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Digital Revolution and Employment Choice of Rural Labor Force: Evidence from the Perspective of Digital Skills

Author

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  • Xiumei Wang

    (School of Economics and Management, South China Agricultural University, Guangzhou 510642, China)

  • Yongjian Huang

    (School of Finance, Central University of Finance and Economics, Beijing 102206, China)

  • Yingying Zhao

    (School of Economics, Beijing Technology and Business University, Beijing 102488, China)

  • Jingxuan Feng

    (School of International Business and Management, Beijing Technology and Business University, Beijing 100048, China)

Abstract

The practical implementation of the employment promotion effect of the digital economy is closely linked to rural laborers’ digital skills (DS). Therefore, this study uses the Mprobit model to empirically test the impact of DS on rural labor employment choices. The results show that: (1) the acquisition of DS by the rural labor force significantly increases the rate of off-farm employment and entrepreneurship but has no significant effect on farm employment, with work skills having the most significant positive impact on the rural labor force off-farm employment and online business skills having the most significant positive impact on rural labor force entrepreneurship. (2) The mechanism test reveals that DS influences the employment choices of the rural labor force by alleviating the information access constraint and financing constraints faced by rural labor. (3) Heterogeneity analysis shows that males and rural laborers in rich regions can benefit from entrepreneurship. In contrast, females and low-skilled and rural laborers in middle and poor regions can benefit more from off-farm employment. Our findings provide empirical evidence on effectively cultivating DS to increase the diversity of employment choices for the rural workforce and highlight the importance of improving DS.

Suggested Citation

  • Xiumei Wang & Yongjian Huang & Yingying Zhao & Jingxuan Feng, 2023. "Digital Revolution and Employment Choice of Rural Labor Force: Evidence from the Perspective of Digital Skills," Agriculture, MDPI, vol. 13(6), pages 1-19, June.
    • Handle: RePEc:gam:jagris:v:13:y:2023:i:6:p:1260-:d:1173669
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    1. Yang, Xiaolan & Huang, Yidong & Gao, Mei, 2022. "Can digital financial inclusion promote female entrepreneurship? Evidence and mechanisms," The North American Journal of Economics and Finance, Elsevier, vol. 63(C).
    2. Rosenzweig, Mark R. & Zhang, Junsen, 2013. "Economic growth, comparative advantage, and gender differences in schooling outcomes: Evidence from the birthweight differences of Chinese twins," Journal of Development Economics, Elsevier, vol. 104(C), pages 245-260.
    3. Qing Wang & Wenjing Xu & Yanghua Huang & Jidong Yang, 2022. "The Effect of Fast Internet on Employment: Evidence from a Large Broadband Expansion Program in China," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 30(3), pages 100-134, May.
    4. Van den Broeck, Goedele & Kilic, Talip, 2019. "Dynamics of off-farm employment in Sub-Saharan Africa: A gender perspective," World Development, Elsevier, vol. 119(C), pages 81-99.
    5. David H. Autor & David Dorn, 2013. "The Growth of Low-Skill Service Jobs and the Polarization of the US Labor Market," American Economic Review, American Economic Association, vol. 103(5), pages 1553-1597, August.
    6. 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.
    7. Stockinger, Bastian, 2019. "Broadband internet availability and establishments' employment growth in Germany : evidence from instrumental variables estimations," Journal for Labour Market Research, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 53(1), pages .7(1-23).
    8. Zhang, Xiaobo & Li, Guo, 2003. "Does guanxi matter to nonfarm employment?," Journal of Comparative Economics, Elsevier, vol. 31(2), pages 315-331, June.
    9. Peter Kuhn & Hani Mansour, 2014. "Is Internet Job Search Still Ineffective?," Economic Journal, Royal Economic Society, vol. 124(581), pages 1213-1233, December.
    10. Ma, Wanglin & Vatsa, Puneet & Zheng, Hongyun & Rahut, Dil Bahadur, 2022. "Nonfarm employment and consumption diversification in rural China," Economic Analysis and Policy, Elsevier, vol. 76(C), pages 582-598.
    11. Jonas Hjort & Jonas Poulsen, 2019. "The Arrival of Fast Internet and Employment in Africa," American Economic Review, American Economic Association, vol. 109(3), pages 1032-1079, March.
    12. Jianxiang Wan & Changteng Nie & Fan Zhang, 2021. "Does broadband infrastructure really affect consumption of rural households? – A quasi-natural experiment evidence from China," China Agricultural Economic Review, Emerald Group Publishing Limited, vol. 13(4), pages 832-850, August.
    13. Stockinger, Bastian, 2019. "Broadband internet availability and establishments' employment growth in Germany : evidence from instrumental variables estimations," Journal for Labour Market Research, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 53(1), pages 1-7.
    14. Takashi Kurosaki & Humayun Khan, 2006. "Human Capital, Productivity, and Stratification in Rural Pakistan," Review of Development Economics, Wiley Blackwell, vol. 10(1), pages 116-134, February.
    15. Yin, Zhichao & Gong, Xue & Guo, Peiyao & Wu, Tao, 2019. "What Drives Entrepreneurship in Digital Economy? Evidence from China," Economic Modelling, Elsevier, vol. 82(C), pages 66-73.
    16. Omri, Anis, 2020. "Formal versus informal entrepreneurship in emerging economies: The roles of governance and the financial sector," Journal of Business Research, Elsevier, vol. 108(C), pages 277-290.
    17. George W. Zuo, 2021. "Wired and Hired: Employment Effects of Subsidized Broadband Internet for Low-Income Americans," American Economic Journal: Economic Policy, American Economic Association, vol. 13(3), pages 447-482, August.
    18. repec:iab:iabjlr:v:53:i:1:p:art.7 is not listed on IDEAS
    19. Jianxiang Wan & Changteng Nie & Fan Zhang, 2021. "Does broadband infrastructure really affect consumption of rural households? – A quasi-natural experiment evidence from China," China Agricultural Economic Review, Emerald Group Publishing Limited, vol. 13(4), pages 832-850, August.
    20. Bastian Stockinger, 2019. "Broadband internet availability and establishments’ employment growth in Germany: evidence from instrumental variables estimations," Journal for Labour Market Research, Springer;Institute for Employment Research/ Institut für Arbeitsmarkt- und Berufsforschung (IAB), vol. 53(1), pages 1-23, December.
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    Cited by:

    1. Peng Zhao & Fangcheng Tang, 2024. "Digitalization’s Effect on Chinese Employment Mechanism Study," Sustainability, MDPI, vol. 16(4), pages 1-22, February.

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