern & Amy K. Dittmar, 2012. "The Changing of the Boards: The Impact on Firm Valuation of Mandated Female Board Representation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 127(1), pages 137-197.
    63. Tarjei Havnes & Magne Mogstad, 2011. "No Child Left Behind: Subsidized Child Care and Children's Long-Run Outcomes," American Economic Journal: Economic Policy, American Economic Association, vol. 3(2), pages 97-129, May.
    64. Facundo Alvaredo & Anthony B. Atkinson & Thomas Piketty & Emmanuel Saez, 2013. "The Top 1 Percent in International and Historical Perspective," Journal of Economic Perspectives, American Economic Association, vol. 27(3), pages 3-20, Summer.
    65. Lefebvre, Pierre & Merrigan, Philip & Verstraete, Matthieu, 2009. "Dynamic labour supply effects of childcare subsidies: Evidence from a Canadian natural experiment on low-fee universal child care," Labour Economics, Elsevier, vol. 16(5), pages 490-502, October.
    66. 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.
    67. Jessica Pan, 2015. "Gender Segregation in Occupations: The Role of Tipping and Social Interactions," Journal of Labor Economics, University of Chicago Press, vol. 33(2), pages 365-408.
    68. Wojciech Kopczuk & Emmanuel Saez & Jae Song, 2010. "Earnings Inequality and Mobility in the United States: Evidence from Social Security Data Since 1937," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(1), pages 91-128.
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    More about this item

    Keywords

    gender pay gap; earnings inequality; top incomes;
    All these keywords.

    JEL classification:

    • J15 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Minorities, Races, Indigenous Peoples, and Immigrants; Non-labor Discrimination
    • J16 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Gender; Non-labor Discrimination
    • J70 - Labor and Demographic Economics - - Labor Discrimination - - - General

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