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Commuting, Children and the Gender Wage Gap

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Abstract

It has been documented that the gender pay gap strongly increases after the birth of the first child. We focus on Denmark and show that gender differences regarding commuting play an important role in explaining this. We offer 3 pieces of evidence. First, the gender pay and commuting gaps come into existence at the same moment: when the first child is born. Second, wage compensation for commuting is lower for women after the birth compared to men: about 3 − 4 percentage points of the overall gender pay gap is due to gender differences related to compensation for commuting when having children. Third, women who get a child are much more likely to leave their job when they have a long commute, which is not true for men. Using information on job moving through the lens of a dynamic search model, these results imply that the marginal cost of commuting increases substantially for women with a child. For female workers with a child, a one standard deviation increase in commuting distance induces costs equivalent to about 10% of their wage, whereas for all other workers these costs are equivalent to only 3-4% of their wages.

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  • Borghorst, Malte & Mulalic, Ismir & van Ommeren, Jos, 2021. "Commuting, Children and the Gender Wage Gap," Working Papers 15-2021, Copenhagen Business School, Department of Economics.
  • Handle: RePEc:hhs:cbsnow:2021_015
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    1. Stephan Heblich & Stephen J Redding & Daniel M Sturm, 2020. "The Making of the Modern Metropolis: Evidence from London," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 135(4), pages 2059-2133.
    2. Zenou,Yves, 2009. "Urban Labor Economics," Cambridge Books, Cambridge University Press, number 9780521698221.
    3. René Böheim & Mark P. Taylor, 2004. "Actual and Preferred Working Hours," British Journal of Industrial Relations, London School of Economics, vol. 42(1), pages 149-166, March.
    4. Naoki Aizawa & Hanming Fang, 2020. "Equilibrium Labor Market Search and Health Insurance Reform," Journal of Political Economy, University of Chicago Press, vol. 128(11), pages 4258-4336.
    5. Esfandiar Maasoumi & Le Wang, 2019. "The Gender Gap between Earnings Distributions," Journal of Political Economy, University of Chicago Press, vol. 127(5), pages 2438-2504.
    6. 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.
    7. Manning, Alan, 2003. "The real thin theory: monopsony in modern labour markets," Labour Economics, Elsevier, vol. 10(2), pages 105-131, April.
    8. StÈphane Bonhomme & GrÈgory Jolivet, 2009. "The pervasive absence of compensating differentials," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 24(5), pages 763-795.
    9. 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.
    10. Gabriel M. Ahlfeldt & Stephen J. Redding & Daniel M. Sturm & Nikolaus Wolf, 2015. "The Economics of Density: Evidence From the Berlin Wall," Econometrica, Econometric Society, vol. 83, pages 2127-2189, November.
    11. Manning, Alan, 2011. "Imperfect Competition in the Labor Market," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 11, pages 973-1041, Elsevier.
    12. repec:dgr:uvatin:20070060 is not listed on IDEAS
    13. Petrongolo, Barbara & Ronchi, Maddalena, 2020. "Gender gaps and the structure of local labor markets," Labour Economics, Elsevier, vol. 64(C).
    14. 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.
    15. 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.
    16. Jos Van Ommeren & Derk Wentink, 2012. "The (Hidden) Cost Of Employer Parking Policies," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 53(3), pages 965-978, August.
    17. Fujita,Masahisa, 1991. "Urban Economic Theory," Cambridge Books, Cambridge University Press, number 9780521396455.
    18. Paetzold, Jörg, 2019. "Do commuting subsidies increase commuting distances? Evidence from a Regression Kink Design," Regional Science and Urban Economics, Elsevier, vol. 75(C), pages 136-147.
    19. Jos Van Ommeren & Joyce Dargay, 2006. "The Optimal Choice of Commuting Speed: Consequences for Commuting Time, Distance and Costs," Journal of Transport Economics and Policy, University of Bath, vol. 40(2), pages 279-296, May.
    20. 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.
    21. van Ophem, Hans, 1991. "Wages, Nonwage Job Characteristics and the Search Behavior of Employees," The Review of Economics and Statistics, MIT Press, vol. 73(1), pages 145-151, February.
    22. Boris Hirsch & Elke J. Jahn & Alan Manning & Michael Oberfichtner, 2022. "The Urban Wage Premium in Imperfect Labor Markets," Journal of Human Resources, University of Wisconsin Press, vol. 57(S), pages 111-136.
    23. 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.
    24. 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.
    25. repec:eee:labchp:v:3:y:1999:i:pc:p:3143-3259 is not listed on IDEAS
    26. Mulalic, Ismir & Rouwendal, Jan, 2020. "Does improving public transport decrease car ownership? Evidence from a residential sorting model for the Copenhagen metropolitan area," Regional Science and Urban Economics, Elsevier, vol. 83(C).
    27. 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.
    28. Claudia Goldin, 2006. "The Quiet Revolution That Transformed Women's Employment, Education, and Family," American Economic Review, American Economic Association, vol. 96(2), pages 1-21, May.
    29. Alexandre Mas & Amanda Pallais, 2017. "Valuing Alternative Work Arrangements," American Economic Review, American Economic Association, vol. 107(12), pages 3722-3759, December.
    30. Jos Van Ommeren & Gerard J. Van Den Berg & Cees Gorter, 2000. "Estimating the Marginal Willingness to Pay for Commuting," Journal of Regional Science, Wiley Blackwell, vol. 40(3), pages 541-563, August.
