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Cooperative Impact of the Digital Sector, Eco-Friendly Policies, and Sophisticated Economic Development: A Study Drawing from China’s Practices

Author

Listed:
  • Xiaomei Li

    (College of Marxism, Chongqing Jiaotong University, 66 Xuefu Road Nan’an District, Chongqing 400074, China)

  • Huchuan Deng

    (College of Marxism, Southwest University, 2 Tiansheng Road Beibei District, Chongqing 400715, China)

  • Xuanrui Yu

    (School of Civil Engineering, Chongqing University of Science and Technology, Chongqing Shapingba District, Chongqing 401331, China)

  • Yang Yu

    (Centre for Infrastructural Engineering and Safety, School of Civil and Environmental Engineering, The University of New South Wales, Sydney, NSW 2052, Australia
    Multidisciplinary Center for Infrastructure Engineering, Shenyang University of Technology, Shenyang 110870, China)

Abstract

Amid the rapidly changing digital environment and the growing flow of information, the digital economy has become a significant driving force behind economic progress. At the same time, governments worldwide are increasingly prioritizing environmental protection and green development, making the challenge of harmonizing economic growth with environmental protection to achieve high-quality development, a critical issue. This study, using data from 285 prefecture-level cities in China, places the digital economy, environmental regulations, and high-quality economic development in the same framework to explore their interconnections. Furthermore, machine learning and the SHAP (Shapley Additive Explanations) model were employed to analyze the complex nonlinear effects and interactions between these factors, clarifying the significance of various parameters. The findings reveal significant regional differences in high-quality economic growth, digital industrialization, industrial digitization, digital governance, data valorization, and environmental regulations across China, with generally low overall levels. Digital governance, industrial digitization, and digital industrialization all contribute to high-quality economic development, with digital industrialization having the most significant impact. However, challenges such as data privacy concerns and inadequate governance can hinder the positive effects of data valorization on high-quality economic progress.

Suggested Citation

  • Xiaomei Li & Huchuan Deng & Xuanrui Yu & Yang Yu, 2024. "Cooperative Impact of the Digital Sector, Eco-Friendly Policies, and Sophisticated Economic Development: A Study Drawing from China’s Practices," Sustainability, MDPI, vol. 16(23), pages 1-26, November.
  • Handle: RePEc:gam:jsusta:v:16:y:2024:i:23:p:10525-:d:1533680
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    References listed on IDEAS

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    1. Xi Chen & Zhigang Chen, 2021. "Can China’s Environmental Regulations Effectively Reduce Pollution Emissions?," IJERPH, MDPI, vol. 18(9), pages 1-17, April.
    2. Stefan Ambec & Mark A. Cohen & Stewart Elgie & Paul Lanoie, 2013. "The Porter Hypothesis at 20: Can Environmental Regulation Enhance Innovation and Competitiveness?," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 7(1), pages 2-22, January.
    3. Ferjani, Ali, 2011. "Environmental Regulation and Productivity: A Data Envelopment Analysis for Swiss Dairy Farms," Agricultural Economics Review, Greek Association of Agricultural Economists, vol. 12(01).
    4. Muhammad Noman Shafique & Ammar Rashid & Sook Fern Yeo & Umar Adeel, 2023. "Transforming Supply Chains: Powering Circular Economy with Analytics, Integration and Flexibility Using Dual Theory and Deep Learning with PLS-SEM-ANN Analysis," Sustainability, MDPI, vol. 15(15), pages 1-23, August.
    5. Brunnermeier, Smita B. & Cohen, Mark A., 2003. "Determinants of environmental innovation in US manufacturing industries," Journal of Environmental Economics and Management, Elsevier, vol. 45(2), pages 278-293, March.
    6. Luo, Kang & Liu, Yaobin & Chen, Pei-Fen & Zeng, Mingli, 2022. "Assessing the impact of digital economy on green development efficiency in the Yangtze River Economic Belt," Energy Economics, Elsevier, vol. 112(C).
    7. I.V. Zimakova & A.N. Kalashnikov & S.I. Kretsu & A.V. Kurillo, 2019. "Factors and Conditions of Functioning and Development of Modern Regional Socio-Economic Systems," International Journal of Economics & Business Administration (IJEBA), International Journal of Economics & Business Administration (IJEBA), vol. 0(Special 1), pages 371-377.
    8. Fei-Fei Ye & Ying-Ming Wang, 2019. "The effects of two types of environmental regulations on economic efficiency: An analysis of Chinese industries," Energy & Environment, , vol. 30(5), pages 898-929, August.
    9. Tao Lin & Lijun Wang & Jingbo Wu, 2022. "Environmental Regulations, Green Technology Innovation, and High-Quality Economic Development in China: Application of Mediation and Threshold Effects," Sustainability, MDPI, vol. 14(11), pages 1-20, June.
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