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Robots, gender economic opportunities and household adjustment: Evidence from China

Author

Listed:
  • Yu, Shule
  • Zhang, Jun
  • Yan, Xueling

Abstract

Leveraging a unique historical instrumental variable—the first introduction of modern technology during China's Self-Strengthening Movement—this study utilizes macro / micro-level dataset to analyze how robotization affects gender economic opportunities and subsequent life-cycle transitions. The analysis indicates that (1) gender gaps in labor force participation, income and working hour declined significantly more in regions that introduced robots compared to other regions, increasing the relative economic status of women; (2) regions with higher robot exposure tend to experienced also a decline in marriage and childbirth, although no notable change in divorce was observed; (3) these patterns may attributable to enhanced status of women in the labor market, which in turn diminishes their satisfaction with economic and domestic contributions of men and leads to prioritizing career advancement over marriage and childbirth. Overall, our evidence shows that robots have a substantial impact on labor market structures, with potential spillover effects on a series of demographic behaviors.

Suggested Citation

  • Yu, Shule & Zhang, Jun & Yan, Xueling, 2024. "Robots, gender economic opportunities and household adjustment: Evidence from China," Structural Change and Economic Dynamics, Elsevier, vol. 71(C), pages 57-67.
  • Handle: RePEc:eee:streco:v:71:y:2024:i:c:p:57-67
    DOI: 10.1016/j.strueco.2024.06.007
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    1. Hendry, David F. & Pagan, Adrian R. & Sargan, J.Denis, 1984. "Dynamic specification," Handbook of Econometrics, in: Z. Griliches† & M. D. Intriligator (ed.), Handbook of Econometrics, edition 1, volume 2, chapter 18, pages 1023-1100, Elsevier.
    2. 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.
    3. Stefania Albanesi & Claudia Olivetti, 2016. "Gender Roles and Medical Progress," Journal of Political Economy, University of Chicago Press, vol. 124(3), pages 650-695.
    4. James Bessen, 2018. "Artificial Intelligence and Jobs: The Role of Demand," NBER Chapters, in: The Economics of Artificial Intelligence: An Agenda, pages 291-307, National Bureau of Economic Research, Inc.
    5. Fan, Haichao & Hu, Yichuan & Tang, Lixin, 2021. "Labor costs and the adoption of robots in China," Journal of Economic Behavior & Organization, Elsevier, vol. 186(C), pages 608-631.
    6. Lundberg, Shelly & Pollak, Robert A, 1993. "Separate Spheres Bargaining and the Marriage Market," Journal of Political Economy, University of Chicago Press, vol. 101(6), pages 988-1010, December.
    7. Bo, Shiyu & Liu, Cong & Zhou, Yan, 2023. "Military investment and the rise of industrial clusters: Evidence from China’s self-strengthening movement," Journal of Development Economics, Elsevier, vol. 161(C).
    8. David Autor & Anna Salomons, 2018. "Is Automation Labor-Displacing? Productivity Growth, Employment, and the Labor Share," NBER Working Papers 24871, National Bureau of Economic Research, Inc.
    9. Andriana Bellou, 2015. "The impact of Internet diffusion on marriage rates: evidence from the broadband market," Journal of Population Economics, Springer;European Society for Population Economics, vol. 28(2), pages 265-297, April.
    10. David H. Autor & David Dorn & Gordon H. Hanson, 2013. "The China Syndrome: Local Labor Market Effects of Import Competition in the United States," American Economic Review, American Economic Association, vol. 103(6), pages 2121-2168, October.
    11. Marianne Bertrand & Patricia Cortés & Claudia Olivetti & Jessica Pan, 2016. "Social Norms, Labor Market Opportunities, and the Marriage Gap for Skilled Women," NBER Working Papers 22015, National Bureau of Economic Research, Inc.
    12. Claudia Goldin & Lawrence F. Katz, 2002. "The Power of the Pill: Oral Contraceptives and Women's Career and Marriage Decisions," Journal of Political Economy, University of Chicago Press, vol. 110(4), pages 730-770, August.
    13. Jeremy Greenwood & Ananth Seshadri & Guillaume Vandenbroucke, 2005. "The Baby Boom and Baby Bust," American Economic Review, American Economic Association, vol. 95(1), pages 183-207, March.
    14. Massimo Anelli & Italo Colantone & Piero Stanig, 2019. "We Were the Robots: Automation and Voting Behavior in Western Europe," CESifo Working Paper Series 7758, CESifo.
    15. Melissa Dell & Benjamin A Olken, 2020. "The Development Effects of the Extractive Colonial Economy: The Dutch Cultivation System in Java," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 87(1), pages 164-203.
    16. Michela Giorcelli, 2019. "The Long-Term Effects of Management and Technology Transfers," American Economic Review, American Economic Association, vol. 109(1), pages 121-152, January.
    17. Tara Watson & Sara McLanahan, 2011. "Marriage Meets the Joneses: Relative Income, Identity, and Marital Status," Journal of Human Resources, University of Wisconsin Press, vol. 46(3), pages 482-517.
