IDEAS home Printed from https://ideas.repec.org/p/fip/feddwp/88841.html
   My bibliography  Save this paper

The Geography of Jobs and the Gender Wage Gap

Author

Listed:
  • Sitian Liu
  • Yichen Su

Abstract

Prior studies have shown that women are more willing to trade off wages for short commutes than men. Given the gender difference in commuting preferences, we show that the wage return to commuting (i.e., the wage penalty for reducing commute time) that stems from the spatial distribution of jobs contributes to the gender wage gap. We propose a simple job choice model, which predicts that differential commuting preferences would lead to a larger gender wage gap for workers who face greater wage returns to commuting based on their locations of residence and occupations. We then show empirical evidence that validates the model's prediction. Moreover, we estimate the model components: (i) the indifference curves between wages and commutes by gender, and (ii) the wage return to commuting faced by each worker. Our model shows that differential commuting choices account for about 16-21% of the gender wage gap on average, but the contribution varies widely across residential locations. The model also shows that policies that increase commute speed or density in the central city neighborhoods could moderately lower the gender wage gap.

Suggested Citation

  • Sitian Liu & Yichen Su, 2020. "The Geography of Jobs and the Gender Wage Gap," Working Papers 2028, Federal Reserve Bank of Dallas.
  • Handle: RePEc:fip:feddwp:88841
    DOI: 10.24149/wp2028
    as

    Download full text from publisher

    File URL: https://www.dallasfed.org/-/media/documents/research/papers/2020/wp2028.pdf
    File Function: Full text
    Download Restriction: no

    File URL: https://libkey.io/10.24149/wp2028?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Alexandre Mas & Amanda Pallais, 2017. "Valuing Alternative Work Arrangements," American Economic Review, American Economic Association, vol. 107(12), pages 3722-3759, December.
    2. Gutierrez, Federico H., 2018. "Commuting Patterns, the Spatial Distribution of Jobs and the Gender Pay Gap in the U.S," GLO Discussion Paper Series 282, Global Labor Organization (GLO).
    3. 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.
    4. 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.
    5. Christopher Severen, 2023. "Commuting, Labor, and Housing Market Effects of Mass Transportation: Welfare and Identification," The Review of Economics and Statistics, MIT Press, vol. 105(5), pages 1073-1091, September.
    6. 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.
    7. Kenneth A. Small & Clifford Winston & Jia Yan, 2005. "Uncovering the Distribution of Motorists' Preferences for Travel Time and Reliability," Econometrica, Econometric Society, vol. 73(4), pages 1367-1382, July.
    8. Claudia Goldin & Lawrence F. Katz, 2011. "The Cost of Workplace Flexibility for High-Powered Professionals," The ANNALS of the American Academy of Political and Social Science, , vol. 638(1), pages 45-67, November.
    9. German Cubas & Chinhui Juhn & Pedro Silos, 2023. "Coordinated Work Schedules and the Gender Wage Gap," The Economic Journal, Royal Economic Society, vol. 133(651), pages 1036-1066.
    10. Ferdinando Monte & Stephen J. Redding & Esteban Rossi-Hansberg, 2018. "Commuting, Migration, and Local Employment Elasticities," American Economic Review, American Economic Association, vol. 108(12), pages 3855-3890, December.
    11. Claudia Goldin, 2014. "A Grand Gender Convergence: Its Last Chapter," American Economic Review, American Economic Association, vol. 104(4), pages 1091-1119, April.
    12. 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.
    13. Petter Lundborg & Erik Plug & Astrid Würtz Rasmussen, 2017. "Can Women Have Children and a Career? IV Evidence from IVF Treatments," American Economic Review, American Economic Association, vol. 107(6), pages 1611-1637, June.
    14. 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.
    15. Cazals, Catherine & Florens, Jean-Pierre & Simar, Leopold, 2002. "Nonparametric frontier estimation: a robust approach," Journal of Econometrics, Elsevier, vol. 106(1), pages 1-25, January.
    16. 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.
    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. Xing, Chunbing & Yuan, Xiaoyan & Zhang, Junfu, 2022. "City size, family migration, and gender wage gap: Evidence from rural–urban migrants in China," Regional Science and Urban Economics, Elsevier, vol. 97(C).
    2. Sylvia Klosin, 2021. "Automatic Double Machine Learning for Continuous Treatment Effects," Papers 2104.10334, arXiv.org.

