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Research on the Mechanism of Intelligent Transformation of Enterprises Driven by Targeted Talent Introduction Policies: Taking New-Energy-Automobile Enterprises as an Example

Author

Listed:
  • Yawei Xue

    (The School of Management Engineering, Qingdao University of Technology, Qingdao 266520, China)

  • Yuchen Lu

    (The School of Management Engineering, Qingdao University of Technology, Qingdao 266520, China)

  • Chunqian Zhu

    (The School of Management Engineering, Qingdao University of Technology, Qingdao 266520, China)

Abstract

The strategic goal of high-quality national development depends on intelligent manufacturing, where introducing and cultivating high-end technical talent is crucial. Although prior research has linked talent policies to technological innovation, few studies have examined how targeted talent policies promote intelligent transformation in enterprises. Methods: Focusing on industry fit, this study uses new-energy-vehicle companies to represent advanced manufacturing. Drawing on targeted talent policies issued by major Chinese cities from 2016 to 2022, we employ a multi-period difference-in-differences model to assess how these policies attract high-skilled talent related to the new-energy automotive sector and drive intelligent investment and technological upgrading. Results: Our findings indicate that targeted talent policies significantly boost intelligent investment, which holds for robustness tests. Mechanism analyses reveal that these policies optimize firms’ human capital by increasing the share of highly educated and technical employees, thereby enhancing technological innovation, patent output, production quality, and efficiency. Conclusions: This research extends the capital–skill complementarity theory by highlighting the importance of specialized talent for intelligent transformation. The results offer data-driven insights for refining talent policies to support the intelligent development of the new-energy-automobile industry.

Suggested Citation

  • Yawei Xue & Yuchen Lu & Chunqian Zhu, 2025. "Research on the Mechanism of Intelligent Transformation of Enterprises Driven by Targeted Talent Introduction Policies: Taking New-Energy-Automobile Enterprises as an Example," Sustainability, MDPI, vol. 17(8), pages 1-24, April.
  • Handle: RePEc:gam:jsusta:v:17:y:2025:i:8:p:3562-:d:1635348
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    References listed on IDEAS

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    1. Jia, Chunchun & Zhou, Jiaming & He, Hongwen & Li, Jianwei & Wei, Zhongbao & Li, Kunang & Shi, Man, 2023. "A novel energy management strategy for hybrid electric bus with fuel cell health and battery thermal- and health-constrained awareness," Energy, Elsevier, vol. 271(C).
    2. Damian Clarke & Kathya Tapia-Schythe, 2021. "Implementing the panel event study," Stata Journal, StataCorp LP, vol. 21(4), pages 853-884, December.
    3. Acemoglu, Daron & Koster, Hans & Ozgen, Ceren, 2023. "Robots and Workers: Evidence from the Netherlands," CEPR Discussion Papers 17993, C.E.P.R. Discussion Papers.
    4. Jennifer Hunt, 2011. "Which Immigrants Are Most Innovative and Entrepreneurial? Distinctions by Entry Visa," Journal of Labor Economics, University of Chicago Press, vol. 29(3), pages 417-457.
    5. Ajay Agrawal & Joshua Gans & Avi Goldfarb, 2019. "The Economics of Artificial Intelligence: An Agenda," NBER Books, National Bureau of Economic Research, Inc, number agra-1, March.
    6. Abubakar, Ismaila Rimi & Aina, Yusuf Adedoyin, 2019. "The prospects and challenges of developing more inclusive, safe, resilient and sustainable cities in Nigeria," Land Use Policy, Elsevier, vol. 87(C).
    7. Damian Clarke & Kathya Tapia-Schythe, 2021. "Implementing the panel event study," Stata Journal, StataCorp LLC, vol. 21(4), pages 853-884, December.
    8. Joshua D. Angrist & Jörn-Steffen Pischke, 2009. "Mostly Harmless Econometrics: An Empiricist's Companion," Economics Books, Princeton University Press, edition 1, number 8769.
    9. Evan Starr & Justin Frake & Rajshree Agarwal, 2019. "Mobility Constraint Externalities," Organization Science, INFORMS, vol. 30(5), pages 961-980, September.
    10. Nicola Bianchi & Michela Giorcelli, 2022. "The Dynamics and Spillovers of Management Interventions: Evidence from the Training within Industry Program," Journal of Political Economy, University of Chicago Press, vol. 130(6), pages 1630-1675.
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