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The Distribution of the Gender Wage Gap: An Equilibrium Model

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  • Bhalotra, Sonia R.

    (University of Warwick)

  • Fernández, Manuel

    (Universidad de los Andes)

  • Wang, Fan

    (University of Houston)

Abstract

We develop an equilibrium model of the labor market to investigate the joint evolution of gender gaps in labor force participation and wages. We do this overall and by task-based occupation and skill, which allows us to study distributional effects. We structurally estimate the model using data from Mexico over a period during which women’s participation increased by fifty percent. We provide new evidence that male and female labor are closer substitutes in high-paying analytical task-intensive occupations than in lower-paying manual and routine task-intensive occupations. We find that demand trends favored women, especially college-educated women. Consistent with these results, we see a widening of the gender wage gap at the lower end of the distribution, alongside a narrowing at the top. On the supply side, we find that increased appliance availability was the key driver of increases in the participation of unskilled women, and fertility decline a key driver for skilled women. The growth of appliances acted to widen the gender wage gap and the decline of fertility to narrow it. We also trace equilibrium impacts of growth in college attainment, which was more rapid among women, and of emigration, which was dominated by unskilled men. Our counterfactual estimates demonstrate that ignoring the countervailing effects of equilibrium wage adjustments on labor supplies, as is commonly done in the literature, can be misleading.