    18. Andrew Cherlin & Erin Cumberworth & S. Philip Morgan & Christopher Wimer, 2013. "The Effects of the Great Recession on Family Structure and Fertility," The ANNALS of the American Academy of Political and Social Science, , vol. 650(1), pages 214-231, November.
    19. Philippe Aghion & Benjamin F. Jones & Charles I. Jones, 2018. "Artificial Intelligence and Economic Growth," NBER Chapters, in: The Economics of Artificial Intelligence: An Agenda, pages 237-282, National Bureau of Economic Research, Inc.
    20. Becker, Gary S, 1974. "A Theory of Marriage: Part II," Journal of Political Economy, University of Chicago Press, vol. 82(2), pages 11-26, Part II, .
    21. David Autor & Anna Salomons, 2018. "Is Automation Labor Share–Displacing? Productivity Growth, Employment, and the Labor Share," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 49(1 (Spring), pages 1-87.
    22. Kai Li & Feng Mai & Rui Shen & Xinyan Yan, 2021. "Measuring Corporate Culture Using Machine Learning," NBER Chapters, in: Big Data: Long-Term Implications for Financial Markets and Firms, pages 3265-3315, National Bureau of Economic Research, Inc.
    23. 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.
    24. Daron Acemoglu & Pascual Restrepo, 2020. "Robots and Jobs: Evidence from US Labor Markets," Journal of Political Economy, University of Chicago Press, vol. 128(6), pages 2188-2244.
    25. Marianne Bertrand & Patricia Cortés & Claudia Olivetti & Jessica Pan, 2016. "Social Norms, Labor Market Opportunities, and the Marriage Gap for Skilled Women," NBER Working Papers 22015, National Bureau of Economic Research, Inc.
    26. Melissa S. Kearney & Riley Wilson, 2018. "Male Earnings, Marriageable Men, and Nonmarital Fertility: Evidence from the Fracking Boom," The Review of Economics and Statistics, MIT Press, vol. 100(4), pages 678-690, October.
    27. Anna Matysiak & Tomáš Sobotka & Daniele Vignoli, 2021. "The Great Recession and Fertility in Europe: A Sub-national Analysis," European Journal of Population, Springer;European Association for Population Studies, vol. 37(1), pages 29-64, March.
    28. David H. Autor & David Dorn & Gordon H. Hanson, 2015. "Untangling Trade and Technology: Evidence from Local Labour Markets," Economic Journal, Royal Economic Society, vol. 0(584), pages 621-646, May.
    29. Massimo Anelli & Osea Giuntella & Luca Stella, 2024. "Robots, Marriageable Men, Family, and Fertility," Journal of Human Resources, University of Wisconsin Press, vol. 59(2), pages 443-469.
    30. W Walker Hanlon, 2020. "The Persistent Effect of Temporary Input Cost Advantages in Shipbuilding, 1850 to 1911," Journal of the European Economic Association, European Economic Association, vol. 18(6), pages 3173-3209.
    31. Na'ama Shenhav, 2021. "Lowering Standards to Wed? Spouse Quality, Marriage, and Labor Market Responses to the Gender Wage Gap," The Review of Economics and Statistics, MIT Press, vol. 103(2), pages 265-279, May.
    32. Karina Shreffler & David Johnson, 2013. "Fertility Intentions, Career Considerations and Subsequent Births: The Moderating Effects of Women’s Work Hours," Journal of Family and Economic Issues, Springer, vol. 34(3), pages 285-295, September.
    33. Frey, Carl Benedikt & Osborne, Michael A., 2017. "The future of employment: How susceptible are jobs to computerisation?," Technological Forecasting and Social Change, Elsevier, vol. 114(C), pages 254-280.
    34. Kai Li & Feng Mai & Rui Shen & Xinyan Yan, 2021. "Measuring Corporate Culture Using Machine Learning [Machine learning methods that economists should know about]," The Review of Financial Studies, Society for Financial Studies, vol. 34(7), pages 3265-3315.
    35. Berkay Özcan & Karl Ulrich Mayer & Joerg Luedicke, 2010. "The impact of unemployment on the transition to parenthood," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 23(29), pages 807-846.
    36. Jessamyn Schaller, 2016. "Booms, Busts, and Fertility: Testing the Becker Model Using Gender-Specific Labor Demand," Journal of Human Resources, University of Wisconsin Press, vol. 51(1), pages 1-29.
    37. repec:bin:bpeajo:v:49:y:2019:i:2018-01:p:1-87 is not listed on IDEAS
    38. Martha J. Bailey, 2006. "More Power to the Pill: The Impact of Contraceptive Freedom on Women's Life Cycle Labor Supply," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 121(1), pages 289-320.
    39. Tomáš Sobotka & Vegard Skirbekk & Dimiter Philipov, 2011. "Economic Recession and Fertility in the Developed World," Population and Development Review, The Population Council, Inc., vol. 37(2), pages 267-306, June.
    40. Osea Giuntella & Yi Lu & Tianyi Wang, 2022. "How do Workers and Households Adjust to Robots? Evidence from China," NBER Working Papers 30707, National Bureau of Economic Research, Inc.
    41. Shelly Lundberg & Robert A. Pollak, 1996. "Bargaining and Distribution in Marriage," Journal of Economic Perspectives, American Economic Association, vol. 10(4), pages 139-158, Fall.
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