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Exploring the Mechanisms and Pathways Through Which the Digital Transformation of Manufacturing Enterprises Enhances Green and Low-Carbon Performance Under the “Dual Carbon” Goals

Author

Listed:
  • Jun Liu

    (School of Economics and Management, Northwest University, Xi’an 710127, China)

  • Peng Zhang

    (School of Economics and Management, Xi’an Aeronautical Institute, Xi’an 710077, China)

  • Xiaofei Wang

    (School of Management, Xi’an University of Architecture and Technology, Xi’an 710055, China)

Abstract

The coordinated development of digitalization and greening is essential for economic transformation and upgrading, especially given the pressing global carbon emission challenges. China’s commitment to achieving “dual carbon” goals highlights the need for sustainable solutions, particularly in the manufacturing sector, which is a significant source of energy consumption and emissions; carbon emissions account for more than 30%. Integrating advanced digital technologies with manufacturing is critical for reducing carbon and sustainable growth. According to the research results, more than 70% of scholars believe that digital transformation boosts green innovation and low-carbon development, but the mechanisms still need to be clarified, slowing transformation efforts and reducing efficiency. Taking the intellectualization and green low-carbon development of manufacturing enterprises as latent variables, and taking the nine paths obtained by scholars’ research results and investigation interviews to promote green low-carbon performance as observation variables, this paper constructs a structural equation model and deeply explores the mechanism and paths of the intellectualization transformation of manufacturing enterprises affecting carbon reduction, emission reduction and sustainable development of enterprises. The research results show that the digital intelligent transformation of manufacturing enterprises affects the green and low-carbon performance improvement and sustainable development of enterprises through technological innovation, industrial structure transformation and upgrading, and reshaping resource allocation. These strategies lower energy use and emissions, strengthen sustainability, and improve green performance. The findings offer theoretical and practical insights, providing a roadmap for efficient digital transformation in manufacturing to achieve the “dual carbon” goals and support sustainable development.

Suggested Citation

  • Jun Liu & Peng Zhang & Xiaofei Wang, 2025. "Exploring the Mechanisms and Pathways Through Which the Digital Transformation of Manufacturing Enterprises Enhances Green and Low-Carbon Performance Under the “Dual Carbon” Goals," Sustainability, MDPI, vol. 17(3), pages 1-25, January.
  • Handle: RePEc:gam:jsusta:v:17:y:2025:i:3:p:1162-:d:1581237
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    References listed on IDEAS

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    1. Armin Schmutzler, 2001. "Environmental Regulations and Managerial Myopia," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 18(1), pages 87-100, January.
    2. Marit E. Klemetsen & Brita Bye & Arvid Raknerud, 2018. "Can Direct Regulations Spur Innovations in Environmental Technologies? A Study on Firm‐Level Patenting," Scandinavian Journal of Economics, Wiley Blackwell, vol. 120(2), pages 338-371, April.
    3. David Gligor & Mary Holcomb & Michael J. Maloni & Elizabeth Davis‐Sramek, 2019. "Achieving Financial Performance in Uncertain Times: Leveraging Supply Chain Agility," Transportation Journal, John Wiley & Sons, vol. 58(4), pages 247-279, October.
    4. Gray, Wayne B. & Deily, Mary E., 1996. "Compliance and Enforcement: Air Pollution Regulation in the U.S. Steel Industry," Journal of Environmental Economics and Management, Elsevier, vol. 31(1), pages 96-111, July.
    5. Huang, Chenchen & Lin, Boqiang, 2024. "Digital economy solutions towards carbon neutrality: The critical role of energy efficiency and energy structure transformation," Energy, Elsevier, vol. 306(C).
    6. Long Xue & Qianyu Zhang & Xuemang Zhang & Chengyu Li, 2022. "Can Digital Transformation Promote Green Technology Innovation?," Sustainability, MDPI, vol. 14(12), pages 1-20, June.
    7. Guandalini, Ilaria, 2022. "Sustainability through digital transformation: A systematic literature review for research guidance," Journal of Business Research, Elsevier, vol. 148(C), pages 456-471.
    8. Xiaoke Zhao & Xuhui Ding & Liang Li, 2021. "Research on Environmental Regulation, Technological Innovation and Green Transformation of Manufacturing Industry in the Yangtze River Economic Belt," Sustainability, MDPI, vol. 13(18), pages 1-15, September.
    9. Daron Acemoglu & Pascual Restrepo, 2020. "Robots and Jobs: Evidence from US Labor Markets," Journal of Political Economy, University of Chicago Press, vol. 128(6), pages 2188-2244.
    10. Severin Borenstein & James Bushnell & Frank A. Wolak & Matthew Zaragoza-Watkins, 2019. "Expecting the Unexpected: Emissions Uncertainty and Environmental Market Design," American Economic Review, American Economic Association, vol. 109(11), pages 3953-3977, November.
    11. Lisi Tan & Zhuodong Yang & Muhammad Irfan & Chante Jian Ding & Mingjun Hu & Jin Hu, 2024. "Toward low‐carbon sustainable development: Exploring the impact of digital economy development and industrial restructuring," Business Strategy and the Environment, Wiley Blackwell, vol. 33(3), pages 2159-2172, March.
    12. Gollop, Frank M & Roberts, Mark J, 1983. "Environmental Regulations and Productivity Growth: The Case of Fossil-Fueled Electric Power Generation," Journal of Political Economy, University of Chicago Press, vol. 91(4), pages 654-674, August.
    13. Birger Wernerfelt, 1984. "A resource‐based view of the firm," Strategic Management Journal, Wiley Blackwell, vol. 5(2), pages 171-180, April.
    14. Sainan Cheng & Guohua Qu, 2023. "Research on the Effect of Digital Economy on Carbon Emissions under the Background of “Double Carbon”," IJERPH, MDPI, vol. 20(6), pages 1-27, March.
    15. Sayantan Khanra & Puneet Kaur & Rojers P Joseph & Ashish Malik & Amandeep Dhir, 2022. "A resource‐based view of green innovation as a strategic firm resource: Present status and future directions," Business Strategy and the Environment, Wiley Blackwell, vol. 31(4), pages 1395-1413, May.
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