IDEAS home Printed from https://ideas.repec.org/p/hka/wpaper/2018-091.html
   My bibliography  Save this paper

Motherhood and the Gender Productivity Gap

Author

Listed:
  • Yana Gallen

    (Harris School of Public Policy)

Abstract

Using Danish matched employer-employee data, I compare the relative pay of men and women to their relative productivity as measured by production function estimation. I find that the gender “productivity gap†is 8 percent, implying that almost two thirds of the residual gender wage gap is due to productivity differences between men and women. Motherhood plays an important role, yet it also reveals a puzzle: the pay gap for mothers is entirely explained by productivity, whereas the gap for non-mothers is not. In addition, the decoupling of pay and productivity for women without children happens during their prime-child bearing years. These estimates are robust to a variety of specifications for the impact of observables on productivity, and robust to accounting for endogenous sorting of women into less productive firms using a control-function approach. This paper also provides estimates of the productivity gap across industries and occupations, finding the same general patterns for mothers compared to women without children within these subgroups.

Suggested Citation

  • Yana Gallen, 2018. "Motherhood and the Gender Productivity Gap," Working Papers 2018-091, Human Capital and Economic Opportunity Working Group.
  • Handle: RePEc:hka:wpaper:2018-091
    Note: MIP
    as

    Download full text from publisher

    File URL: http://humcap.uchicago.edu/RePEc/hka/wpaper/Gallen_2018_motherhood-productivity-gap.pdf
    File Function: First version, September 12, 2018
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Andrea Weber & Christine Zulehner, 2014. "Competition And Gender Prejudice: Are Discriminatory Employers Doomed To Fail?," Journal of the European Economic Association, European Economic Association, vol. 12(2), pages 492-521, April.
    2. Benoit Dostie, 2011. "Wages, Productivity and Aging," De Economist, Springer, vol. 159(2), pages 139-158, June.
    3. Goldin, Claudia D. & Rouse, Cecilia, 2000. "Orchestrating Impartiality: The Impact of “Blind†Auditions on Female Musicians," Scholarly Articles 30703974, Harvard University Department of Economics.
    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. Stephen Bond & Måns Söderbom, 2005. "Adjustment Costs and the Identification of Cobb Douglas Production Functions," Economics Papers 2005-W04, Economics Group, Nuffield College, University of Oxford.
    6. Uri Gneezy & Kenneth L. Leonard & John A. List, 2009. "Gender Differences in Competition: Evidence From a Matrilineal and a Patriarchal Society," Econometrica, Econometric Society, vol. 77(5), pages 1637-1664, September.
    7. Andreas Leibbrandt & John A. List, 2015. "Do Women Avoid Salary Negotiations? Evidence from a Large-Scale Natural Field Experiment," Management Science, INFORMS, vol. 61(9), pages 2016-2024, September.
    8. Alan Manning & Helen Robinson, 2004. "Something in the way she moves: a fresh look at an old gap," Oxford Economic Papers, Oxford University Press, vol. 56(2), pages 169-188, April.
    9. Ernesto Reuben & Paola Sapienza & Luigi Zingales, 2024. "Overconfidence and Preferences for Competition," Journal of Finance, American Finance Association, vol. 79(2), pages 1087-1121, April.
    10. 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.
    11. Andrea Ichino & Enrico Moretti, 2009. "Biological Gender Differences, Absenteeism, and the Earnings Gap," American Economic Journal: Applied Economics, American Economic Association, vol. 1(1), pages 183-218, January.
    12. Zhang, Y. Jane, 2013. "Culture and the Gender Gap in Competitive Inclination: Evidence from the Communist Experiment in China," MPRA Paper 47356, University Library of Munich, Germany.
    13. Ernst R. Berndt & Charles R. Hulten, 2007. "Introduction to "Hard-to-Measure Goods and Services: Essays in Honor of Zvi Griliches"," NBER Chapters, in: Hard-to-Measure Goods and Services: Essays in Honor of Zvi Griliches, pages 1-14, National Bureau of Economic Research, Inc.
    14. Becker, Gary S., 1971. "The Economics of Discrimination," University of Chicago Press Economics Books, University of Chicago Press, edition 2, number 9780226041162.
    15. 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.
    16. 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.
    17. Francine D. Blau & Lawrence M. Kahn, 2003. "Understanding International Differences in the Gender Pay Gap," Journal of Labor Economics, University of Chicago Press, vol. 21(1), pages 106-144, January.
