IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v17y2025i9p3791-d1640291.html
   My bibliography  Save this article

Green Credit, Digital Economy and Enterprise Pollution Reduction

Author

Listed:
  • Shi Wang

    (School of Economics and Finance, Xi’an International Studies University, Xi’an 710128, China
    Global South Economic and Trade Cooperation Research Center, Xi’an 710128, China
    Center for Studies on Central Asia and the Caspian Rim, Xi’an International Studies University, Xi’an 710128, China)

Abstract

Green credit is an important practical exploration to reduce the environmental pollution of enterprises through the allocation of financial resources. Based on the panel data for the Chinese enterprises, this research constructs a difference-in-differences (DID) model to explore the influence of green credit policy (GCP) on the enterprise’s pollution emission and discusses the moderation effect of digital economy. The results show that the GCP can reduce the enterprise pollution emission. Specifically, the implementation of the GCP has reduced the sulfur dioxide emission intensity of enterprises by 1.53 kg/thousand yuan. The pollution reduction effect of GCP on different enterprises shows significant asymmetry: the implementation effect is better on enterprises with stronger financing constraints and state-owned enterprises, while enterprises in capital-intensive industries inhibit the effect of the policy. Specifically, the implementation of the GCP has reduced the sulfur dioxide emission intensity of state-owned and non-state-owned enterprises by 1.72 and 0.977 kg/thousand yuan, respectively, and reduced that for enterprises in capital-intensive and non-capital-intensive industries by 0.719 and 1.437 kg/thousand yuan, respectively. The development of digital economy will promote the pollution reduction effect of GCP, and the two will work together to reduce pollution emissions. Finally, some policy suggestions are put forward to optimize the current green credit policies.

