IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v17y2025i3p854-d1573215.html

The Impact of Green Finance on Urban Carbon Emission Efficiency: Threshold Effects Based on the Stages of the Digital Economy in China

Author

Listed:
  • Zhaoxia Wu

    (School of Business, Xiangtan University, Xiangtan 411105, China)

  • Xi Xu

    (School of Business, Xiangtan University, Xiangtan 411105, China)

  • Mai He

    (School of Business, Xiangtan University, Xiangtan 411105, China)

Abstract

As one of the effective ways to achieve “carbon neutrality”, examining the impact of green finance (GF) on carbon emission efficiency (CE) is of great significance for promoting low-carbon development in China. Moreover, the digital economy is a key catalyst in achieving China’s “dual-carbon” targets, as its “greening” characteristic is considered instrumental in promoting urban low-carbon development. However, the effects of the digital economy (Dig) stage on GF on urban CE have not been sufficiently studied. Using panel data from 276 Chinese cities from 2011 to 2021 and constructing a theoretical model based on the Cobb–Douglas production function, this paper analyzes the impact of GF on urban CE. The empirical results indicate that (1) GF can improve CE, and the two have a positive U-shaped relationship, which is still valid after robustness tests. (2) The heterogeneity results indicate that the impact of GF on CE is more significant in non-resource-based cities, low-carbon pilot cities, and cities with higher financial development levels. (3) GF significantly improves urban CE by driving green technology innovation (Gti) and energy efficiency improvement (Eei). (4) The effects of GF on CE have a dual-threshold effect based on the Dig. When the Dig level is excessively high, the positive effect of GF on urban CE will be weakened.

Suggested Citation

  • Zhaoxia Wu & Xi Xu & Mai He, 2025. "The Impact of Green Finance on Urban Carbon Emission Efficiency: Threshold Effects Based on the Stages of the Digital Economy in China," Sustainability, MDPI, vol. 17(3), pages 1-30, January.
  • Handle: RePEc:gam:jsusta:v:17:y:2025:i:3:p:854-:d:1573215
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/17/3/854/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/17/3/854/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Yu, Chin-Hsien & Wu, Xiuqin & Zhang, Dayong & Chen, Shi & Zhao, Jinsong, 2021. "Demand for green finance: Resolving financing constraints on green innovation in China," Energy Policy, Elsevier, vol. 153(C).
    2. Jin, Yi & Gao, Xiaoyan & Wang, Min, 2021. "The financing efficiency of listed energy conservation and environmental protection firms: Evidence and implications for green finance in China," Energy Policy, Elsevier, vol. 153(C).
    3. Lee, Chien-Chiang & Wang, Chang-song & He, Zhiwen & Xing, Wen-wu & Wang, Keying, 2023. "How does green finance affect energy efficiency? The role of green technology innovation and energy structure," Renewable Energy, Elsevier, vol. 219(P1).
    4. Pang, Lidong & Zhu, Meng Nan & Yu, Haiyan, 2022. "Is green finance really a blessing for green technology and carbon efficiency?," Energy Economics, Elsevier, vol. 114(C).
    5. Song, Malin & Xie, Qianjiao & Shen, Zhiyang, 2021. "Impact of green credit on high-efficiency utilization of energy in China considering environmental constraints," Energy Policy, Elsevier, vol. 153(C).
    6. Xu, Le & Fan, Meiting & Yang, Lili & Shao, Shuai, 2021. "Heterogeneous green innovations and carbon emission performance: Evidence at China's city level," Energy Economics, Elsevier, vol. 99(C).
    7. Zhang, Zhenhua & Wang, Jing & Feng, Chao & Chen, Xi, 2023. "Do pilot zones for green finance reform and innovation promote energy savings? Evidence from China," Energy Economics, Elsevier, vol. 124(C).
    8. 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.
    9. Zhang, Dongyang & Mohsin, Muhammad & Taghizadeh-Hesary, Farhad, 2022. "Does green finance counteract the climate change mitigation: Asymmetric effect of renewable energy investment and R&D," Energy Economics, Elsevier, vol. 113(C).
    10. Wang, Jiaqi & Tian, Jiaxin & Kang, Yuxin & Guo, Kun, 2023. "Can green finance development abate carbon emissions: Evidence from China," International Review of Economics & Finance, Elsevier, vol. 88(C), pages 73-91.
    11. Zhang, Wei & Liu, Xuemeng & Zhao, Shikuan & Tang, Tian, 2024. "Does green finance agglomeration improve carbon emission performance in China? A perspective of spatial spillover," Applied Energy, Elsevier, vol. 358(C).
    12. Weicheng Wang & Qiaoyun Zhang & Fatih Ecer, 2022. "Does Green Finance Reform Promote Corporate Green Innovation? Evidence from a Quasi-Natural Experiment," Mathematical Problems in Engineering, Hindawi, vol. 2022, pages 1-12, November.
    13. Zhao, Xin & Benkraiem, Ramzi & Abedin, Mohammad Zoynul & Zhou, Silu, 2024. "The charm of green finance: Can green finance reduce corporate carbon emissions?," Energy Economics, Elsevier, vol. 134(C).
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Yongtong Hu & Jiaqi Xu & Tao Liu, 2025. "The Impact of Digitalization on Carbon Emission Efficiency: An Intrinsic Gaussian Process Regression Approach," Sustainability, MDPI, vol. 17(14), pages 1-25, July.

