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Sustainable youth employment quality management: The impact of robotization in China

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  • Fucheng Liang
  • Yi Liu

Abstract

Robotization has caused widespread concern about job losses, but few scholars have paid attention to changes in employment quality. This study provides supplementary evidences on the impact of robotization on youth employment quality and compares the effectiveness of various measures. Using data about individual employment and robot usage in China, this study finds that robotization reduces youth employment quality, especially for males and the middle-educated, aged 26 to 35, and in regions with insufficient workers. The substitution effect, skill preparation effect, and productivity effect play important roles in this process. Besides the common strategy of education, the mitigating capabilities of skill training has been demonstrated, but self-entrepreneurship has not. This study suggests that the exploration of various youth self-development measures, such as skill training, is warranted to improve employment quality.

Suggested Citation

  • Fucheng Liang & Yi Liu, 2024. "Sustainable youth employment quality management: The impact of robotization in China," PLOS ONE, Public Library of Science, vol. 19(4), pages 1-17, April.
  • Handle: RePEc:plo:pone00:0298081
    DOI: 10.1371/journal.pone.0298081
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    References listed on IDEAS

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    1. Gihleb, Rania & Giuntella, Osea & Stella, Luca & Wang, Tianyi, 2022. "Industrial robots, Workers’ safety, and health," Labour Economics, Elsevier, vol. 78(C).
    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. László Czaller & Rikard H. Eriksson & Balázs Lengyel, 2021. "Reducing automation risk through career mobility: Where and for whom?," Papers in Regional Science, Wiley Blackwell, vol. 100(6), pages 1545-1569, December.
    4. José‐Ignacio Antón & Enrique Fernández‐Macías & Rudolf Winter‐Ebmer, 2023. "Does robotization affect job quality? Evidence from European regional labor markets," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 62(3), pages 233-256, July.
    5. Claudia Goldin & Lawrence F. Katz, 2008. "Transitions: Career and Family Life Cycles of the Educational Elite," American Economic Review, American Economic Association, vol. 98(2), pages 363-369, May.
    6. Christian Gunadi & Hanbyul Ryu, 2021. "Does the rise of robotic technology make people healthier?," Health Economics, John Wiley & Sons, Ltd., vol. 30(9), pages 2047-2062, September.
    7. Cali,Massimiliano & Presidente,Giorgio, 2021. "Automation and Manufacturing Performance in a Developing Country," Policy Research Working Paper Series 9653, The World Bank.
    8. repec:nbr:nberch:14019 is not listed on IDEAS
    9. Daron Acemoglu & Pascual Restrepo, 2018. "Artificial Intelligence, Automation and Work," Boston University - Department of Economics - Working Papers Series dp-298, Boston University - Department of Economics.
    10. Janine Leschke & Andrew Watt, 2014. "Challenges in Constructing a Multi-dimensional European Job Quality Index," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 118(1), pages 1-31, August.
    11. Gruetzemacher, Ross & Paradice, David & Lee, Kang Bok, 2020. "Forecasting extreme labor displacement: A survey of AI practitioners," Technological Forecasting and Social Change, Elsevier, vol. 161(C).
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    Cited by:

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