IDEAS home Printed from https://ideas.repec.org/p/ese/iserwp/2021-05.html
   My bibliography  Save this paper

Occupation flexibility and the graduate gender wage gap in the UK

Author

Listed:
  • Benny, Liza
  • Bhalotra, Sonia
  • Fernández, Manuel

Abstract

This paper examines the importance of gender differences in labour supply and demand for job flexibility to the growth of the gender wage gap over the life cycle and over time for graduates in the UK. We document that the graduate gender wage gap increases over the life cycle, especially between ages 25 and 40, to about 20% of real hourly male earnings by age 55. The share of women working in flexible occupations has grown over the life cycle, and especially substantially over time for successive cohorts, whereas men are less likely to work in flexible occupations at older ages. The wage penalty from working in flexible occupations increases both over the life cycle and over time. We estimate a model of labour supply and demand to quantify the importance of changes to preferences and relative demand for flexibility on the gender wage gap. Higher relative demand for male labour at older ages, and in in flexible occupations, explains almost all (96%) of the estimated life cycle increases in the gender wage gap, whereas women's higher preferences for working in flexible occupations drives the increases in sorting into flexible occupations over time, contributing to about 60% of the estimated increase in the gender wage gap over time.

Suggested Citation

  • Benny, Liza & Bhalotra, Sonia & Fernández, Manuel, 2021. "Occupation flexibility and the graduate gender wage gap in the UK," ISER Working Paper Series 2021-05, Institute for Social and Economic Research.
  • Handle: RePEc:ese:iserwp:2021-05
    as

