IDEAS home Printed from https://ideas.repec.org/a/plo/pone00/0294783.html

Intelligent industry, energy regulation and ecological transformation—Taking equity financing as the moderating variable

Author

Listed:
  • Yunyi Wu

Abstract

With the panel data of 21 China’s industrial industries from 2008 to 2020, the relationship models between intelligent industry, energy regulation and ecological transformation are constructed and tested from two dimensions of resource saving and environmental friendliness, then equity financing is introduced into this model as moderating variable to discuss the moderating effects on the relationships between intelligent industry, energy regulation and ecological transformation. Results show that: ⑴China’s industrial industries significantly transformed to the resource-saving type, and the environment-friendly level stayed in a slow progression. ⑵Intelligent industry affected ecological transformation positively and significantly. The impact of energy regulation on ecological transformation was nonlinear. The regulation of energy consumption can significantly stimulate the transformation of resource saving, and restrain the transformation of environmental friendliness; the regulation of energy structure can significantly stimulate the transformation of environmental friendliness. ⑶ Equity financing can positively moderate the relationship between intelligent industry and ecological transformation, and it can also moderate the regulation of energy structure and promote the transformation to environmental friendliness, especially in the low consumption industries.

Suggested Citation

  • Yunyi Wu, 2024. "Intelligent industry, energy regulation and ecological transformation—Taking equity financing as the moderating variable," PLOS ONE, Public Library of Science, vol. 19(2), pages 1-18, February.
    • Handle: RePEc:plo:pone00:0294783
    DOI: 10.1371/journal.pone.0294783
    as

    Download full text from publisher

    File URL: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0294783
    Download Restriction: no
    File URL: https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0294783&type=printable
    Download Restriction: no
    File URL: https://libkey.io/10.1371/journal.pone.0294783?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Pablo-Romero, M. del P. & Gómez-Calero, M. de la P., 2013. "A translog production function for the Spanish provinces: Impact of the human and physical capital in economic growth," Economic Modelling, Elsevier, vol. 32(C), pages 77-87.
    2. D’Orazio, Paola & Valente, Marco, 2019. "The role of finance in environmental innovation diffusion: An evolutionary modeling approach," Journal of Economic Behavior & Organization, Elsevier, vol. 162(C), pages 417-439.
    3. Lin, Boqiang & Atsagli, Philip, 2017. "Inter-fuel substitution possibilities in South Africa: A translog production function approach," Energy, Elsevier, vol. 121(C), pages 822-831.
    4. Tadiwanashe Muganyi & Linnan Yan & Yingkai Yin & Huaping Sun & Xiangbin Gong & Farhad Taghizadeh-Hesary, 2022. "Fintech, regtech, and financial development: evidence from China," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 8(1), pages 1-20, December.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Shuhao Zhang & Xuetong Li & Daqian Shi, 2025. "How does digital finance affect energy consumption in China? Empirical evidence from China," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 27(5), pages 10719-10735, May.
    2. George, Ammu & Huang, Jingong & Nie, He & Xie, Taojun, 2025. "Can sustainability-linked lending reconcile environmental and financial motives?," International Review of Financial Analysis, Elsevier, vol. 104(PB).
    3. Ruzhi Xu & Tingting Guo & Huawei Zhao, 2022. "Research on the Path of Policy Financing Guarantee to Promote SMEs’ Green Technology Innovation," Mathematics, MDPI, vol. 10(4), pages 1-24, February.
    4. Zhang, Dengjun & Xie, Yifan, 2022. "Customer environmental concerns and profit margin: Evidence from manufacturing firms," Journal of Economics and Business, Elsevier, vol. 120(C).
    5. Chen, Xi & Ji, Fei & Kong, Dongmin & Tan, Zitong, 2025. "Fintech development and corporate hypocrisy: Evidence from social responsibility decoupling," Finance Research Letters, Elsevier, vol. 82(C).
    6. Christian Haas & Karol Kempa, 2023. "Low-Carbon Investment and Credit Rationing," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 86(1), pages 109-145, October.
    7. Huang, Yuhong & Gao, Yajia, 2024. "The impact of financial technology on employment: Protection or disruption?," International Review of Economics & Finance, Elsevier, vol. 96(PA).
    8. Wang, Haijun & Mao, Kunyuan & Wu, Wanting & Luo, Haohan, 2023. "Fintech inputs, non-performing loans risk reduction and bank performance improvement," International Review of Financial Analysis, Elsevier, vol. 90(C).
    9. Ge, Wenfeng & Yang, Xu & Yang, Xiaodong & Pan, Xu & Ran, Qiying, 2025. "How does Fintech drive corporate climate information risk disclosure? New evidence from China's A-share listed companies," International Review of Financial Analysis, Elsevier, vol. 103(C).
    10. Zha, Donglan & Kavuri, Anil Savio & Si, Songjian, 2018. "Energy-biased technical change in the Chinese industrial sector with CES production functions," Energy, Elsevier, vol. 148(C), pages 896-903.
    11. Ma, Yong & Chen, Diandian, 2025. "How green credit policies drive green innovation: evidence from a natural experiment in China," Journal of Economic Behavior & Organization, Elsevier, vol. 239(C).
    12. Liu, Weisheng & Lin, Boqiang, 2021. "Electrification of rails in China: Its impact on energy conservation and emission reduction," Energy, Elsevier, vol. 226(C).
    13. Wang, Anbang & He, Ke & Zhang, Junbiao & Zeng, Yangmei, 2021. "Green Production Technologies and Technical Efficiency of Rice Farmers in China: A Case Study of Straw-Derived Biochar," 2021 Conference, August 17-31, 2021, Virtual 315026, International Association of Agricultural Economists.
    14. Tian Yingying & Gooi Leong Mow & Kim Mee Chong, 2025. "Harnessing AI and technological innovation for financial development: the mediating effect of government effectiveness in G20 economies," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 12(1), pages 1-12, December.
    15. Xiao Yan Zhou & Ben Caldecott & Andreas G. F. Hoepner & Yao Wang, 2022. "Bank green lending and credit risk: an empirical analysis of China's Green Credit Policy," Business Strategy and the Environment, Wiley Blackwell, vol. 31(4), pages 1623-1640, May.
    16. Audi, Marc & Poulin, Marc & Ali, Amjad, 2023. "Determinants of Human Wellbeing and its Prospect Under the Role of Financial Inclusion in South Asian Countries," MPRA Paper 120119, University Library of Munich, Germany.
    17. Stephen Mago & Florah Sewela Modiba, 2024. "The Regulation and Inequality Nexus in Microfinance and Tourism Sectors," SAGE Open, , vol. 14(2), pages 21582440241, May.
    18. Laura Grassi & Simone Fantaccini, 2022. "An overview of Fintech applications to solve the puzzle of health care funding: state-of-the-art in medical crowdfunding," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 8(1), pages 1-27, December.
    19. Xu, Siyun & Zhang, Xuebin & Lee, Kyung-Jae, 2024. "Channelizing the importance of natural resources and renewable energy for financial development: Resources curse perspective for high growth countries," Resources Policy, Elsevier, vol. 89(C).
    20. Zhu, Xuehong & Zeng, Anqi & Zhong, Meirui & Huang, Jianbai, 2021. "Elasticity of substitution and biased technical change in the CES production function for China's metal-intensive industries," Resources Policy, Elsevier, vol. 73(C).

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:plo:pone00:0294783. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: plosone (email available below). General contact details of provider: https://journals.plos.org/plosone/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.