    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. 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.
    2. Petrongolo, Barbara & Ronchi, Maddalena, 2020. "Gender gaps and the structure of local labor markets," Labour Economics, Elsevier, vol. 64(C).
    3. Harris, Jorgen, 2022. "Do wages fall when women enter an occupation?," Labour Economics, Elsevier, vol. 74(C).
    4. 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]," Review of Economic Studies, Oxford University Press, vol. 88(5), pages 2210-2238.
    5. 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).
    6. Arntz, Melanie & Ben Yahmed, Sarra & Berlingieri, Francesco, 2022. "Working from home, hours worked and wages: Heterogeneity by gender and parenthood," Labour Economics, Elsevier, vol. 76(C).
    7. Thomas Le Barbanchon & Roland Rathelot & Alexandra Roulet, 2021. "Gender Differences in Job Search: Trading off Commute against Wage," The Quarterly Journal of Economics, Oxford University Press, vol. 136(1), pages 381-426.
    8. Meekes, Jordy & Hassink, Wolter, 2020. "Fired and Pregnant: Gender Differences in Job Flexibility Outcomes after Job Loss," IZA Discussion Papers 13779, Institute of Labor Economics (IZA).
    9. Fluchtmann, Jonas & Glenny, Anita Marie & Harmon, Nikolaj & Maibom, Jonas, 2021. "The Gender Application Gap: Do Men and Women Apply for the Same Jobs?," IZA Discussion Papers 14906, Institute of Labor Economics (IZA).
    10. Katie Meara & Francesco Pastore & Allan Webster, 2020. "The gender pay gap in the USA: a matching study," Journal of Population Economics, Springer;European Society for Population Economics, vol. 33(1), pages 271-305, January.
    11. Berniell, Inés & Berniell, Lucila & de la Mata, Dolores & Edo, María & Marchionni, Mariana, 2023. "Motherhood and flexible jobs: Evidence from Latin American countries," World Development, Elsevier, vol. 167(C).
    12. Céline Piton, 2022. "The labour market performance of vulnerable groups: towards a better understanding of the main driving forces," ULB Institutional Repository 2013/352519, ULB -- Universite Libre de Bruxelles.
    13. 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.
    14. 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.
    15. 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.
    16. Petrongolo, Barbara & Ronchi, Maddalena, 2020. "A survey of gender gaps through the lens of the industry structure and local labor markets," LSE Research Online Documents on Economics 108438, London School of Economics and Political Science, LSE Library.
    17. repec:hal:spmain:info:hdl:2441/1ta425q4ev9o6a76uep4hjlunc is not listed on IDEAS
    18. Gershoni, Naomi & Low, Corinne, 2021. "The power of time: The impact of free IVF on Women’s human capital investments," European Economic Review, Elsevier, vol. 133(C).
    19. Johnsen, Julian & Ku, Hyejin, 2020. "Competition and Career Advancement: The Hidden Costs of Paid Leave," Discussion Paper Series in Economics 13/2020, Norwegian School of Economics, Department of Economics.
    20. Paula A. Calvo & Ilse Lindenlaub & Ana Reynoso, 2021. "Marriage Market and Labor Market Sorting," NBER Working Papers 28883, National Bureau of Economic Research, Inc.
    21. 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.

    More about this item

    Keywords

    Gender wage gap; commuting; spatial distribution of jobs;
    All these keywords.

    JEL classification:

    • J16 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Gender; Non-labor Discrimination
    • J22 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Time Allocation and Labor Supply
    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
    • R12 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Size and Spatial Distributions of Regional Economic Activity; Interregional Trade (economic geography)
    • R41 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Transportation Economics - - - Transportation: Demand, Supply, and Congestion; Travel Time; Safety and Accidents; Transportation Noise

    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:fip:feddwp:88841. 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: Amy Chapman (email available below). General contact details of provider: https://edirc.repec.org/data/frbdaus.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.