    Download full text from publisher

    File URL: https://www.iser.essex.ac.uk/wp-content/uploads/files/working-papers/iser/2021-05.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Ian Walker & Yu Zhu, 2008. "The College Wage Premium and the Expansion of Higher Education in the UK," Scandinavian Journal of Economics, Wiley Blackwell, vol. 110(4), pages 695-709, December.
    2. Marianne Bertrand, 2018. "Coase Lecture – The Glass Ceiling," Economica, London School of Economics and Political Science, vol. 85(338), pages 205-231, April.
    3. Stefania Albanesi & Claudia Olivetti, 2016. "Gender Roles and Medical Progress," Journal of Political Economy, University of Chicago Press, vol. 124(3), pages 650-695.
    4. 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.
    5. Lordan, Grace & Neumark, David, 2018. "People versus machines: The impact of minimum wages on automatable jobs," Labour Economics, Elsevier, vol. 52(C), pages 40-53.
    6. Richard Blundell & Monica Costa Dias & Costas Meghir & Jonathan Shaw, 2016. "Female Labor Supply, Human Capital, and Welfare Reform," Econometrica, Econometric Society, vol. 84, pages 1705-1753, September.
    7. Thomas Le Barbanchon & Roland Rathelot & Alexandra Roulet, 2021. "Gender Differences in Job Search: Trading off Commute against Wage," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 136(1), pages 381-426.
    8. Paul Beaudry & David A. Green & Benjamin M. Sand, 2016. "The Great Reversal in the Demand for Skill and Cognitive Tasks," Journal of Labor Economics, University of Chicago Press, vol. 34(S1), pages 199-247.
    9. Arnaud Chevalier, 2007. "Education, Occupation and Career Expectations: Determinants of the Gender Pay Gap for UK Graduates," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 69(6), pages 819-842, December.
    10. repec:hal:spmain:info:hdl:2441/3t1fcs7p369jmaalnboqhpgknn is not listed on IDEAS
    11. Machin, Stephen & Puhani, Patrick A., 2003. "Subject of degree and the gender wage differential: evidence from the UK and Germany," Economics Letters, Elsevier, vol. 79(3), pages 393-400, June.
    12. 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.
    13. Garey Ramey & Valerie A. Ramey, 2010. "The Rug Rat Race," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 41(1 (Spring), pages 129-199.
    14. Todd Stinebrickner & Ralph Stinebrickner & Paul Sullivan, 2018. "Job Tasks and the Gender Wage Gap among College Graduates," Working Papers 2018-062, Human Capital and Economic Opportunity Working Group.
    15. Matthew Johnson & Michael P. Keane, 2013. "A Dynamic Equilibrium Model of the US Wage Structure, 1968-1996," Journal of Labor Economics, University of Chicago Press, vol. 31(1), pages 1-49.
    16. 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.
    17. Dora Gicheva, 2013. "Working Long Hours and Early Career Outcomes in the High-End Labor Market," Journal of Labor Economics, University of Chicago Press, vol. 31(4), pages 785-824.
    18. 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.
    19. Michael Baker & Kirsten Cornelson, 2018. "Gender-Based Occupational Segregation and Sex Differences in Sensory, Motor, and Spatial Aptitudes," Demography, Springer;Population Association of America (PAA), vol. 55(5), pages 1749-1775, October.
    20. 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.
    21. David H. Autor & Frank Levy & Richard J. Murnane, 2003. "The skill content of recent technological change: an empirical exploration," Proceedings, Federal Reserve Bank of San Francisco, issue Nov.
    22. Isabelle Sin & Steven Stillman & Richard Fabling, 2017. "What drives the gender wage gap? Examining the roles of sorting, productivity differences, and discrimination," Working Papers 17_15, Motu Economic and Public Policy Research.
    23. Jaimovich, Nir & Cortes, Matias & Siu, Henry, 2018. "The “End of Men†and Rise of Women in the High-Skilled Labor Market," CEPR Discussion Papers 13323, C.E.P.R. Discussion Papers.
    24. George A. Akerlof & Rachel E. Kranton, 2000. "Economics and Identity," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 115(3), pages 715-753.
    25. 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.
    26. Claudia Olivetti & Eleonora Patacchini & Yves Zenou, 2020. "Mothers, Peers, and Gender-Role Identity," Journal of the European Economic Association, European Economic Association, vol. 18(1), pages 266-301.
    27. Walker, Ian & Zhu, Yu, 2011. "Differences by degree: Evidence of the net financial rates of return to undergraduate study for England and Wales," Economics of Education Review, Elsevier, vol. 30(6), pages 1177-1186.
    28. Eric Maurin & Julie Moschion, 2009. "The Social Multiplier and Labor Market Participation of Mothers," American Economic Journal: Applied Economics, American Economic Association, vol. 1(1), pages 251-272, January.
    29. 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.
    30. Alexandre Mas & Amanda Pallais, 2017. "Valuing Alternative Work Arrangements," American Economic Review, American Economic Association, vol. 107(12), pages 3722-3759, December.
    31. Haoran He & David Neumark & Qian Weng, 2021. "Do Workers Value Flexible Jobs? A Field Experiment," Journal of Labor Economics, University of Chicago Press, vol. 39(3), pages 709-738.
    32. 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.
    33. 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.
    34. Ghazala Azmat & Rosa Ferrer, 2017. "Gender Gaps in Performance: Evidence from Young Lawyers," Journal of Political Economy, University of Chicago Press, vol. 125(5), pages 1306-1355.
    35. Claudia Goldin, 2014. "A Grand Gender Convergence: Its Last Chapter," American Economic Review, American Economic Association, vol. 104(4), pages 1091-1119, April.
