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Trade Liberalisation and the Gender Wage Gap: Evidence From Pilot Free Trade Zones Policy Reform in China

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  • Xinxin Ma

Abstract

Using national longitudinal survey data from the China Family Panel Studies spanning 2010 to 2018, this study conducts a quasi‐natural experiment based on the pilot free trade zones (PFTZ) policy reform in China. The study examines the causal relationship between trade liberalisation and the gender wage gap (GWG) using a staggered difference‐in‐differences approach. Four conclusions emerge. First, the PFTZ policy increases wages for both men and women. However, the effect is larger for men than for women, suggesting that PFTZ policy expand the GWG. Second, the PFTZ policy's effect on wages is larger for the medium‐ than low‐ or high‐wage groups. Third, the gender difference in the FTZ wage premium expands the overall GWG, whereas the gender disparity in the labour force allocation between FTZs and non‐FTZs reduces the GWG. Finally, the gender difference in the FTZ wage premium expands the GWG in the low‐, middle‐ and high‐wage groups, and this effect is much more pronounced in the high‐wage group. The gender disparity in the labour force allocation reduces the GWG in the medium‐wage group, whereas it widens the GWG in the low‐ and high‐wage groups.

Suggested Citation

  • Xinxin Ma, 2026. "Trade Liberalisation and the Gender Wage Gap: Evidence From Pilot Free Trade Zones Policy Reform in China," Economics of Transition and Institutional Change, John Wiley & Sons, vol. 34(2), pages 321-338, April.
  • Handle: RePEc:wly:ectrin:v:34:y:2026:i:2:p:321-338
    DOI: 10.1111/ecot.70015
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    as
    1. Iwasaki, Ichiro & Ma, Xinxin, 2020. "Gender Wage Gap in China: A Large Meta-Analysis," CEI Research Paper Series 2020-5, Center for Economic Institutions, Institute of Economic Research, Hitotsubashi University.
    2. repec:uii:journl:v:10:y:2018:i:1:p:82-92 is not listed on IDEAS
    3. Sandra E. Black & Elizabeth Brainerd, 2004. "Importing Equality? The Impact of Globalization on Gender Discrimination," ILR Review, Cornell University, ILR School, vol. 57(4), pages 540-559, July.
    4. Ranjeeta Ghiara, 1999. "Impact of Trade Liberalisation on Female Wages in Mexico: An Econometric Analysis," Development Policy Review, Overseas Development Institute, vol. 17(2), pages 171-190, June.
    5. Dang, Hai-Anh H. & Viet Nguyen, Cuong, 2021. "Gender inequality during the COVID-19 pandemic: Income, expenditure, savings, and job loss," World Development, Elsevier, vol. 140(C).
    6. Iwasaki, Ichiro & Ma, Xinxin, 2020. "Gender wage gap in China: a large meta-analysis," Journal for Labour Market Research, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 54, pages 1-017.
    7. repec:iab:iabjlr:v:54:i::p:art.17 is not listed on IDEAS
    8. repec:iab:iabjlr:v:54:p:art.17 is not listed on IDEAS
    9. Gary S. Becker, 1964. "Human Capital: A Theoretical and Empirical Analysis with Special Reference to Education, First Edition," NBER Books, National Bureau of Economic Research, Inc, number beck-5.
    10. David H. Autor & Frank Levy & Richard J. Murnane, 2003. "The Skill Content of Recent Technological Change: An Empirical Exploration," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(4), pages 1279-1333.
    11. Jacob A. Mincer, 1974. "Introduction to "Schooling, Experience, and Earnings"," NBER Chapters, in: Schooling, Experience, and Earnings, pages 1-4, National Bureau of Economic Research, Inc.
    12. Wolfgang F. Stolper & Paul A. Samuelson, 1941. "Protection and Real Wages," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 9(1), pages 58-73.
    13. Ma, Xinxin, 2022. "Parenthood and the gender wage gap in urban China," Journal of Asian Economics, Elsevier, vol. 80(C).
    14. Priit Vahter & Jaan Masso, 2019. "The contribution of multinationals to wage inequality: foreign ownership and the gender pay gap," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 155(1), pages 105-148, February.
    15. Cotton, Jeremiah, 1988. "On the Decomposition of Wage Differentials," The Review of Economics and Statistics, MIT Press, vol. 70(2), pages 236-243, May.