Suggested Citation

  • Shi Wang, 2025. "Green Credit, Digital Economy and Enterprise Pollution Reduction," Sustainability, MDPI, vol. 17(9), pages 1-24, April.
  • Handle: RePEc:gam:jsusta:v:17:y:2025:i:9:p:3791-:d:1640291
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/17/9/3791/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/17/9/3791/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Qingma Dong & Shuyang Wen & Xiliang Liu, 2020. "Credit Allocation, Pollution, and Sustainable Growth: Theory and Evidence from China," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(12), pages 2793-2811, September.
    2. Hanna, Rema & Oliva, Paulina, 2015. "The effect of pollution on labor supply: Evidence from a natural experiment in Mexico City," Journal of Public Economics, Elsevier, vol. 122(C), pages 68-79.
    3. Lee, Chi-Chuan & Lee, Chien-Chiang, 2022. "How does green finance affect green total factor productivity? Evidence from China," Energy Economics, Elsevier, vol. 107(C).
    4. Jalil, Abdul & Feridun, Mete, 2011. "The impact of growth, energy and financial development on the environment in China: A cointegration analysis," Energy Economics, Elsevier, vol. 33(2), pages 284-291, March.
    5. Fan, Haichao & Peng, Yuchao & Wang, Huanhuan & Xu, Zhiwei, 2021. "Greening through finance?," Journal of Development Economics, Elsevier, vol. 152(C).
    6. Zhang, Wei & Ke, Jinjun & Ding, Yougang & Chen, Sicen, 2024. "Greening through finance: Green finance policies and firms' green investment," Energy Economics, Elsevier, vol. 131(C).
    7. Zerbib, Olivier David, 2019. "The effect of pro-environmental preferences on bond prices: Evidence from green bonds," Journal of Banking & Finance, Elsevier, vol. 98(C), pages 39-60.
    8. Huang, Hongyun & Mbanyele, William & Wang, Fengrong & Song, Malin & Wang, Yuzhang, 2022. "Climbing the quality ladder of green innovation: Does green finance matter?," Technological Forecasting and Social Change, Elsevier, vol. 184(C).
    9. Wang, Mei Ling, 2023. "Effects of the green finance policy on the green innovation efficiency of the manufacturing industry: A difference-in-difference model," Technological Forecasting and Social Change, Elsevier, vol. 189(C).
    10. Serena Fatica & Roberto Panzica, 2021. "Green bonds as a tool against climate change?," Business Strategy and the Environment, Wiley Blackwell, vol. 30(5), pages 2688-2701, July.
    11. Jacobson, Louis S & LaLonde, Robert J & Sullivan, Daniel G, 1993. "Earnings Losses of Displaced Workers," American Economic Review, American Economic Association, vol. 83(4), pages 685-709, September.
    12. Ren, Xiaohang & Li, Yiying & yan, Cheng & Wen, Fenghua & Lu, Zudi, 2022. "The interrelationship between the carbon market and the green bonds market: Evidence from wavelet quantile-on-quantile method," Technological Forecasting and Social Change, Elsevier, vol. 179(C).
    13. Bartram, Söhnke M. & Hou, Kewei & Kim, Sehoon, 2022. "Real effects of climate policy: Financial constraints and spillovers," Journal of Financial Economics, Elsevier, vol. 143(2), pages 668-696.
    14. Mark P. Sharfman & Chitru S. Fernando, 2008. "Environmental risk management and the cost of capital," Strategic Management Journal, Wiley Blackwell, vol. 29(6), pages 569-592, June.
    15. Louis S. Jacobson & Robert J. LaLonde & Daniel G. Sullivan, 1993. "Long-term earnings losses of high-seniority displaced workers," Economic Perspectives, Federal Reserve Bank of Chicago, vol. 17(Nov), pages 2-20.
    16. Shihe Fu & V Brian Viard & Peng Zhang, 2021. "Air Pollution and Manufacturing Firm Productivity: Nationwide Estimates for China [Management and shocks to worker productivity]," The Economic Journal, Royal Economic Society, vol. 131(640), pages 3241-3273.
    17. Tan, Xiujie & Dong, Hanmin & Liu, Yishuang & Su, Xin & Li, Zixian, 2022. "Green bonds and corporate performance: A potential way to achieve green recovery," Renewable Energy, Elsevier, vol. 200(C), pages 59-68.
    18. 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.
    19. Alharbi, Samar S. & Al Mamun, Md & Boubaker, Sabri & Rizvi, Syed Kumail Abbas, 2023. "Green finance and renewable energy: A worldwide evidence," Energy Economics, Elsevier, vol. 118(C).
    20. Bhutta, Umair Saeed & Tariq, Adeel & Farrukh, Muhammad & Raza, Ali & Iqbal, Muhammad Khalid, 2022. "Green bonds for sustainable development: Review of literature on development and impact of green bonds," Technological Forecasting and Social Change, Elsevier, vol. 175(C).
    21. Xin Zhao & Ramzi Benkraiem & Mohammad Zoynul Abedin & Silu Zhou, 2024. "The charm of green finance: Can green finance reduce corporate carbon emissions?," Post-Print hal-04925274, HAL.
    22. Qingma Dong & Shuyang Wen & Xiliang Liu, 2020. "Credit Allocation, Pollution, and Sustainable Growth: Theory and Evidence from China," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(12), pages 2793-2811, September.
    23. Chu, Zhen & Cheng, Mingwang & Yu, Ning Neil, 2021. "A smart city is a less polluted city," Technological Forecasting and Social Change, Elsevier, vol. 172(C).
    24. Lei, Ni & Miao, Qin & Yao, Xin, 2023. "Does the implementation of green credit policy improve the ESG performance of enterprises? Evidence from a quasi-natural experiment in China," Economic Modelling, Elsevier, vol. 127(C).
    25. 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)