    36. Pierre-André Chiappori & Bernard Salanié & Yoram Weiss, 2017. "Partner Choice, Investment in Children, and the Marital College Premium," American Economic Review, American Economic Association, vol. 107(8), pages 2109-2167, August.
    37. Cristina Borra & Almudena Sevilla, 2019. "Competition For University Places And Parental Time Investments: Evidence From The United Kingdom," Economic Inquiry, Western Economic Association International, vol. 57(3), pages 1460-1479, July.
    38. Pertold-Gebicka, Barbara & Pertold, Filip & Datta Gupta, Nabanita, 2016. "Employment Adjustments around Childbirth," IZA Discussion Papers 9685, Institute of Labor Economics (IZA).
    39. Shelly Lundberg & Robert A. Pollak & Jenna Stearns, 2016. "Family Inequality: Diverging Patterns in Marriage, Cohabitation, and Childbearing," Journal of Economic Perspectives, American Economic Association, vol. 30(2), pages 79-102, Spring.
    40. Matthias Doepke & Fabrizio Zilibotti, 2017. "Parenting With Style: Altruism and Paternalism in Intergenerational Preference Transmission," Econometrica, Econometric Society, vol. 85, pages 1331-1371, September.
    41. Pierre‐André Chiappori & Monica Costa‐Dias & Sam Crossman & Costas Meghir, 2020. "Changes in Assortative Matching and Inequality in Income: Evidence for the UK," Fiscal Studies, John Wiley & Sons, vol. 41(1), pages 39-63, March.
    42. Kuhn, Peter & Shen, Kailing & Zhang, Shuo, 2020. "Gender-targeted job ads in the recruitment process: Facts from a Chinese job board," Journal of Development Economics, Elsevier, vol. 147(C).
    43. 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.
    44. Miguel Delgado Helleseter & Peter Kuhn & Kailing Shen, 2020. "The Age Twist in Employers’ Gender Requests: Evidence from Four Job Boards," Journal of Human Resources, University of Wisconsin Press, vol. 55(2), pages 428-469.
    45. Ilyana Kuziemko & Jessica Pan & Jenny Shen & Ebonya Washington, 2018. "The Mommy Effect: Do Women Anticipate the Employment Effects of Motherhood?," NBER Working Papers 24740, National Bureau of Economic Research, Inc.
    46. Ilyana Kuziemko & Jessica Pan & Jenny Shen & Ebonya Washington, 2018. "The Mommy Effect: Do women anticipate the employment effects of motherhood?," Working Papers 2018-6, Princeton University. Economics Department..
    47. Emily Nix & Martin Eckhoff Andresen, 2019. "What Causes the Child Penalty? Evidence from Same Sex Couples and Policy Reforms," Discussion Papers 902, Statistics Norway, Research Department.
    48. Sugat Chaturvedi & Kanika Mahajan & Zahra Siddique, 2021. "Words Matter: Gender, Jobs and Applicant Behavior," Discussion Papers 21-03, Indian Statistical Institute, Delhi.
    49. David J. Deming, 2017. "The Growing Importance of Social Skills in the Labor Market," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(4), pages 1593-1640.
    50. Peter Kuhn & Fernando Lozano, 2008. "The Expanding Workweek? Understanding Trends in Long Work Hours among U.S. Men, 1979-2006," Journal of Labor Economics, University of Chicago Press, vol. 26(2), pages 311-343, April.
    51. Antonela Miho & Alexandra Jarotschkin & Ekaterina Zhuravskaya, 2024. "Diffusion of Gender Norms: Evidence from Stalin’s Ethnic Deportations," Journal of the European Economic Association, European Economic Association, vol. 22(2), pages 475-527.
    52. Marianne Bertrand & Claudia Goldin & Lawrence F. Katz, 2010. "Dynamics of the Gender Gap for Young Professionals in the Financial and Corporate Sectors," American Economic Journal: Applied Economics, American Economic Association, vol. 2(3), pages 228-255, July.
    53. Alessandra Fogli & Laura Veldkamp, 2011. "Nature or Nurture? Learning and the Geography of Female Labor Force Participation," Econometrica, Econometric Society, vol. 79(4), pages 1103-1138, July.
    54. Robin Naylor & Jeremy Smith & Shqiponja Telhaj, 2016. "Graduate returns, degree class premia and higher education expansion in the UK," Oxford Economic Papers, Oxford University Press, vol. 68(2), pages 525-545.
    55. Schmitz, Sophia & Weinhardt, Felix, 2019. "Immigration and the Evolution of Local Cultural Norms," IZA Discussion Papers 12509, Institute of Labor Economics (IZA).
    56. Francis Green & Golo Henseke, 2016. "The changing graduate labour market: analysis using a new indicator of graduate jobs," IZA Journal of Labor Policy, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 5(1), pages 1-25, December.
    57. Ghazala Azmat & Rosa Ferrer, 2017. "Gender Gaps in Performance: Evidence from Young Lawyers," SciencePo Working papers hal-03391951, HAL.
    58. Patricia Cortés & Jessica Pan, 2020. "Children and the Remaining Gender Gaps in the Labor Market," NBER Working Papers 27980, National Bureau of Economic Research, Inc.
    59. Haoran He & David Neumark & Qian Weng, 2019. "Do Workers Value Flexible Jobs? A Field Experiment on Compensating Differentials," Natural Field Experiments 00667, The Field Experiments Website.
    60. Linda Babcock & Maria P. Recalde & Lise Vesterlund & Laurie Weingart, 2017. "Gender Differences in Accepting and Receiving Requests for Tasks with Low Promotability," American Economic Review, American Economic Association, vol. 107(3), pages 714-747, March.
    61. Shelly Lundberg & Robert A. Pollak, 2014. "Cohabitation and the Uneven Retreat from Marriage in the United States, 1950–2010," NBER Chapters, in: Human Capital in History: The American Record, pages 241-272, National Bureau of Economic Research, Inc.
    62. Raquel Fernández & Alessandra Fogli & Claudia Olivetti, 2004. "Mothers and Sons: Preference Formation and Female Labor Force Dynamics," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(4), pages 1249-1299.
    63. 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.
    64. Cortes, Patricia & Pan, Jessica, 2020. "Children and the Remaining Gender Gaps in the Labor Market," IZA Discussion Papers 13759, Institute of Labor Economics (IZA).
    Full references (including those not matched with items on IDEAS)

