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Global Value Chains, Digital Economy, and Upgrading of China’s Manufacturing Industry

Author

Listed:
  • Wenqi Li

    (College of Humanities, Arts and Social Sciences, Nanyang Technological University, Singapore 639798, Singapore)

  • Qi Li

    (School of Economics and Management, Qingdao University of Science and Technology, Qingdao 266061, China
    These authors contributed equally to this work.)

  • Ming Chen

    (School of Economics and Management, Qingdao University of Science and Technology, Qingdao 266061, China
    These authors contributed equally to this work.)

  • Yutong Su

    (School of Economics and Management, Qingdao University of Science and Technology, Qingdao 266061, China
    These authors contributed equally to this work.)

  • Jianhua Zhu

    (School of Economics and Management, Qingdao University of Science and Technology, Qingdao 266061, China)

Abstract

This study utilized panel data from 31 provinces in China from 2006 to 2020 to investigate the impact of the digital economy on the upgrading of the manufacturing industry’s global value chain. Two types of spatial weighting matrices were used to construct SAR, SEM, SAC, and SDM models. The results revealed that technological innovation plays a direct mediating role in the upgrading of the manufacturing industry, and the global value chain has a positive regulatory effect on the relationship between the digital economy and the manufacturing industry’s upgrading. Under the economic distance spatial weighting matrix, the spatial spillover effect of the digital economy on the manufacturing industry’s global value chain is not significant, whereas, under the geographic distance spatial weighting matrix, the digital economy has a positive and significant spatial spillover effect. The SDM model showed the best explanatory effect. This implies that geographic spatial dependence has a significant impact on the upgrading of the manufacturing industry’s industrial structure, and it is positively influenced by nearby provinces. Understanding the impact mechanism and spatial spillover effects of the digital economy on the manufacturing industry’s upgrading can help promote efficient, fair, and balanced regional development. It can also aid in constructing a new domestic and international “dual circulation” development pattern that evolves with the global manufacturing value chain, sharing the dividends of the digital economy’s impact on the global value chain’s development.

Suggested Citation

  • Wenqi Li & Qi Li & Ming Chen & Yutong Su & Jianhua Zhu, 2023. "Global Value Chains, Digital Economy, and Upgrading of China’s Manufacturing Industry," Sustainability, MDPI, vol. 15(10), pages 1-25, May.
    • Handle: RePEc:gam:jsusta:v:15:y:2023:i:10:p:8003-:d:1146800
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    References listed on IDEAS

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    1. Song, Yiru & Yu, Chunjiao & Hao, Lulu & Chen, Xi, 2021. "Path for China's high-tech industry to participate in the reconstruction of global value chains," Technology in Society, Elsevier, vol. 65(C).
    2. Rongrong Zhou & Decai Tang & Dan Da & Wenya Chen & Lin Kong & Valentina Boamah, 2022. "Research on China’s Manufacturing Industry Moving towards the Middle and High-End of the GVC Driven by Digital Economy," Sustainability, MDPI, vol. 14(13), pages 1-30, June.
    3. Hongda Liu & Haifeng Zhao, 2022. "Upgrading models, evolutionary mechanisms and vertical cases of service-oriented manufacturing in SVC leading enterprises: Product-development and service-innovation for industry 4.0," Palgrave Communications, Palgrave Macmillan, vol. 9(1), pages 1-24, December.
    4. Chun-Liang Chen, 2019. "Value Creation by SMEs Participating in Global Value Chains under Industry 4.0 Trend: Case Study of Textile Industry in Taiwan," Journal of Global Information Technology Management, Taylor & Francis Journals, vol. 22(2), pages 120-145, April.
    5. Liena Kano & Eric W. K. Tsang & Henry Wai-chung Yeung, 2020. "Global value chains: A review of the multi-disciplinary literature," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 51(4), pages 577-622, June.
    6. Jinqi Su & Ke Su & Shubin Wang, 2021. "Does the Digital Economy Promote Industrial Structural Upgrading?—A Test of Mediating Effects Based on Heterogeneous Technological Innovation," Sustainability, MDPI, vol. 13(18), pages 1-24, September.
    7. Marzucchi, Alberto & Montresor, Sandro, 2017. "Forms of knowledge and eco-innovation modes: Evidence from Spanish manufacturing firms," Ecological Economics, Elsevier, vol. 131(C), pages 208-221.
    8. Liu, Jun & Chang, Huihong & Forrest, Jeffrey Yi-Lin & Yang, Baohua, 2020. "Influence of artificial intelligence on technological innovation: Evidence from the panel data of china's manufacturing sectors," Technological Forecasting and Social Change, Elsevier, vol. 158(C).
    9. Li, Meng & Gao, Yuning & Meng, Bo & Meng, Jing, 2023. "Tracing embodied energy use through global value chains: Channel decomposition and analysis of influential factors," Ecological Economics, Elsevier, vol. 208(C).
    10. Huang, Yongming & Zhang, Yanan, 2023. "Digitalization, positioning in global value chain and carbon emissions embodied in exports: Evidence from global manufacturing production-based emissions," Ecological Economics, Elsevier, vol. 205(C).
    11. Keping Men & Hui Sun & Minglong Kou, 2022. "Global Value Chains and Spatial Spillovers of Economic Growth—Based on the Perspective of Participation and Status Index in Global Value Chain," Sustainability, MDPI, vol. 14(23), pages 1-18, November.
    12. Gary Gereffi & Hyun-Chin Lim & Joonkoo Lee, 2021. "Trade policies, firm strategies, and adaptive reconfigurations of global value chains," Journal of International Business Policy, Palgrave Macmillan, vol. 4(4), pages 506-522, December.
    13. Lin, Yong & Chen, Anlan & Yin, Yanhai & Li, Qing & Zhu, Qiaoni & Luo, Jing, 2021. "A framework for sustainable management of the platform service supply chain: An empirical study of the logistics sector in China," International Journal of Production Economics, Elsevier, vol. 235(C).
    14. Ying Chen & Yabin Zhang, 2023. "Services Development, Technological Innovation, and the Embedded Location of the Agricultural Global Value Chain," Sustainability, MDPI, vol. 15(3), pages 1-14, February.
    15. Apergis, Nicholas & Eleftheriou, Sofia & Payne, James E., 2013. "The relationship between international financial reporting standards, carbon emissions, and R&D expenditures: Evidence from European manufacturing firms," Ecological Economics, Elsevier, vol. 88(C), pages 57-66.
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