Suggested Citation

  • Bhalotra, Sonia R. & Fernández, Manuel & Wang, Fan, 2022. "The Distribution of the Gender Wage Gap: An Equilibrium Model," IZA Discussion Papers 15258, Institute of Labor Economics (IZA).
  • Handle: RePEc:iza:izadps:dp15258
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    1. Claudia Goldin & Claudia Olivetti, 2013. "Shocking Labor Supply: A Reassessment of the Role of World War II on Women's Labor Supply," American Economic Review, American Economic Association, vol. 103(3), pages 257-262, May.
    2. Cruces, Guillermo & Galiani, Sebastian, 2007. "Fertility and female labor supply in Latin America: New causal evidence," Labour Economics, Elsevier, vol. 14(3), pages 565-573, June.
    3. David Card & Thomas Lemieux, 2001. "Can Falling Supply Explain the Rising Return to College for Younger Men? A Cohort-Based Analysis," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(2), pages 705-746.
    4. Juhn, Chinhui & Kim, Dae Il, 1999. "The Effects of Rising Female Labor Supply on Male Wages," Journal of Labor Economics, University of Chicago Press, vol. 17(1), pages 23-48, January.
    5. David Card, 2009. "Immigration and Inequality," American Economic Review, American Economic Association, vol. 99(2), pages 1-21, May.
    6. Donghoon Lee, 2005. "An Estimable Dynamic General Equilibrium Model Of Work, Schooling, And Occupational Choice," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 46(1), pages 1-34, February.
    7. Ñopo, Hugo R., 2012. "New century, Old Disparities: Gender and Ethnic Earnings Gaps in Latin America and The Caribbean," IDB Publications (Books), Inter-American Development Bank, number 6384, May.
    8. Jeremy Greenwood & Nezih Guner & Georgi Kocharkov & Cezar Santos, 2016. "Technology and the Changing Family: A Unified Model of Marriage, Divorce, Educational Attainment, and Married Female Labor-Force Participation," American Economic Journal: Macroeconomics, American Economic Association, vol. 8(1), pages 1-41, January.
    9. Sanchez-Paramo, Carolina & Schady, Norbert, 2003. "Off and running? Technology, trade and the rising demand for skilled workers in Latin America," Policy Research Working Paper Series 3015, The World Bank.
    10. Alexandre Mas & Amanda Pallais, 2017. "Valuing Alternative Work Arrangements," American Economic Review, American Economic Association, vol. 107(12), pages 3722-3759, December.
    11. Michael J. Böhm & Hans-Martin von Gaudecker & Felix Schran, 2024. "Occupation Growth, Skill Prices, and Wage Inequality," Journal of Labor Economics, University of Chicago Press, vol. 42(1), pages 201-243.
    12. Olivier Bargain & Andreas Peichl, 2016. "Own-wage labor supply elasticities: variation across time and estimation methods," IZA Journal of Labor Economics, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 5(1), pages 1-31, December.
    13. Claudia Olivetti & Barbara Petrongolo, 2014. "Gender gaps across countries and skills: Demand, supply and the industry structure," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 17(4), pages 842-859, October.
    14. Blau, Francine D & Kahn, Lawrence M, 1997. "Swimming Upstream: Trends in the Gender Wage Differential in 1980s," Journal of Labor Economics, University of Chicago Press, vol. 15(1), pages 1-42, January.
    15. Antonio Ciccone & Giovanni Peri, 2005. "Long-Run Substitutability Between More and Less Educated Workers: Evidence from U.S. States, 1950-1990," The Review of Economics and Statistics, MIT Press, vol. 87(4), pages 652-663, November.
    16. Feenstra, Robert C. & Hanson, Gordon H., 1997. "Foreign direct investment and relative wages: Evidence from Mexico's maquiladoras," Journal of International Economics, Elsevier, vol. 42(3-4), pages 371-393, May.
    17. Rendall, Michelle, 2013. "Structural Change in Developing Countries: Has it Decreased Gender Inequality?," World Development, Elsevier, vol. 45(C), pages 1-16.
    18. 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.
    19. Daniel Fernandez Kranz, 2006. "Why has wage inequality increased more in the USA than in Europe? An empirical investigation of the demand and supply of skill," Applied Economics, Taylor & Francis Journals, vol. 38(7), pages 771-788.
    20. Emily Breza & Cynthia Kinnan, 2021. "Measuring the Equilibrium Impacts of Credit: Evidence from the Indian Microfinance Crisis," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 136(3), pages 1447-1497.
    21. Daron Acemoglu & Pascual Restrepo, 2018. "The Race between Man and Machine: Implications of Technology for Growth, Factor Shares, and Employment," American Economic Review, American Economic Association, vol. 108(6), pages 1488-1542, June.
    22. F. Vella & G. Moscarini, 2004. "Aggregate Worker Reallocation and Occupational Mobility in the United States: 1976-2000," 2004 Meeting Papers 183, Society for Economic Dynamics.
    23. 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.
    24. Barth, Erling & Kerr, Sari Pekkala & Olivetti, Claudia, 2021. "The dynamics of gender earnings differentials: Evidence from establishment data," European Economic Review, Elsevier, vol. 134(C).
    25. Orazio P. Attanasio & Costas Meghir & Ana Santiago, 2012. "Education Choices in Mexico: Using a Structural Model and a Randomized Experiment to Evaluate PROGRESA," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 79(1), pages 37-66.
    26. George J. Borjas, 2021. "The Labor Demand Curve Is Downward Sloping: Reexamining The Impact Of Immigration On The Labor Market," World Scientific Book Chapters, in: Foundational Essays in Immigration Economics, chapter 9, pages 235-274, World Scientific Publishing Co. Pte. Ltd..
    27. Stephen Machin & John Van Reenen, 1998. "Technology and Changes in Skill Structure: Evidence from Seven OECD Countries," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(4), pages 1215-1244.
    28. 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.
    29. World Bank, 2012. "World Development Report 2013 [Rapport sur le développement dans le monde 2013]," World Bank Publications - Books, The World Bank Group, number 11843, December.