    18. 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.
    19. 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.
    20. 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.
    21. 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.
    22. Gunderson, Morley, 1989. "Male-Female Wage Differentials and Policy Responses," Journal of Economic Literature, American Economic Association, vol. 27(1), pages 46-72, March.
    23. Claudia Goldin, 2014. "A Grand Gender Convergence: Its Last Chapter," American Economic Review, American Economic Association, vol. 104(4), pages 1091-1119, April.
    24. Richard Ericson & Ariel Pakes, 1995. "Markov-Perfect Industry Dynamics: A Framework for Empirical Work," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 62(1), pages 53-82.
    25. 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.
    26. Ghazala Azmat & Rosa Ferrer, 2012. "Gender gaps in performance," CentrePiece - The magazine for economic performance 379, Centre for Economic Performance, LSE.
    27. Pertold-Gebicka, Barbara & Pertold, Filip & Datta Gupta, Nabanita, 2016. "Employment Adjustments around Childbirth," IZA Discussion Papers 9685, Institute of Labor Economics (IZA).
    28. Judith K. Hellerstein & David Neumark, 2007. "Production Function and Wage Equation Estimation with Heterogeneous Labor: Evidence from a New Matched Employer-Employee Data Set," NBER Chapters, in: Hard-to-Measure Goods and Services: Essays in Honor of Zvi Griliches, pages 31-71, National Bureau of Economic Research, Inc.
    29. Zingales, Luigi & Sapienza, Paola & Reuben, Ernesto, 2015. "Competitiveness and the gender gap among young business professionals," CEPR Discussion Papers 10924, C.E.P.R. Discussion Papers.
    30. Fredrik Heyman & Helena Svaleryd & Jonas Vlachos, 2013. "Competition, Takeovers, and Gender Discrimination," ILR Review, Cornell University, ILR School, vol. 66(2), pages 409-432, April.
    31. Ernst R. Berndt & Charles R. Hulten, 2007. "Hard-to-Measure Goods and Services: Essays in Honor of Zvi Griliches," NBER Books, National Bureau of Economic Research, Inc, number bern07-1.
    32. Albrecht, James & Skogman Thoursie, Peter & Vroman, Susan, 2015. "Parental leave and the glass ceiling in Sweden," Working Paper Series 2015:4, IFAU - Institute for Evaluation of Labour Market and Education Policy.
    33. Kamas, Linda & Preston, Anne, 2012. "The importance of being confident; gender, career choice, and willingness to compete," Journal of Economic Behavior & Organization, Elsevier, vol. 83(1), pages 82-97.
    34. Olley, G Steven & Pakes, Ariel, 1996. "The Dynamics of Productivity in the Telecommunications Equipment Industry," Econometrica, Econometric Society, vol. 64(6), pages 1263-1297, November.
    35. Cecilia Rouse & Claudia Goldin, 2000. "Orchestrating Impartiality: The Impact of "Blind" Auditions on Female Musicians," American Economic Review, American Economic Association, vol. 90(4), pages 715-741, September.
    36. Jeffrey A. Flory & Andreas Leibbrandt & John A. List, 2015. "Do Competitive Workplaces Deter Female Workers? A Large-Scale Natural Field Experiment on Job Entry Decisions," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 82(1), pages 122-155.
    37. Muriel Niederle & Lise Vesterlund, 2011. "Gender and Competition," Annual Review of Economics, Annual Reviews, vol. 3(1), pages 601-630, September.
    38. 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.
    39. Mariesa A. Herrmann & Jonah E. Rockoff, 2012. "Does Menstruation Explain Gender Gaps in Work Absenteeism?," Journal of Human Resources, University of Wisconsin Press, vol. 47(2), pages 493-508.
    40. Zvi Griliches, 1957. "Specification Bias in Estimates of Production Functions," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 39(1), pages 8-20.
    41. Christian M. Dahl & Daniel le Maire & Jakob R. Munch, 2013. "Wage Dispersion and Decentralization of Wage Bargaining," Journal of Labor Economics, University of Chicago Press, vol. 31(3), pages 501-533.
    42. Jeffrey A. Flory & Andreas Leibbrandt & John A. List, 2010. "Do Competitive Work Places Deter Female Workers? A Large-Scale Natural Field Experiment on Gender Differences in Job-Entry Decisions," NBER Working Papers 16546, National Bureau of Economic Research, Inc.
    43. 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.
    44. Jose Apesteguia & Ghazala Azmat & Nagore Iriberri, 2012. "The Impact of Gender Composition on Team Performance and Decision Making: Evidence from the Field," Management Science, INFORMS, vol. 58(1), pages 78-93, January.
