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Research on the Measurement and Enhancement Pathways of the Coupled and Coordinated Development of Digitalization and Greening in the Energy Industry

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  • Peng Zhang

    (School of Economics and Management, Xi Hang University, Xi’an 710077, China)

  • Jun Liu

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

  • Lihong Guo

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

  • Xiaofei Wang

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

Abstract

The convergence of intelligent computational innovations—exemplified by cognitive intelligence—into the real economy is fundamentally transforming traditional industries and driving high-quality development. As a cornerstone of national economic growth, the energy sector faces mounting pressure to meet demands for green, low-carbon, and sustainable development, particularly under “dual carbon” targets and tightening regulatory frameworks. This study examines how digital transformation in this sector facilitates or impedes carbon emission reduction and green growth. Focusing on five key energy subsectors, including coal mining and processing, a coupling coordination model assesses the interaction between digitalization and greening. Utilizing panel data spanning from 2014 to 2023, the study systematically evaluates the level of digital–green coordination across the sector. The results indicate notable inter-sectoral variation, alongside a consistent upward trend in the overall coupling coordination, reaching moderate to high levels. These findings offer critical strategic insights for policymakers and energy enterprises seeking to harmonize digital innovation with green transition goals. The empirical evidence underscores the potential of next-generation technologies to expedite intelligent system upgrades, embed green development practices, and enhance enterprise-level carbon reduction and sustainability performance.

Suggested Citation

  • Peng Zhang & Jun Liu & Lihong Guo & Xiaofei Wang, 2025. "Research on the Measurement and Enhancement Pathways of the Coupled and Coordinated Development of Digitalization and Greening in the Energy Industry," Sustainability, MDPI, vol. 17(13), pages 1-30, July.
    • Handle: RePEc:gam:jsusta:v:17:y:2025:i:13:p:6104-:d:1694113
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    References listed on IDEAS

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    1. Florin Mihai & Ofelia Ema Aleca & Andrei Stanciu & Mirela Gheorghe & Mirela Stan, 2022. "Digitalization—The Engine of Sustainability in the Energy Industry," Energies, MDPI, vol. 15(6), pages 1-17, March.
    2. A. Greening, Lorna & Greene, David L. & Difiglio, Carmen, 2000. "Energy efficiency and consumption -- the rebound effect -- a survey," Energy Policy, Elsevier, vol. 28(6-7), pages 389-401, June.
    3. Henryk Dzwigol & Aleksy Kwilinski & Oleksii Lyulyov & Tetyana Pimonenko, 2024. "Digitalization and Energy in Attaining Sustainable Development: Impact on Energy Consumption, Energy Structure, and Energy Intensity," Energies, MDPI, vol. 17(5), pages 1-17, March.
    4. Jinxiang Zang & Neilson Teruki & Sharon Yong Yee Ong & Yan Wang, 2025. "Can Enterprise Digitalization Promote Green Technological Innovation? Evidence from China’s Manufacturing Sector," Sustainability, MDPI, vol. 17(3), pages 1-18, February.
    5. Narula, Kapil & Sudhakara Reddy, B. & Pachauri, Shonali & Mahendra Dev, S., 2017. "Sustainable energy security for India: An assessment of the energy supply sub-system," Energy Policy, Elsevier, vol. 103(C), pages 127-144.
    6. Paola Campana & Riccardo Censi & Roberto Ruggieri & Carlo Amendola, 2025. "Smart Grids and Sustainability: The Impact of Digital Technologies on the Energy Transition," Energies, MDPI, vol. 18(9), pages 1-16, April.
    7. David J. Teece, 2007. "Explicating dynamic capabilities: the nature and microfoundations of (sustainable) enterprise performance," Strategic Management Journal, Wiley Blackwell, vol. 28(13), pages 1319-1350, December.
    8. Shujuan Li & Enyi Zhou & Peng Zhang & Yu Xia, 2022. "A Pollution Prevention Pathway Evaluation Methodology Based on Systematic Collaborative Control," Sustainability, MDPI, vol. 14(14), pages 1-19, July.
    9. Liu, Baoliu & Huang, Yujie & Chen, Mengmei & Lan, Zirui, 2024. "Towards sustainability: How does the digital-real integration affect regional green development efficiency?," Economic Analysis and Policy, Elsevier, vol. 83(C), pages 42-59.
    10. Lange, Steffen & Pohl, Johanna & Santarius, Tilman, 2020. "Digitalization and energy consumption. Does ICT reduce energy demand?," Ecological Economics, Elsevier, vol. 176(C).
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