    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. Cortes, Patricia & Pan, Jessica, 2020. "Children and the Remaining Gender Gaps in the Labor Market," IZA Discussion Papers 13759, Institute of Labor Economics (IZA).
    2. Jessen, Jonas, 2022. "Culture, children and couple gender inequality," European Economic Review, Elsevier, vol. 150(C).
    3. Ilyana Kuziemko & Jessica Pan & Jenny Shen & Ebonya Washington, 2018. "The Mommy Effect: Do women anticipate the employment effects of motherhood?," Working Papers 2018-6, Princeton University. Economics Department..
    4. Estefanía Galván & Cecilia García-Peñalosa, 2021. "Interactions amongst gender norms: Evidence from US couples," Documentos de Trabajo (working papers) 21-15, Instituto de Economía - IECON.
    5. Julian V Johnsen & Hyejin Ku & Kjell G Salvanes, 2024. "Competition and Career Advancement," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 91(5), pages 2954-2980.
    6. Bhalotra, Sonia R & Fernández, Manuel & Wang, Fan, 2022. "The distribution of the gender wage gap : An equilibrium model," CAGE Online Working Paper Series 614, Competitive Advantage in the Global Economy (CAGE).
    7. Cavapozzi, Danilo & Francesconi, Marco & Nicoletti, Cheti, 2024. "Dividing Housework between Partners: Individual Preferences and Social Norms," IZA Discussion Papers 17370, Institute of Labor Economics (IZA).
    8. Jeanne Lafortune & Corinne Low, 2023. "Collateralized Marriage," American Economic Journal: Applied Economics, American Economic Association, vol. 15(4), pages 252-291, October.
    9. 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.
    10. Petrongolo, Barbara & Ronchi, Maddalena, 2020. "Gender gaps and the structure of local labor markets," Labour Economics, Elsevier, vol. 64(C).
    11. Boelmann, Barbara & Raute, Anna & Schönberg, Uta, 2020. "Wind of Change? Cultural Determinants of Maternal Labor Supply," IAB-Discussion Paper 202030, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    12. 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.
    13. Simon Rabaté & Sara Rellstab, 2022. "What Determines the Child Penalty in the Netherlands? The Role of Policy and Norms," De Economist, Springer, vol. 170(2), pages 195-229, May.
    14. Inés Berniell & Lucila Berniell & Dolores de la Mata & María Edo & Yarine Fawaz & Matilde P. Machado & Mariana Marchionni, 2020. "Motherhood and the Allocation of Talent," CEDLAS, Working Papers 0270, CEDLAS, Universidad Nacional de La Plata.
    15. Katrin Huber & Geske Rolvering, 2023. "Public child care and mothers’ career trajectories," CEPA Discussion Papers 64, Center for Economic Policy Analysis.
    16. 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).
    17. Meekes, Jordy & Hassink, Wolter H.J., 2022. "Gender differences in job flexibility: Commutes and working hours after job loss," Journal of Urban Economics, Elsevier, vol. 129(C).
    18. Katrin Huber & Geske Rolvering, 2023. "Public child care and mothers’ career trajectories," Working Papers 228, Bavarian Graduate Program in Economics (BGPE).
    19. Berniell, Inés & Berniell, Lucila & Mata, Dolores de la & Edo, María & Marchionni, Mariana, 2021. "Gender gaps in labor informality: The motherhood effect," Journal of Development Economics, Elsevier, vol. 150(C).
    20. Zoë Cullen & Ricardo Perez-Truglia, 2023. "The Old Boys' Club: Schmoozing and the Gender Gap," American Economic Review, American Economic Association, vol. 113(7), pages 1703-1740, July.

    More about this item

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:ese:iserwp:2021-05. 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: Jonathan Nears (email available below). General contact details of provider: https://edirc.repec.org/data/rcessuk.html .

    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.