    45. Jeremy T. Fox & Valérie Smeets, 2011. "Does Input Quality Drive Measured Differences In Firm Productivity?," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 52(4), pages 961-989, November.
    46. Y Jane Zhang, 2019. "Culture, Institutions and the Gender Gap in Competitive Inclination: Evidence from the Communist Experiment in China," The Economic Journal, Royal Economic Society, vol. 129(617), pages 509-552.
    47. Berge, Lars Ivar Oppedal & Bjorvatn, Kjetil & Garcia Pires, Armando Jose & Tungodden, Bertil, 2015. "Competitive in the lab, successful in the field?," Journal of Economic Behavior & Organization, Elsevier, vol. 118(C), pages 303-317.
    48. Rachel Croson & Uri Gneezy, 2009. "Gender Differences in Preferences," Journal of Economic Literature, American Economic Association, vol. 47(2), pages 448-474, June.
    49. Editors The, 2007. "From the Editors," Basic Income Studies, De Gruyter, vol. 2(1), pages 1-5, June.
    50. Stephen Bond & Måns Söderbom, 2005. "Adjustment Costs and the Identification of Cobb Douglas Production Functions," Economics Series Working Papers 2005-W04, University of Oxford, Department of Economics.
    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. Elena Nikolova & Jakub Polansky, 2022. "Children and Female Employment in Mongolia," Working Papers 396, Leibniz Institut für Ost- und Südosteuropaforschung (Institute for East and Southeast European Studies).
    2. Deole, Sumit S. & Deter, Max & Huang, Yue, 2023. "Home sweet home: Working from home and employee performance during the COVID-19 pandemic in the UK," Labour Economics, Elsevier, vol. 80(C).
    3. Eunice S. Han, 2024. "How did the COVID‐19 pandemic affect men's and women's returns to unionization?," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 63(2), pages 172-204, April.
    4. Titan Alon & Sena Coskun & Matthias Doepke & David Koll & Michèle Tertilt, 2022. "From Mancession to Shecession: Women’s Employment in Regular and Pandemic Recessions," NBER Macroeconomics Annual, University of Chicago Press, vol. 36(1), pages 83-151.
    5. Titan Alon & Matthias Doepke & Jane Olmstead-Rumsey, 2020. "This Time It's Different: The Role of Women's Employment in a Pandemic Recession," Working Papers 2020-057, Human Capital and Economic Opportunity Working Group.
    6. Donna, Javier D. & Veramendi, Gregory F., 2018. "Gender Differences within the Firm: Evidence from Two Million Travelers," MPRA Paper 92834, University Library of Munich, Germany.
    7. Barigozzi, Francesca & Cremer, Helmuth & Roeder, Kerstin, 2018. "Women's career choices, social norms and child care policies," Journal of Public Economics, Elsevier, vol. 168(C), pages 162-173.
    8. Coskun, Sena & Dalgic, Husnu C., 2024. "The emergence of procyclical fertility: The role of breadwinner women," Journal of Monetary Economics, Elsevier, vol. 142(C).
    9. Titan Alon & Matthias Doepke & Jane Olmstead-Rumsey & Michèle Tertilt, 2020. "The Impact of COVID-19 on Gender Equality," CRC TR 224 Discussion Paper Series crctr224_2020_163, University of Bonn and University of Mannheim, Germany.
    10. Nikolova, Elena & Polansky, Jakub, 2022. "Children and female employment in Mongolia," Economic Systems, Elsevier, vol. 46(3).
    11. 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.
    12. Das, Debasmita, 2022. "Child-rearing, Social Security and Married Women’s Labor Supply over the Life Cycle," MPRA Paper 117614, University Library of Munich, Germany, revised 10 Sep 2022.
    13. Sharfizie Mohd Sharip & Nur Rasyida Mohd Rashid & Syahrul Bariah Abdul Hamid & Asiah Abdullah & Noor Hidayah Pungot, 2023. "The Work from Home Revolution: WFH Starter Kit," Information Management and Business Review, AMH International, vol. 15(2), pages 226-237.
    14. Arjun Bedi & Tanmoy Majilla & Matthias Rieger, 2022. "Does signaling childcare support on job applications reduce the motherhood penalty?," Review of Economics of the Household, Springer, vol. 20(2), pages 373-387, June.
    15. Cristian Alonso & Mariya Brussevich & Ms. Era Dabla-Norris & Yuko Kinoshita & Ms. Kalpana Kochhar, 2019. "Reducing and Redistributing Unpaid Work: Stronger Policies to Support Gender Equality," IMF Working Papers 2019/225, International Monetary Fund.
    16. Hamed Pirpour, 2022. "Measuring Taste-Based Employment Discrimination Between Females and Males," The Indian Journal of Labour Economics, Springer;The Indian Society of Labour Economics (ISLE), vol. 65(3), pages 729-745, September.