    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. Ying Fu & Zhaohan Wang & Yun Wang, 2024. "Green Financial Policy for Fostering Green Technological Innovation: The Role of Financing Constraints, Science Expenditure, and Heightened Industrial Structure," Sustainability, MDPI, vol. 16(20), pages 1-26, October.
    2. Yongkang Lin & Qinghua Song & Lingyun He, 2025. "Can the green finance reform and innovation pilot policy promote green technology innovation?—a novelty evidence from both polluting companies and city commercial banks in China," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 27(4), pages 8403-8431, April.
    3. Jiazhan Gao & Guihong Hua & Baofeng Huo, 2025. "Turning “green” into “gold”: A study on the impact of green finance pilot zone policy on energy carbon emission efficiency," Sustainable Development, John Wiley & Sons, Ltd., vol. 33(1), pages 129-143, February.
    4. Nepal, Rabindra & Zhao, Xiaomeng & Liu, Yang & Dong, Kangyin, 2024. "Can green finance strengthen energy resilience? The case of China," Technological Forecasting and Social Change, Elsevier, vol. 202(C).
    5. Ma, Dan & He, Yuhang & Zeng, Linggang, 2024. "Can green finance improve the ESG performance? Evidence from green credit policy in China," Energy Economics, Elsevier, vol. 137(C).
    6. Mark Borgschulte & David Molitor & Eric Yongchen Zou, 2024. "Air Pollution and the Labor Market: Evidence from Wildfire Smoke," The Review of Economics and Statistics, MIT Press, vol. 106(6), pages 1558-1575, November.
    7. Linzhi Han & Yafang Shi & Jianghua Zheng, 2024. "Can green credit policies improve corporate ESG performance?," Sustainable Development, John Wiley & Sons, Ltd., vol. 32(3), pages 2678-2699, June.
    8. 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).
    9. Cui, Xiaona & Mohd Said, Ridzwana & Abdul Rahim, Norhuda & Ni, Mengjiao, 2024. "Can green finance Lead to green investment? Evidence from heavily polluting industries," International Review of Financial Analysis, Elsevier, vol. 95(PB).
    10. 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).
    11. Wenqing Zhang & Jingrong Dong, 2023. "The Polarization Effect and Mechanism of China’s Green Finance Policy on Green Technology Innovation," Sustainability, MDPI, vol. 15(13), pages 1-26, June.
    12. Shihao Yin & Zhongguo Lin & Panni Li & Binbin Peng, 2025. "Does environmental credit affect bank loans? Evidence from Chinese A‐share listed firms," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 30(2), pages 1225-1248, April.
    13. Guo, Bingnan & Feng, Weizhe & Lin, Ji, 2024. "The impact of green finance on labor income share: Evidence from green finance reform and innovation pilot zone," Economic Analysis and Policy, Elsevier, vol. 84(C), pages 1347-1358.
    14. Liu, Duan & Yu, Nizhou & Wan, Hong, 2022. "Does water rights trading affect corporate investment? The role of resource allocation and risk mitigation channels," Economic Modelling, Elsevier, vol. 117(C).
    15. Guo, Shu & Zhang, ZhongXiang, 2023. "Green credit policy and total factor productivity: Evidence from Chinese listed companies," Energy Economics, Elsevier, vol. 128(C).
    16. Guorong Chen & Changyan Liu, 2023. "Can Low–Carbon City Development Stimulate Population Growth? Insights from China’s Low–Carbon Pilot Program," Sustainability, MDPI, vol. 15(20), pages 1-22, October.
    17. Zhice Cheng & Xinyuan Chen & Huwei Wen, 2022. "How Does Environmental Protection Tax Affect Corporate Environmental Investment? Evidence from Chinese Listed Enterprises," Sustainability, MDPI, vol. 14(5), pages 1-22, March.
    18. Lei, Ni & Miao, Qin & Yao, Xin, 2023. "Does the implementation of green credit policy improve the ESG performance of enterprises? Evidence from a quasi-natural experiment in China," Economic Modelling, Elsevier, vol. 127(C).
    19. Wang, Weilong & Wang, Jianlong & Wu, Haitao, 2024. "The impact of energy-consuming rights trading on green total factor productivity in the context of digital economy: Evidence from listed firms in China," Energy Economics, Elsevier, vol. 131(C).
    20. Liu, Shaohui & Liu, Chuanjiang & Yang, Mian, 2022. "Greening of Chinese industrial sector: Stakeholders' responsiveness to non-governmental environmental monitoring," China Economic Review, Elsevier, vol. 72(C).

    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:9:p:3791-:d:1640291. 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 (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.