    31. 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.
    32. Madden, Janice Fanning, 1985. "Urban wage gradients: Empirical evidence," Journal of Urban Economics, Elsevier, vol. 18(3), pages 291-301, November.
    33. Nathaniel Baum-Snow, 2010. "Changes in Transportation Infrastructure and Commuting Patterns in US Metropolitan Areas, 1960-2000," American Economic Review, American Economic Association, vol. 100(2), pages 378-382, May.
    34. Claudia Goldin, 2014. "A Grand Gender Convergence: Its Last Chapter," American Economic Review, American Economic Association, vol. 104(4), pages 1091-1119, April.
    35. Farré, Lídia & Jofre-Monseny, Jordi & Torrecillas, Juan, 2020. "Commuting Time and the Gender Gap in Labor Market Participation," IZA Discussion Papers 13213, Institute of Labor Economics (IZA).
    36. 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.
    37. Ismir Mulalic & Jos N. Van Ommeren & Ninette Pilegaard, 2014. "Wages and Commuting: Quasi‐natural Experiments' Evidence from Firms that Relocate," Economic Journal, Royal Economic Society, vol. 124(579), pages 1086-1105, September.
    38. Goldin, Claudia, 2006. "The Quiet Revolution That Transformed Women’s Employment, Education, and Family," Scholarly Articles 2943933, Harvard University Department of Economics.
    39. 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.
    40. Alan S. Blinder, 1973. "Wage Discrimination: Reduced Form and Structural Estimates," Journal of Human Resources, University of Wisconsin Press, vol. 8(4), pages 436-455.
    41. Timothy J. Gronberg & W. Robert Reed, 1994. "Estimating Workers' Marginal Willingness to Pay for Job Attributes Using Duration Data," Journal of Human Resources, University of Wisconsin Press, vol. 29(3), pages 911-931.
    42. Van Ommeren, Jos & Fosgerau, Mogens, 2009. "Workers' marginal costs of commuting," Journal of Urban Economics, Elsevier, vol. 65(1), pages 38-47, January.
    43. Christopher A. Pissarides, 2000. "Equilibrium Unemployment Theory, 2nd Edition," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262161877, December.
    44. 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.
    45. Eva Gutiérrez‐i‐Puigarnau & Jos N. Van Ommeren, 2011. "Welfare Effects Of Distortionary Fringe Benefits Taxation: The Case Of Employer‐Provided Cars," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 52(4), pages 1105-1122, November.
    46. Barth, Erling & Dale-Olsen, Harald, 2009. "Monopsonistic discrimination, worker turnover, and the gender wage gap," Labour Economics, Elsevier, vol. 16(5), pages 589-597, October.
    47. 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.
    48. Hwang, Hae-shin & Reed, W Robert & Hubbard, Carlton, 1992. "Compensating Wage Differentials and Unobserved Productivity," Journal of Political Economy, University of Chicago Press, vol. 100(4), pages 835-858, August.
    49. Zax, Jeffrey S, 1991. "The Substitution between Moves and Quits," Economic Journal, Royal Economic Society, vol. 101(409), pages 1510-1521, November.
    50. Polachek, Solomon William, 1981. "Occupational Self-Selection: A Human Capital Approach to Sex Differences in Occupational Structure," The Review of Economics and Statistics, MIT Press, vol. 63(1), pages 60-69, February.
    51. Joseph G. Altonji & Christina H. Paxson, 1992. "Labor Supply, Hours Constraints, and Job Mobility," Journal of Human Resources, University of Wisconsin Press, vol. 27(2), pages 256-278.
    52. Börjesson, Maria & Isacsson, Gunnar & Andersson, Matts & Anderstig, Christer, 2019. "Agglomeration, productivity and the role of transport system improvements," Economics of Transportation, Elsevier, vol. 18(C), pages 27-39.
    53. David Card & Dean R. Hyslop, 2021. "Female Earnings Inequality: The Changing Role of Family Characteristics and Its Effect on the Extensive and Intensive Margins," Journal of Labor Economics, University of Chicago Press, vol. 39(S1), pages 59-106.
    54. Robert E. Lucas & Esteban Rossi-Hansberg, 2002. "On the Internal Structure of Cities," Econometrica, Econometric Society, vol. 70(4), pages 1445-1476, July.
    55. Gadi Barlevy, 2008. "Identification of Search Models using Record Statistics," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 75(1), pages 29-64.
    56. Van Ommeren, Jos & Rietveld, Piet, 2005. "The commuting time paradox," Journal of Urban Economics, Elsevier, vol. 58(3), pages 437-454, November.
    57. Black, Dan A. & Kolesnikova, Natalia & Taylor, Lowell J., 2014. "Why do so few women work in New York (and so many in Minneapolis)? Labor supply of married women across US cities," Journal of Urban Economics, Elsevier, vol. 79(C), pages 59-71.
    58. Wheaton, William C., 1974. "A comparative static analysis of urban spatial structure," Journal of Economic Theory, Elsevier, vol. 9(2), pages 223-237, October.
    59. Paul Sullivan & Ted To, 2014. "Search and Nonwage Job Characteristics," Journal of Human Resources, University of Wisconsin Press, vol. 49(2), pages 472-507.
    60. Thomas Le Barbanchon & Roland Rathelot & Alexandra Roulet, 0. "Gender Differences in Job Search: Trading off Commute against Wage," The Quarterly Journal of Economics, Oxford University Press, vol. 136(1), pages 381-426.
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    More about this item

    Keywords

    Commuting; Wages; Gender wage gap;
    All these keywords.

    JEL classification:

    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
    • J61 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Geographic Labor Mobility; Immigrant Workers
    • R23 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - Regional Migration; Regional Labor Markets; Population
    • R41 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Transportation Economics - - - Transportation: Demand, Supply, and Congestion; Travel Time; Safety and Accidents; Transportation Noise

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