    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. 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.
    2. Fang, Sheng & Goh, Chorching & Roberts, Mark & Xu, Lixin Colin & Zeufack, Albert, 2022. "Female entrepreneurs and productivity around the world: Rule of law, network, culture, and gender equality," World Development, Elsevier, vol. 154(C).
    3. Claudia Olivetti & Barbara Petrongolo, 2016. "The Evolution of Gender Gaps in Industrialized Countries," Annual Review of Economics, Annual Reviews, vol. 8(1), pages 405-434, October.
    4. 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.
    5. Menzel, Andreas & Woodruff, Christopher, 2021. "Gender wage gaps and worker mobility: Evidence from the garment sector in Bangladesh," Labour Economics, Elsevier, vol. 71(C).
    6. Marianne Bertrand, 2018. "Coase Lecture – The Glass Ceiling," Economica, London School of Economics and Political Science, vol. 85(338), pages 205-231, April.
    7. Bütikofer, Aline & Jensen, Sissel & Salvanes, Kjell G., 2018. "The role of parenthood on the gender gap among top earners," European Economic Review, Elsevier, vol. 109(C), pages 103-123.
    8. Andreas Menzel & Christopher Woodruff, 2019. "Gender Wage Gaps and Worker Mobility: Evidence from the Garment Sector in Bangladesh," NBER Working Papers 25982, National Bureau of Economic Research, Inc.
    9. Agarwal, Sumit & Green, Richard & Rosenblatt, Eric & Yao, Vincent W. & Zhang, Jian, 2018. "Gender difference and intra-household economic power in mortgage signing order," Journal of Financial Intermediation, Elsevier, vol. 36(C), pages 86-100.
    10. 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.
    11. Estrella Gomez-Herrera & Frank Müller-Langer, 2019. "Is There a Gender Wage Gap in Online Labor Markets? Evidence from Over 250,000 Projects and 2.5 Million Wage Bill Proposals," CESifo Working Paper Series 7779, CESifo.
    12. Ou, Kai & Pan, Xiaofei, 2021. "The effect of task choice and task assignment on the gender earnings gap: An experimental study," European Economic Review, Elsevier, vol. 136(C).
    13. Claussen, Jörg & Czibor, Eszter & van Praag, Mirjam C., 2015. "Women Do Not Play Their Aces: The Consequences of Shying Away," IZA Discussion Papers 9612, Institute of Labor Economics (IZA).
    14. Fang,Sheng & Goh,Chorching & Roberts,Mark & Xu,L. Colin & Zeufack,Albert G., 2020. "Female Business Leaders, Business and Cultural Environment, and Productivity around the World," Policy Research Working Paper Series 9275, The World Bank.
    15. 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.
    16. van Veldhuizen, Roel, 2022. "Gender Differences in Tournament Choices: Risk Preferences, Overconfidence or Competitiveness?," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 20(4), pages 1595-1618.
    17. 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.
    18. Abu Siddique & Michael Vlassopoulos, 2020. "Competitive Preferences and Ethnicity: Experimental Evidence from Bangladesh," The Economic Journal, Royal Economic Society, vol. 130(627), pages 793-821.
    19. Kamas, Linda & Preston, Anne, 2018. "Competing with confidence: The ticket to labor market success for college-educated women," Journal of Economic Behavior & Organization, Elsevier, vol. 155(C), pages 231-252.
    20. Reuben, Ernesto & Sapienza, Paola & Zingales, Luigi, 2015. "Competitiveness and the Gender Gap among Young Business Professionals," IZA Discussion Papers 9446, Institute of Labor Economics (IZA).

    More about this item

    Keywords

    discrimination; wage gap; Labor Productivity;
    All these keywords.

    JEL classification:

    • J71 - Labor and Demographic Economics - - Labor Discrimination - - - Hiring and Firing
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials

    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:hka:wpaper:2018-091. 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: Jennifer Pachon (email available below). General contact details of provider: https://edirc.repec.org/data/mfichus.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.