    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. Liu, Xiaoqian & Cifuentes-Faura, Javier & Wang, Chang'an & Wang, Long, 2025. "Can green finance policy reduce corporate carbon emissions? Evidence from a quasi-natural experiment in China," The British Accounting Review, Elsevier, vol. 57(5).
    2. Hou, Mengyang & Xie, Yalin & Lu, Weinan & Cui, Xuehua & Xi, Zenglei & Han, Yuxin, 2025. "Green finance drives the synergy of pollution control and carbon reduction in China: Dual perspective of effect and efficiency," Energy, Elsevier, vol. 330(C).
    3. Zhang, Wan & Zhang, Yuyao & Mou, Suitao, 2025. "Green finance development on corporate sustainability: Evidence from china," Finance Research Letters, Elsevier, vol. 82(C).
    4. Bai, Rui & Lin, Boqiang, 2023. "Nexus between green finance development and green technological innovation: A potential way to achieve the renewable energy transition," Renewable Energy, Elsevier, vol. 218(C).
    5. Zhang, Wei & Liu, Xuemeng & Zhao, Shikuan & Tang, Tian, 2024. "Does green finance agglomeration improve carbon emission performance in China? A perspective of spatial spillover," Applied Energy, Elsevier, vol. 358(C).
    6. Xingcun Qin & Genglin Dong & Pengcheng Xie & Yulong Zhang & Cuiping Liao, 2024. "Impact of Green Finance on Carbon Emission Efficiency and Spatial Spillover Effects: A Case Study of Guangzhou, China," Sustainability, MDPI, vol. 16(23), pages 1-22, November.
    7. Li, Qi & Lei, Hanyun & Yu, Minggui, 2025. "Green finance, green innovation and carbon intensity," International Review of Financial Analysis, Elsevier, vol. 106(C).
    8. Zhang, Qiufeng & Huang, Huan & Chen, Liang & Wang, Yushi, 2025. "How does green finance affect carbon emission intensity? The role of green technology innovation and internet development," International Review of Economics & Finance, Elsevier, vol. 99(C).
    9. Li Chen & Fujia Li & Haonan Zhang & Hao Cheng, 2025. "Can Green Finance Policy Achieve Collaborative Governance of Air Pollution? Evidence from Prefecture-Level Cities in China," Sustainability, MDPI, vol. 17(16), pages 1-20, August.
    10. Ma, Yanbai & Lu, Ling & Cui, Jingbo & Shi, Xunpeng, 2024. "Can green credit policy stimulate firms’ green investments?," International Review of Economics & Finance, Elsevier, vol. 91(C), pages 123-137.
    11. Xiuli Liu & Jing Cui & Yanrui Wu & Xiaohang Yue & Jun Shen & Pibin Guo, 2024. "The Nexus between Green Finance and Carbon Emissions: Evidence from Maturity Mismatch in China," Sustainability, MDPI, vol. 16(10), pages 1-24, May.
    12. Zeng, Ming & Zhang, Weike, 2024. "Green finance: The catalyst for artificial intelligence and energy efficiency in Chinese urban sustainable development," Energy Economics, Elsevier, vol. 139(C).
    13. Lee, Chien-Chiang & Li, Jiangnan & Wang, Fuhao, 2024. "The role of green finance in the construction of new energy system: Evidence from China," Energy Economics, Elsevier, vol. 139(C).
    14. Su, Yuqi & Tian, Gary Gang & Li, Hai-Chao & Ding, Chante Jian, 2024. "Climate risk and corporate energy strategies: Unveiling the Inverted-N relationship," Energy, Elsevier, vol. 310(C).
    15. Pengyu Chen & QianYing Chen, 2025. "Two birds with one stone: can green finance drive the circular economy?," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 12(1), pages 1-14, December.
    16. Wang, Xiaoyin & Gao, Cuiyun, 2024. "Does green finance policy help to improve carbon reduction welfare performance? Evidence from China," Energy Economics, Elsevier, vol. 132(C).
    17. Fu, Qian & Zhao, Shengliang, 2025. "Influence of green finance on new-quality productivity of enterprises: Evidence from Chinese A-share listed companies," International Review of Financial Analysis, Elsevier, vol. 105(C).
    18. Zhang, Jintao & Lei, Xinghui & Su, Taoyong & Li, Ziyao, 2025. "Credit availability of energy-intensive industries in emerging economies: Do financially established firms have better access to credit?," Energy Economics, Elsevier, vol. 145(C).
    19. Xiuli Sun & Cui Zhou & Zhuojiong Gan, 2023. "Green Finance Policy and ESG Performance: Evidence from Chinese Manufacturing Firms," Sustainability, MDPI, vol. 15(8), pages 1-27, April.
    20. Zhijie Hao & Ziqian Zhao & Zhiwei Pan & Decai Tang & Meiling Zhao & Hui Zhang, 2025. "Spatial Effects of Financial Agglomeration and Green Technological Innovation on Carbon Emissions," Sustainability, MDPI, vol. 17(6), pages 1-34, March.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    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:gam:jsusta:v:17:y:2025:i:3:p:854-:d:1573215. 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: MDPI Indexing Manager The email address of this maintainer does not seem to be valid anymore. Please ask MDPI Indexing Manager to update the entry or send us the correct address (email available below). General contact details of provider: https://www.mdpi.com .

    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.