IDEAS home Printed from https://ideas.repec.org/a/eee/finana/v101y2025ics1057521925000973.html
   My bibliography  Save this article

Exploring the driving effect of the digital economy on rural labor force's occupational transformation: Based on analysis of CFPS panel data

Author

Listed:
  • Liu, Jintao
  • Wang, Xiuhai

Abstract

This paper examines the influence of digital economy advancement on the occupational mobility of the rural workforce, utilizing microdata sourced from the China Family Panel Studies (CFPS) conducted in 2016, 2018, and 2020. Our findings reveal that the progression of the digital economy notably enhances the occupational mobility of rural laborers. Moreover, by employing the instrumental variable technique to tackle potential endogeneity concerns, we affirm the robustness of our conclusion. Mechanism tests further elucidate that, although the technological effect tends to diminish the facilitating influence of the digital economy on rural workers' occupational mobility, the digital economy, via a preference effect, significantly motivates rural workers to make decisions regarding occupational mobility, thereby overcoming mobility constraints stemming from risk aversion. Furthermore, the digital economy significantly fosters the transition of rural workers towards managerial, skilled, and service-oriented professions, while exerting a detrimental effect on employment oriented towards production.

Suggested Citation

  • Liu, Jintao & Wang, Xiuhai, 2025. "Exploring the driving effect of the digital economy on rural labor force's occupational transformation: Based on analysis of CFPS panel data," International Review of Financial Analysis, Elsevier, vol. 101(C).
  • Handle: RePEc:eee:finana:v:101:y:2025:i:c:s1057521925000973
    DOI: 10.1016/j.irfa.2025.104010
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1057521925000973
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.irfa.2025.104010?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Pengpeng Yue & Aslihan Gizem Korkmaz & Zhichao Yin & Haigang Zhou, 2022. "The rise of digital finance: Financial inclusion or debt trap," Papers 2201.09221, arXiv.org.
    2. Liang, Peng & Liang, Lin & Tang, Xinhui, 2024. "The impact of digital-oriented mergers and acquisitions on enterprise labor demand," International Review of Financial Analysis, Elsevier, vol. 96(PB).
    3. Niu, Geng & Jin, XiaoShu & Wang, Qi & Zhou, Yang, 2022. "Broadband infrastructure and digital financial inclusion in rural China," China Economic Review, Elsevier, vol. 76(C).
    4. Zhaoliang Li & Minghao Jin & Jianwei Cheng, 2021. "Economic growth of green agriculture and its influencing factors in china: Based on emergy theory and spatial econometric model," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(10), pages 15494-15512, October.
    5. Tang, Le & Sun, Shiyu, 2022. "Fiscal incentives, financial support for agriculture, and urban-rural inequality," International Review of Financial Analysis, Elsevier, vol. 80(C).
    6. Shao, KaiChao & Ma, Ruixue & Kamber, Joseph, 2023. "An in-depth analysis of the entrepreneurship of rural Chinese mothers and the digital inclusive finance," Telecommunications Policy, Elsevier, vol. 47(7).
    7. Lian, Xu & Mu, Yueying & Zhang, Wenyu, 2023. "Digital inclusive financial services and rural income: Evidence from China's major grain-producing regions," Finance Research Letters, Elsevier, vol. 53(C).
    8. Ye, Xiang & Yue, Pengpeng, 2024. "What matters to reshaping consumption patterns in China? Digital inclusion and supply chain," Finance Research Letters, Elsevier, vol. 59(C).
    9. Yue, Pengpeng & Korkmaz, Aslihan Gizem & Yin, Zhichao & Zhou, Haigang, 2022. "The rise of digital finance: Financial inclusion or debt trap?," Finance Research Letters, Elsevier, vol. 47(PA).
    10. Hua Guo & Fan Gu & Yanling Peng & Xin Deng & Lili Guo, 2022. "Does Digital Inclusive Finance Effectively Promote Agricultural Green Development?—A Case Study of China," IJERPH, MDPI, vol. 19(12), pages 1-17, June.
    11. Xu, Dandan & Guo, Dongli & Yue, Pengpeng & Li, Mengshi, 2024. "Household green consumption: Does digital inclusion matter?," International Review of Financial Analysis, Elsevier, vol. 91(C).
    12. Zhou, Linjiang & Shi, Xiaochuan & Bao, Yaxiong & Gao, Lihua & Ma, Chao, 2023. "Explainable artificial intelligence for digital finance and consumption upgrading," Finance Research Letters, Elsevier, vol. 58(PC).
    13. Zhang, Dongyang & Bai, Dingchuan & Wang, Cao & He, Yurun, 2024. "Distribution dynamics and quantile dynamic convergence of the digital economy: Prefecture-level evidence in China," International Review of Financial Analysis, Elsevier, vol. 95(PA).