    30. Olle Folke & Johanna Rickne, 2023. "Sexual Harassment and Gender Inequality in the Labor Market," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 137(4), pages 2163-2212.
    31. Tiago V. de V. Cavalcanti & José Tavares, 2008. "Assessing the "Engines of Liberation": Home Appliances and Female Labor Force Participation," The Review of Economics and Statistics, MIT Press, vol. 90(1), pages 81-88, February.
    32. Daron Acemoglu & David H. Autor & David Lyle, 2004. "Women, War, and Wages: The Effect of Female Labor Supply on the Wage Structure at Midcentury," Journal of Political Economy, University of Chicago Press, vol. 112(3), pages 497-551, June.
    33. Lee, Donghoon & Wolpin, Kenneth I., 2010. "Accounting for wage and employment changes in the US from 1968-2000: A dynamic model of labor market equilibrium," Journal of Econometrics, Elsevier, vol. 156(1), pages 68-85, May.
    34. Joseph G. Altonji & Lisa B. Kahn & Jamin D. Speer, 2014. "Trends in Earnings Differentials across College Majors and the Changing Task Composition of Jobs," American Economic Review, American Economic Association, vol. 104(5), pages 387-393, May.
    35. Guy Michaels & Ashwini Natraj & John Van Reenen, 2010. "Has ICT Polarized Skill Demand? Evidence from Eleven Countries over 25 Years," CEP Discussion Papers dp0987, Centre for Economic Performance, LSE.
    36. Gary S. Becker, 1981. "A Treatise on the Family," NBER Books, National Bureau of Economic Research, Inc, number beck81-1, July.
    37. Bradley T. Heim, 2007. "The Incredible Shrinking Elasticities: Married Female Labor Supply, 1978–2002," Journal of Human Resources, University of Wisconsin Press, vol. 42(4).
    38. 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.
    39. 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.
    40. repec:idb:brikps:6384 is not listed on IDEAS
    41. Maarten Goos & Alan Manning, 2007. "Lousy and Lovely Jobs: The Rising Polarization of Work in Britain," The Review of Economics and Statistics, MIT Press, vol. 89(1), pages 118-133, February.
    42. Simona Lup Tick & Ronald L. Oaxaca, 2010. "Technological Change and Gender Wage Gaps in the U.S. Service Industry," Annals of Economics and Statistics, GENES, issue 99-100, pages 47-65.
    43. repec:idb:brikps:78540 is not listed on IDEAS
    44. Marco Manacorda & Alan Manning & Jonathan Wadsworth, 2012. "The Impact Of Immigration On The Structure Of Wages: Theory And Evidence From Britain," Journal of the European Economic Association, European Economic Association, vol. 10(1), pages 120-151, February.
    45. David Card & John E. DiNardo, 2002. "Skill-Biased Technological Change and Rising Wage Inequality: Some Problems and Puzzles," Journal of Labor Economics, University of Chicago Press, vol. 20(4), pages 733-783, October.
    46. Chinhui Juhn & Sandra E. Black, 2000. "The Rise of Female Professionals: Are Women Responding to Skill Demand?," American Economic Review, American Economic Association, vol. 90(2), pages 450-455, May.
    47. Hugo Ñopo, 2012. "New Century, Old Disparities : Gender and Ethnic Earnings Gaps in Latin America and the Caribbean," World Bank Publications, The World Bank, number 11953, September.
    48. Mark M. Pitt & Mark R. Rosenzweig & Mohammad Nazmul Hassan, 2012. "Human Capital Investment and the Gender Division of Labor in a Brawn-Based Economy," American Economic Review, American Economic Association, vol. 102(7), pages 3531-3560, December.
    49. B. Essama-Nssah & Peter J. Lambert, 2011. "Influence functions for distributional statistics," Working Papers 236, ECINEQ, Society for the Study of Economic Inequality.
    50. Raquel Fernández & Joyce C. Wong, 2014. "Divorce Risk, Wages, and Working Wives: A Quantitative Life-Cycle Analysis of Female Labor Force Participation," NBER Working Papers 19869, National Bureau of Economic Research, Inc.
    51. Raquel Fernández & Joyce Cheng Wong, 2014. "Divorce Risk, Wages and Working Wives: A Quantitative Life‐Cycle Analysis of Female Labour Force Participation," Economic Journal, Royal Economic Society, vol. 0(576), pages 319-358, May.
    52. repec:adr:anecst:y:2010:i:99-100:p:03 is not listed on IDEAS
    53. Gueorgui Kambourov & Iourii Manovskii, 2008. "Rising Occupational And Industry Mobility In The United States: 1968-97," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 49(1), pages 41-79, February.
    54. Guy Michaels & Ashwini Natraj & John Van Reenen, 2014. "Has ICT Polarized Skill Demand? Evidence from Eleven Countries over Twenty-Five Years," The Review of Economics and Statistics, MIT Press, vol. 96(1), pages 60-77, March.
    55. Richard Blundell, 2017. "What Have We Learned from Structural Models?," American Economic Review, American Economic Association, vol. 107(5), pages 287-292, May.
    56. Sonia Bhalotra & Manuel Fernández, 2021. "The rise in women's labour force participation in Mexico: Supply vs demand factors," WIDER Working Paper Series wp-2021-16, World Institute for Development Economic Research (UNU-WIDER).
    57. World Bank, 2012. "World Development Report 2012 [Rapport sur le développement dans le monde 2012]," World Bank Publications - Books, The World Bank Group, number 4391, December.
    58. Jere R. Behrman & Nancy Birdsall & Miguel Székely, 2007. "Economic Policy Changes and Wage Differentials in Latin America," Economic Development and Cultural Change, University of Chicago Press, vol. 56(1), pages 57-97, October.
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    More about this item

    Keywords

    wage distribution; female labor force participation; gender wage gap; technological change; supply-demand framework; task-based approach; wage inequality;
    All these keywords.

    JEL classification:

    • J16 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Gender; Non-labor Discrimination
    • J21 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Force and Employment, Size, and Structure
    • 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
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes

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