    16. Emmanuel Orkoh & Derick Blaauw & Carike Claassen, 2022. "The trade openness–gender wage differential nexus: Household‐level evidence from Ghana," Review of Development Economics, Wiley Blackwell, vol. 26(1), pages 156-179, February.
    17. Claudia Roethlisberger & Franziska Gassmann & Wim Groot & Bruno Martorano, 2023. "The contribution of personality traits and social norms to the gender pay gap: A systematic literature review," Journal of Economic Surveys, Wiley Blackwell, vol. 37(2), pages 377-408, April.
    18. 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.
    19. David H. Autor & Michael J. Handel, 2013. "Putting Tasks to the Test: Human Capital, Job Tasks, and Wages," Journal of Labor Economics, University of Chicago Press, vol. 31(S1), pages 59-96.
    20. Bøler, Esther Ann & Javorcik, Beata & Ulltveit-Moe, Karen Helene, 2018. "Working across time zones: Exporters and the gender wage gap," Journal of International Economics, Elsevier, vol. 111(C), pages 122-133.
    21. Claudia Goldin, 2014. "A Grand Gender Convergence: Its Last Chapter," American Economic Review, American Economic Association, vol. 104(4), pages 1091-1119, April.
    22. Elissaios Papyrakis & Arlette Covarrubias & Arjan Verschoor, 2012. "Gender and Trade Aspects of Labour Markets," Journal of Development Studies, Taylor & Francis Journals, vol. 48(1), pages 81-98, December.
    23. Iga Magda & Katarzyna Sałach, 2021. "Gender pay gaps in domestic and foreign-owned firms," Empirical Economics, Springer, vol. 61(4), pages 2237-2263, October.
    24. Elissa Braunstein & Mark Brenner, 2007. "Foreign direct investment and gendered wages in urban China," Feminist Economics, Taylor & Francis Journals, vol. 13(3-4), pages 213-237.
    25. Brussevich, Masha, 2018. "Does trade liberalization narrow the gender wage gap? The role of sectoral mobility," European Economic Review, Elsevier, vol. 109(C), pages 305-333.
    26. Jacob A. Mincer, 1974. "Schooling, Experience, and Earnings," NBER Books, National Bureau of Economic Research, Inc, number minc74-1.
    27. Raymond Robertson & Gladys Lopez-Acevedo & Yevgeniya Savchenko, 2020. "Globalisation and the Gender Earnings Gap: Evidence from Sri Lanka and Cambodia," Journal of Development Studies, Taylor & Francis Journals, vol. 56(2), pages 295-313, February.
    28. Björn Gustafsson & Shi Li, 2000. "Economic transformation and the gender earnings gap in urban China," Journal of Population Economics, Springer;European Society for Population Economics, vol. 13(2), pages 305-329.
    29. 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.
    30. Alan Manning & Ted To, 2002. "Oligopsony and Monopsonistic Competition in Labor Markets," Journal of Economic Perspectives, American Economic Association, vol. 16(2), pages 155-174, Spring.
    31. 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.
    32. Maryam Jamielaa, 2018. "Trade openness and female-male earnings differentials: Evidence from Indonesia," Economic Journal of Emerging Markets, Universitas Islam Indonesia, vol. 10(1), pages 82-92.
    33. Sun, Liyang & Abraham, Sarah, 2021. "Estimating dynamic treatment effects in event studies with heterogeneous treatment effects," Journal of Econometrics, Elsevier, vol. 225(2), pages 175-199.
    34. Juan M. Villa, 2016. "diff: Simplifying the estimation of difference-in-differences treatment effects," Stata Journal, StataCorp LLC, vol. 16(1), pages 52-71, March.
    35. Te Bao & Yun Dai & Yanxiang Feng & Shuai Liu & Ruixin Wang, 2023. "Trade liberalisation and trade and capital flows: Evidence from China pilot free trade zones," The World Economy, Wiley Blackwell, vol. 46(5), pages 1408-1422, May.
    36. Oaxaca, Ronald L. & Ransom, Michael R., 1994. "On discrimination and the decomposition of wage differentials," Journal of Econometrics, Elsevier, vol. 61(1), pages 5-21, March.
    37. David Neumark, 1988. "Employers' Discriminatory Behavior and the Estimation of Wage Discrimination," Journal of Human Resources, University of Wisconsin Press, vol. 23(3), pages 279-295.
    38. Ichiro Iwasaki & Xinxin Ma, 2020. "Gender wage gap in China: a large meta-analysis," Journal for Labour Market Research, Springer;Institute for Employment Research/ Institut für Arbeitsmarkt- und Berufsforschung (IAB), vol. 54(1), pages 1-19, December.
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