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Digital economy, industrial structure advancement and human capital accumulation

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  • Shao, Bo
  • Wang, Hongqi

Abstract

Based on panel data from 297 prefecture-level cities in China from 2013 to 2023, this paper empirically examines the mechanism by which the digital economy influences human capital accumulation. The study finds that the digital economy significantly promotes the level of human capital accumulation. The mediating effect model reveals that the digital economy facilitates human capital accumulation by driving the upgrading of the industrial structure. Heterogeneity analysis indicates that the promotional effect of the digital economy on human capital accumulation in western China is significantly stronger than that in eastern and central regions. This research provides empirical evidence for the role of the digital economy in empowering human capital accumulation.

Suggested Citation

  • Shao, Bo & Wang, Hongqi, 2025. "Digital economy, industrial structure advancement and human capital accumulation," Finance Research Letters, Elsevier, vol. 83(C).
    • Handle: RePEc:eee:finlet:v:83:y:2025:i:c:s1544612325009857
    DOI: 10.1016/j.frl.2025.107727
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    References listed on IDEAS

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    1. Luo, Kang & Liu, Yaobin & Chen, Pei-Fen & Zeng, Mingli, 2022. "Assessing the impact of digital economy on green development efficiency in the Yangtze River Economic Belt," Energy Economics, Elsevier, vol. 112(C).
    2. Ren, Siyu & Hao, Yu & Xu, Lu & Wu, Haitao & Ba, Ning, 2021. "Digitalization and energy: How does internet development affect China's energy consumption?," Energy Economics, Elsevier, vol. 98(C).
    3. Xiao Wang & Jiaojiao Li & Jingming Shi & Jia Li & Jianxu Liu & Songsak Sriboonchitta, 2023. "Does China–Europe Railway Express Improve Green Total Factor Productivity in China?," Sustainability, MDPI, vol. 15(10), pages 1-18, May.
    4. Zhenlong Miao, 2021. "Digital economy value chain: concept, model structure, and mechanism," Applied Economics, Taylor & Francis Journals, vol. 53(37), pages 4342-4357, August.
    5. Hazwan Haini, 2021. "Examining the impact of ICT, human capital and carbon emissions: Evidence from the ASEAN economies," International Economics, CEPII research center, issue 166, pages 116-125.
    6. 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).
    7. Cheng, Yiran & Zhou, Xiaorui & Li, Yongjian, 2023. "The effect of digital transformation on real economy enterprises’ total factor productivity," International Review of Economics & Finance, Elsevier, vol. 85(C), pages 488-501.
    8. Guo, Bingnan & Wang, Yu & Zhang, Hao & Liang, Chunyan & Feng, Yu & Hu, Feng, 2023. "Impact of the digital economy on high-quality urban economic development: Evidence from Chinese cities," Economic Modelling, Elsevier, vol. 120(C).
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