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Digital transformation and labor upgrading

Author

Listed:
  • Li, Wencong
  • Yang, Xingquan
  • Yin, Xingqiang

Abstract

Prior literature shows that digitalization can reduce transaction costs and improve operating efficiency. However, the success of enterprise digitalization heavily depends on a variety of complementary human capital and employee capabilities. We focus on whether and to what extent enterprise digitalization affects employee upgrading, and whether digitalization is more valuable in firms where digitalization matches with human capital. Our analysis measures employee upgrading using detailed employee-level data (i.e., experience and education) and matches these data to metrics on enterprise digitalization to determine whether a firm's digitalization facilitates employee upgrading. Using the data of A-share listed companies from two Chinese exchanges between 2007 and 2020, we find that firms that undergo digital transformation have a greater demand for more highly technologically skilled and highly educated employees but experience a decrease in the demand for production workers. We also find that digitalization helps firms to create new demand for more skilled and higher educated labor and the re-training of existing manufacturing workers. Furthermore, we find that firms that undergo digital transformation receive higher value benefits from their complementary relationship between enterprise digitalization and labor skills, indicating that digitalization can increase firm value through upgrading their employees' labor skills. These results shed light on the fact that firms aiming to digitally transform successfully not only need to have digital assets but also must develop or acquire human capabilities related to digital technologies.

Suggested Citation

  • Li, Wencong & Yang, Xingquan & Yin, Xingqiang, 2024. "Digital transformation and labor upgrading," Pacific-Basin Finance Journal, Elsevier, vol. 83(C).
  • Handle: RePEc:eee:pacfin:v:83:y:2024:i:c:s0927538x24000313
    DOI: 10.1016/j.pacfin.2024.102280
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    Citations

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    Cited by:

    1. Xiaoxia Zhai & Yongmin Luo, 2025. "Can Urban Internet Development Attract Labor Force? Evidence from Chinese Cities," Sustainability, MDPI, vol. 17(1), pages 1-16, January.
    2. Xiaofei Jia & Lichao Lin & Ziling Huang, 2025. "Transformative forces: how capital intensity and technological innovation shape digital evolution in Chinese enterprises," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 15(4), pages 1205-1224, December.
    3. Liu, Ethan Xin & Dang, Lily, 2025. "Digital transformation and debt financing cost: A threefold risk perspective," Journal of Financial Stability, Elsevier, vol. 76(C).
    4. Hamdi Becha & Afifa Ferhi & Maha Kalai & Kamel Helali, 2026. "Non-linearity Inflation-Growth relationship in Tunisia: application with threshold regression model," SN Business & Economics, Springer, vol. 6(3), pages 1-40, March.
    5. Yuqiong Zheng & Yue Peng & Wei Wang & Yunqiang Liu & Raymond Chiong, 2025. "Promotion or hindrance? Digital transformation of the supply chain and total factor productivity of midstream enterprises," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 12(1), pages 1-18, December.
    6. Xiang, Yunhua & Huang, Rong, 2025. "Social security contributions and firms’ human capital structure: Evidence from China," Structural Change and Economic Dynamics, Elsevier, vol. 75(C), pages 82-93.
    7. Cui, Zhuqing & Diwu, Simin, 2024. "Human capital upgrading and enterprise innovation efficiency," Finance Research Letters, Elsevier, vol. 65(C).
    8. Sarkar, Biswajit & Sao, Sreymouy & Ghosh, Santanu Kumar, 2025. "Smart production and photocatalytic ultraviolet (PUV) wastewater treatment effect on a textile supply chain management," International Journal of Production Economics, Elsevier, vol. 283(C).
    9. Yali Li & Gaobin Du & Yilun Lu, 2025. "Management incentives, governance, and digital transformation: effects on financial disclosure integrity," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 49(4), pages 1115-1145, December.
    10. Li, Xiaofan & Wang, Qiaochu & Kong, Dongmin & Tao, Yunqing, 2025. "Intelligent manufacturing and corporate human capital upgrade in China," Journal of Asian Economics, Elsevier, vol. 97(C).
    11. Xu, Fenghui & Hu, Hao, 2025. "Digital finance, labor productivity and manufacturing structural upgrading," Finance Research Letters, Elsevier, vol. 85(PB).
    12. Huang, Xinheng & Sun, Yapo, 2025. "Digital transformation, management characteristics and market competitiveness," Finance Research Letters, Elsevier, vol. 85(PC).
    13. Lin, Boqiang & Xu, Chongchong, 2024. "Enhancing energy-environmental performance through industrial intelligence: Insights from Chinese prefectural-level cities," Applied Energy, Elsevier, vol. 365(C).
    14. Mingtao Yan & Jianji Zhao & Mingyue Yan & Lianlian Wang & Shimeng Zhou & Minghao Zhang, 2025. "Coupling coordination relationship between high-quality economic development and carbon emission performance in China: degree measurement, spatio-temporal evolution, and driving factors," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 27(10), pages 24061-24081, October.
    15. Jiang, Wei & Gao, Chunxing, 2025. "The wave of government digitalization: How government digital procurement affects residents’ employment," Information Economics and Policy, Elsevier, vol. 71(C).
    16. Lu, Chao & Zhao, Yiwen & Xing, Kai & Liu, Jinxin, 2025. "Digital transformation and corporate fraud: Evidence from China," International Review of Financial Analysis, Elsevier, vol. 106(C).
    17. Qin, Shuyuan & Liu, Ziqi & Wang, Jie & Wu, Yongqiu, 2024. "The impact of digital transformation on labour demand quantity and structure: Evidence from China," Economic Analysis and Policy, Elsevier, vol. 84(C), pages 1452-1469.
    18. Cheng Ye & Xinyi Huang & Xiya Lin & Miraj Ahmed Bhuiyan, 2025. "Digital economy and financial development nexus: a global perspective," Economic Change and Restructuring, Springer, vol. 58(3), pages 1-38, June.
    19. Guo, Lu & Xiao, Fang, 2024. "Digital economy, aging of the labor force, and employment transformation of migrant workers: Evidence from China," Economic Analysis and Policy, Elsevier, vol. 84(C), pages 787-807.
    20. Xu, Chongchong & Du, Anna Min & Lin, Boqiang, 2025. "Robot adoption and corporate supply chain efficiency: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 94(C).
    21. Ni, Yunsong & Sun, Jiaqi, 2025. "Digital transformation and the development of servitized manufacturing in China: An asset specificity perspective," Finance Research Letters, Elsevier, vol. 85(PB).
    22. Qiao, Xiaole & He, Yang & Du, Qiang, 2025. "How does the urban digital economy drive labor allocation in China?—A perspective of factor mobility between digital and non-digital enterprises," Economic Analysis and Policy, Elsevier, vol. 85(C), pages 1159-1175.
    23. 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).

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    Keywords

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    JEL classification:

    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • G18 - Financial Economics - - General Financial Markets - - - Government Policy and Regulation
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill

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