    14. Tian, Guangning & Li, Bo & Cheng, Yue, 2022. "Does digital transformation matter for corporate risk-taking?," Finance Research Letters, Elsevier, vol. 49(C).
    15. Hao, Jing & Peng, Mengzu & He, Wenjia, 2023. "Digital finance development and bank liquidity creation," International Review of Financial Analysis, Elsevier, vol. 90(C).
    16. Wu, Bangzheng & Yang, Weiguo, 2022. "Empirical test of the impact of the digital economy on China's employment structure," Finance Research Letters, Elsevier, vol. 49(C).
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Ding, Qiaoying & He, Wensheng & Deng, Yanfang, 2025. "Can tax reduction incentive policy promote corporate digital and intelligent transformation?," International Review of Financial Analysis, Elsevier, vol. 99(C).
    2. Zhang, Qixin & Xiang, Zhiqiang & Xiang, Zhiguo, 2025. "New media supervision, digital transformation, and corporate green investment," Finance Research Letters, Elsevier, vol. 76(C).
    3. Li, Yuantian & Xu, Haoyu & Li, Huiru & Xu, Yingming, 2025. "Digital economy, environmental regulations, and green economic development," Finance Research Letters, Elsevier, vol. 75(C).
    4. Zhang, Yujin & Ye, Shujun & Liu, Jie & Zhang, Lulu & Li, Jiayi, 2025. "Can digital transformation of commercial banks reduce green credit risks?," International Review of Financial Analysis, Elsevier, vol. 99(C).
    5. Xing, Manjiang & Gong, Chi & Moon, Gyu-Hyen & Ge, Xiaohong, 2025. "Digital economy, dual innovation capability and enterprise labor productivity," International Review of Financial Analysis, Elsevier, vol. 101(C).
    6. Liu, Yuanyuan & Liu, Qianqian & Wei, Yanqiu, 2025. "Digital finance, internal control, and audit quality," Finance Research Letters, Elsevier, vol. 76(C).
    7. Wang, Wei & Cao, QiangYuan & Li, Zhouyang & Zhu, JinYing, 2025. "Digital transformation and corporate environmental performance," Finance Research Letters, Elsevier, vol. 76(C).
    8. Li, Haibo & Xiao, Biyun, 2025. "Strengthening provincial export resilience through the digital economy: Analysis of impacts, global value chain integration, and regional disparities in China," Finance Research Letters, Elsevier, vol. 76(C).
    9. Liu, Dongming & Tu, Yongqian & Chen, Zhangzhang & Zheng, Yinglong, 2025. "Analysis of the synergistic effect of digital financial inclusion and social security on crime governance based on regional differences," International Review of Economics & Finance, Elsevier, vol. 98(C).
    10. Hu, Siyang & Liu, Dongyang, 2025. "Digital economy, financial literacy, and financial risk-taking in rural households," International Review of Economics & Finance, Elsevier, vol. 98(C).
    11. Chen, Keren & Zhao, Shenghan & Jiang, Gaozhe & He, Yafeng & Li, Hui, 2025. "The green innovation effect of the digital economy," International Review of Economics & Finance, Elsevier, vol. 99(C).
    12. Liang, Guibao & Xia, Qiao & Zhang, Lijie, 2025. "Nonlinear influence of digital finance on green economic efficiency," International Review of Financial Analysis, Elsevier, vol. 101(C).
    13. Li, Xiaoqi & Zhu, Siyi, 2025. "How digital transformation can affect corporate technology innovation: The role of income gap," Finance Research Letters, Elsevier, vol. 75(C).
    14. Song, Yi & Zhang, Rui & Hao, Yuqing, 2025. "Digital economy, labor force transfer, and high-quality agricultural development," Finance Research Letters, Elsevier, vol. 74(C).
    15. Zhou, Ling & Li, Yang, 2025. "Commercial credit supply in the digital economy era: Impact mechanisms and differences in property rights," International Review of Financial Analysis, Elsevier, vol. 99(C).
    16. Li, Yunxian & Li, Fen, 2025. "Digital economy, the income gap, and regional crime rates in China," Finance Research Letters, Elsevier, vol. 75(C).
    17. Li, Fan, 2025. "Pledge of controlling shareholder's equity, digital transformation, and green innovation," Finance Research Letters, Elsevier, vol. 76(C).
    18. Jie, Honglan & Gooi, Leong Mow & Lou, Yanchun, 2025. "Digital maturity, dynamic capabilities and innovation performance in high-tech SMEs," International Review of Economics & Finance, Elsevier, vol. 99(C).
    19. Liu, Meihan & Zhao, Jingjie & Liu, Hongtao, 2025. "Digital transformation, employee and executive compensation, and sustained green innovation," International Review of Financial Analysis, Elsevier, vol. 97(C).
    20. Peng, Yan & Jin, Hao, 2025. "Effects of information and technology application in audits and digital economy on enterprise risk management level," Finance Research Letters, Elsevier, vol. 73(C).

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:finana:v:101:y:2025:i:c:s1057521925000973. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/620166 .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.