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Preference for the workplace, investment in human capital, and gender

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Abstract

We use a hypothetical choice methodology to estimate preferences for workplace attributes and quantify how much these preferences influence pre-labor-market human capital investments. This method robustly identifies preferences for various job attributes, free from omitted variable bias and free from considering the equilibrium job match. Women on average have a higher willingness to pay (WTP) for jobs with greater work flexibility and job stability, and men have a higher WTP for jobs with higher earnings growth. These job preferences relate to college major choices and actual job choices, and explain as much as 25 percent of the gender wage gap..

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  • Matthew Wiswall & Basit Zafar, 2016. "Preference for the workplace, investment in human capital, and gender," Staff Reports 767, Federal Reserve Bank of New York.
  • Handle: RePEc:fip:fednsr:767
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    1. Arcidiacono, Peter & Hotz, V. Joseph & Kang, Songman, 2012. "Modeling college major choices using elicited measures of expectations and counterfactuals," Journal of Econometrics, Elsevier, vol. 166(1), pages 3-16.
    2. Grace Lordan & Jörn‐Steffen Pischke, 2022. "Does Rosie Like Riveting? Male and Female Occupational Choices," Economica, London School of Economics and Political Science, vol. 89(353), pages 110-130, January.
    3. Catherine L. Kling & Daniel J. Phaneuf & Jinhua Zhao, 2012. "From Exxon to BP: Has Some Number Become Better Than No Number?," Journal of Economic Perspectives, American Economic Association, vol. 26(4), pages 3-26, Fall.
    4. Joseph G. Altonji & Lisa B. Kahn & Jamin D. Speer, 2016. "Cashier or Consultant? Entry Labor Market Conditions, Field of Study, and Career Success," Journal of Labor Economics, University of Chicago Press, vol. 34(S1), pages 361-401.
    5. Ralph Stinebrickner & Todd Stinebrickner, 2014. "Academic Performance and College Dropout: Using Longitudinal Expectations Data to Estimate a Learning Model," Journal of Labor Economics, University of Chicago Press, vol. 32(3), pages 601-644.
    6. Muriel Niederle & Lise Vesterlund, 2007. "Do Women Shy Away From Competition? Do Men Compete Too Much?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(3), pages 1067-1101.
    7. Daniel McFadden & Kenneth Train, 2000. "Mixed MNL models for discrete response," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 15(5), pages 447-470.
    8. Arcidiacono, Peter & Hotz, V. Joseph & Maurel, Arnaud & Romano, Teresa, 2014. "Recovering Ex Ante Returns and Preferences for Occupations using Subjective Expectations Data," IZA Discussion Papers 8549, Institute of Labor Economics (IZA).
    9. David Neumark & Ian Burn & Patrick Button, 2019. "Is It Harder for Older Workers to Find Jobs? New and Improved Evidence from a Field Experiment," Journal of Political Economy, University of Chicago Press, vol. 127(2), pages 922-970.
    10. 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.
    11. 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.
    12. Matthew Wiswall & Basit Zafar, 2015. "How Do College Students Respond to Public Information about Earnings?," Journal of Human Capital, University of Chicago Press, vol. 9(2), pages 117-169.
    13. 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.
    14. Matthew Wiswall & Basit Zafar, 2015. "Determinants of College Major Choice: Identification using an Information Experiment," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 82(2), pages 791-824.
    15. repec:eee:labchp:v:1:y:1986:i:c:p:641-692 is not listed on IDEAS
    16. John Ameriks & Joseph Briggs & Andrew Caplin & Matthew D. Shapiro & Christopher Tonetti, 2020. "Long-Term-Care Utility and Late-in-Life Saving," Journal of Political Economy, University of Chicago Press, vol. 128(6), pages 2375-2451.
