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Digital Economy Development, Environmental Regulation, and Green Technology Innovation in Manufacturing

Author

Listed:
  • Ku Liang

    (School of Business Administration, Northeastern University, Shenyang 110001, China)

  • Yujie Hu

    (Institute of Agricultural Economics and Development, Chinese Academy of Agricultural Sciences (CAAS), Beijing 100081, China)

Abstract

The development of the digital economy has become a significant driving force for the innovation of green technology in the manufacturing sectors. Green technology innovation in the manufacturing sectors is not only a key engine for realizing economic green transformation and achieving the goal of achieving peak carbon emissions by 2030 and carbon neutrality by 2060, but also an important path for cultivating new quality productivity. Based on Schumpeter’s endogenous growth theory, in this study, we constructed an analytical model with a unified framework of digital economic development and environmental regulation, systematically explored the mechanism of digital economic development with respect to green technological innovation in the manufacturing sectors and the moderating effect of environmental regulation, and carried out empirical research based on panel data at the provincial level and the level of the subdivided manufacturing sectors in China. We found that the development of the digital economy promotes green technology innovation in the manufacturing industry. However, according to the theory of increasing marginal information costs, it shows a significant nonlinear relationship. Absorptive capacity is the key means of support that manufacturing enterprises can leverage to improve their level of green technological innovation. Environmental regulation plays a crucial role in guiding green technological innovation in the manufacturing sectors. A further heterogeneity analysis showed that the development of the digital economy exerts a stronger positive impact on green technological innovation in cleaner-production-oriented manufacturing sectors and those located in regions with more advanced financial regions and in technology-intensive industries. This study provides theoretical support for understanding the driving mechanisms of green technological innovation in the manufacturing sector against the backdrop of the digital economy, offering practical implications for optimizing environmental regulation policies and enhancing the level of green development in manufacturing.

Suggested Citation

  • Ku Liang & Yujie Hu, 2025. "Digital Economy Development, Environmental Regulation, and Green Technology Innovation in Manufacturing," Sustainability, MDPI, vol. 17(17), pages 1-31, September.
    • Handle: RePEc:gam:jsusta:v:17:y:2025:i:17:p:7955-:d:1741662
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    1. Boqiang Lin & Yongjing Xie, 2024. "Impacts of digital transformation on corporate green technology innovation: Do board characteristics play a role?," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 31(3), pages 1741-1755, May.
    2. Nicholas Bloom & Charles I. Jones & John Van Reenen & Michael Webb, 2020. "Are Ideas Getting Harder to Find?," American Economic Review, American Economic Association, vol. 110(4), pages 1104-1144, April.
    3. Hansen, Bruce E., 1999. "Threshold effects in non-dynamic panels: Estimation, testing, and inference," Journal of Econometrics, Elsevier, vol. 93(2), pages 345-368, December.
    4. Xiang-Fei Ma & Ru Zhang & Yi-Fan Ruan, 2023. "How to Evaluate the Level of Green Development Based on Entropy Weight TOPSIS: Evidence from China," IJERPH, MDPI, vol. 20(3), pages 1-15, January.
    5. Wang, Xin & Ma, Chaoqun & Yao, Zheng, 2024. "The double-edged sword effect of digital capability on green innovation: Evidence from Chinese listed industrial firms," Economic Analysis and Policy, Elsevier, vol. 82(C), pages 321-339.
    6. Arthur, W Brian, 1989. "Competing Technologies, Increasing Returns, and Lock-In by Historical Events," Economic Journal, Royal Economic Society, vol. 99(394), pages 116-131, March.
    7. Wang, Baoyi & Khan, Inayat & Ge, Chenlu & Naz, Huma, 2024. "Digital transformation of enterprises promotes green technology innovation – The regulated mediation model," Technological Forecasting and Social Change, Elsevier, vol. 209(C).
    8. Chenchen Wang & Yaobin Liu & Yongkun Wan & Sheng Hu & Haibo Xia, 2025. "How does the digital economy impact the green upgrading of manufacturing? Perspectives on technological innovation and resource allocation," Applied Economics, Taylor & Francis Journals, vol. 57(34), pages 5049-5064, July.
    9. Hsu, Ching-Chi & Ngo, Quang-Thanh & Chien, FengSheng & Li, Li & Mohsin, Muhammad, 2021. "Evaluating green innovation and performance of financial development: mediating concerns of environmental regulation," MPRA Paper 109671, University Library of Munich, Germany.
    10. William Ocasio, 1997. "Towards An Attention‐Based View Of The Firm," Strategic Management Journal, Wiley Blackwell, vol. 18(S1), pages 187-206, July.
    11. Santoalha, Artur & Consoli, Davide & Castellacci, Fulvio, 2021. "Digital skills, relatedness and green diversification: A study of European regions," Research Policy, Elsevier, vol. 50(9).
    12. Rongrong Liu & Jinbo Jiang & Yun Long, 2025. "How does the digital economy affect green innovation efficiency: evidence from China," Journal of Environmental Planning and Management, Taylor & Francis Journals, vol. 68(7), pages 1514-1540, June.
    13. Lee, Min-Jae & Kim, Yanghee & Roh, Taewoo, 2024. "Exploring the role of digital servitization for green innovation: Absorptive capacity, transformative capacity, and environmental strategy," Technological Forecasting and Social Change, Elsevier, vol. 207(C).
    14. Katz, Michael L & Shapiro, Carl, 1985. "Network Externalities, Competition, and Compatibility," American Economic Review, American Economic Association, vol. 75(3), pages 424-440, June.
    15. Irfan, Muhammad & Razzaq, Asif & Sharif, Arshian & Yang, Xiaodong, 2022. "Influence mechanism between green finance and green innovation: Exploring regional policy intervention effects in China," Technological Forecasting and Social Change, Elsevier, vol. 182(C).
    16. Ferreira, João J.M. & Fernandes, Cristina I. & Ferreira, Fernando A.F., 2020. "Technology transfer, climate change mitigation, and environmental patent impact on sustainability and economic growth: A comparison of European countries," Technological Forecasting and Social Change, Elsevier, vol. 150(C).
    17. Yang Chen & Guiyao Tang & Jiafei Jin & Ji Li & Pascal Paillé, 2015. "Linking Market Orientation and Environmental Performance: The Influence of Environmental Strategy, Employee’s Environmental Involvement, and Environmental Product Quality," Journal of Business Ethics, Springer, vol. 127(2), pages 479-500, March.
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