    17. Ralph Stinebrickner & Todd R. Stinebrickner, 2014. "A Major in Science? Initial Beliefs and Final Outcomes for College Major and Dropout," Review of Economic Studies, Oxford University Press, vol. 81(1), pages 426-472.
    18. Manski, Charles F. & Salomon, Ilan, 1987. "The demand for teleshopping : An application of discrete choice models," Regional Science and Urban Economics, Elsevier, vol. 17(1), pages 109-121, February.
    19. Asher A. Blass & Saul Lach & Charles F. Manski, 2010. "Using Elicited Choice Probabilities To Estimate Random Utility Models: Preferences For Electricity Reliability," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 51(2), pages 421-440, May.
    20. Flabbi, Luca & Moro, Andrea, 2012. "The effect of job flexibility on female labor market outcomes: Estimates from a search and bargaining model," Journal of Econometrics, Elsevier, vol. 168(1), pages 81-95.
    21. A. D. Roy, 1951. "Some Thoughts On The Distribution Of Earnings," Oxford Economic Papers, Oxford University Press, vol. 3(2), pages 135-146.
    22. Rachel Croson & Uri Gneezy, 2009. "Gender Differences in Preferences," Journal of Economic Literature, American Economic Association, vol. 47(2), pages 448-474, June.
    23. Anna Alberini & James R. Kahn (ed.), 2006. "Handbook on Contingent Valuation," Books, Edward Elgar Publishing, number 1893.
    24. Louis Anthony Cox Jr. & Weihsueh A. Chiu & David M. Hassenzahl & Daniel M. Kammen, 2000. "Response," Risk Analysis, John Wiley & Sons, vol. 20(3), pages 295-296, June.
    25. Charles F. Manski, 2004. "Measuring Expectations," Econometrica, Econometric Society, vol. 72(5), pages 1329-1376, September.
    26. Magali Beffy & Denis Fougère & Arnaud Maurel, 2012. "Choosing the Field of Study in Postsecondary Education: Do Expected Earnings Matter?," The Review of Economics and Statistics, MIT Press, vol. 94(1), pages 334-347, February.
    27. Claudia Goldin, 2014. "A Grand Gender Convergence: Its Last Chapter," American Economic Review, American Economic Association, vol. 104(4), pages 1091-1119, April.
    28. Richard T. Carson, 2012. "Contingent Valuation: A Practical Alternative When Prices Aren't Available," Journal of Economic Perspectives, American Economic Association, vol. 26(4), pages 27-42, Fall.
    29. V. Kerry Smith, 2006. "Fifty Years of Contingent Valuation," Chapters, in: Anna Alberini & James R. Kahn (ed.), Handbook on Contingent Valuation, chapter 2, Edward Elgar Publishing.
    30. Basit Zafar, 2013. "College Major Choice and the Gender Gap," Journal of Human Resources, University of Wisconsin Press, vol. 48(3), pages 545-595.
    31. Green, Paul E & Srinivasan, V, 1978. "Conjoint Analysis in Consumer Research: Issues and Outlook," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 5(2), pages 103-123, Se.
    32. Joseph G. Altonji & Peter Arcidiacono & Arnaud Maurel, 2015. "The Analysis of Field Choice in College and Graduate School: Determinants and Wage Effects," NBER Working Papers 21655, National Bureau of Economic Research, Inc.
    33. Siow, Aloysius, 1984. "Occupational Choice under Uncertainty," Econometrica, Econometric Society, vol. 52(3), pages 631-645, May.
    34. Jerry Hausman, 2012. "Contingent Valuation: From Dubious to Hopeless," Journal of Economic Perspectives, American Economic Association, vol. 26(4), pages 43-56, Fall.
    35. Victor Stango & Jonathan Zinman, 2009. "Exponential Growth Bias and Household Finance," Journal of Finance, American Finance Association, vol. 64(6), pages 2807-2849, December.
    36. Beggs, S. & Cardell, S. & Hausman, J., 1981. "Assessing the potential demand for electric cars," Journal of Econometrics, Elsevier, vol. 17(1), pages 1-19, September.
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    More about this item

    Keywords

    workplace preferences; compensating differentials; human capital; college majors; gender;
    All these keywords.

    JEL classification:

    • J16 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Gender; Non-labor Discrimination
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity

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