IDEAS home Printed from https://ideas.repec.org/a/wly/sustdv/v33y2025is1p1-26.html

Mitigating Risks for Climate Change: The Role of Digital Financial Policy, Innovation, Carbon Tax, and Macroeconomic Conditions on Sustainable Green Bonds

Author

Listed:
  • Atta Ullah
  • Chen Pinglu
  • Huma Iftikhar

Abstract

This research explores the implementation of the sustainable digital financial policy as a quasi‐natural experiment on sustainability‐linked‐green bonds for mitigating climate risks. The second New Silk Road summit emphasized the sustainable digital financial agreement of 2019, which aims to endorse smart cities, 5G investments, digital trade, and the Digital Silk Road. The sample comprised 19 treatment groups (advanced economies) and 23 control groups (emerging economies) panel from 2013 to 2022. This study employed advanced panel econometric techniques, such as multi‐year and propensity score matching‐difference‐in‐differences (PSM‐DID) quasi‐natural experiment, which further compared with the two‐step system GMM method. The findings show that the policy and pandemic enhanced the sustainability‐linked‐green bonds market and functioned as catalysts for sustainable and climate transition. Moreover, the noteworthy covariates, global innovation linkages, carbon tax, and business environment positively affect sustainability‐linked‐green bonds, while macroeconomic conditions as an increase in consumer prices exert a negative effect. Furthermore, the interaction of macroeconomic conditions with global innovation linkages contributes positively to the green bond market, whereas the interaction of carbon tax with global innovation linkages has a negative impact. Granger's non‐causality shows mixed one‐way and both‐way relationships. This research provides valuable policy implications for governments and financial institutions, and other stakeholders regarding a conducive business environment, balanced carbon taxes, fostering innovation linkages, and sustainable financing mechanisms to achieve a sustainable transition towards SDG13 and carbon neutrality in advanced and emerging economies.

Suggested Citation

  • Atta Ullah & Chen Pinglu & Huma Iftikhar, 2025. "Mitigating Risks for Climate Change: The Role of Digital Financial Policy, Innovation, Carbon Tax, and Macroeconomic Conditions on Sustainable Green Bonds," Sustainable Development, John Wiley & Sons, Ltd., vol. 33(S1), pages 1-26, November.
  • Handle: RePEc:wly:sustdv:v:33:y:2025:i:s1:p:1-26
    DOI: 10.1002/sd.3542
    as

    Download full text from publisher

    File URL: https://doi.org/10.1002/sd.3542
    Download Restriction: no

    File URL: https://libkey.io/10.1002/sd.3542?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. Li, Xiuqing & Xiao, Liming, 2024. "The impact of urban green business environment on FDI quality and its driving mechanism: Evidence from China," World Development, Elsevier, vol. 175(C).
    2. Erzurumlu, S. Sinan & Erzurumlu, Yaman O. & Yoon, YongKi, 2022. "National innovation systems and dynamic impact of institutional structures on national innovation capability: A configurational approach with the OKID method," Technovation, Elsevier, vol. 114(C).
    3. Li, Wanhui & Wang, Shumin & Deng, Xinxia, 2024. "The impact of digital finance on business environment: Mediating role of industrial structural upgrading and moderating role of digital infrastructure," Finance Research Letters, Elsevier, vol. 67(PA).
    4. Shashank Bansal & Satya Prakash Mani & Himanshu Gupta & Shipra Maurya, 2023. "Sustainable development of the green bond markets in India: Challenges and strategies," Sustainable Development, John Wiley & Sons, Ltd., vol. 31(1), pages 237-252, February.
    5. Chopra, Monika & Mehta, Chhavi, 2023. "Going green: Do green bonds act as a hedge and safe haven for stock sector risk?," Finance Research Letters, Elsevier, vol. 51(C).
    6. Xie, Qing & Yin, Hua, 2024. "Business environment and the choice of entry mode of OFDI: Evidence from China," Journal of Asian Economics, Elsevier, vol. 92(C).
    7. Mertzanis, Charilaos, 2024. "Central bank policies and green bond issuance on a global scale," Energy Economics, Elsevier, vol. 133(C).
    8. Al Mamun, Md & Boubaker, Sabri & Nguyen, Duc Khuong, 2022. "Green finance and decarbonization: Evidence from around the world," Finance Research Letters, Elsevier, vol. 46(PB).
    9. Fatica, Serena & Panzica, Roberto & Rancan, Michela, 2021. "The pricing of green bonds: Are financial institutions special?," Journal of Financial Stability, Elsevier, vol. 54(C).
    10. Yan, Zhijun & Jia, Yuting & Zhang, Bingbing, 2024. "Environmental protection taxes and green productivity: Evidence from listed companies in China," Economic Systems, Elsevier, vol. 48(4).
    11. Flammer, Caroline, 2021. "Corporate green bonds," Journal of Financial Economics, Elsevier, vol. 142(2), pages 499-516.
    12. Dong, Hanmin & Zhang, Lin & Zheng, Huanhuan, 2024. "Green bonds: Fueling green innovation or just a fad?," Energy Economics, Elsevier, vol. 135(C).
    13. Eftichios S. Sartzetakis, 2021. "Green bonds as an instrument to finance low carbon transition," Economic Change and Restructuring, Springer, vol. 54(3), pages 755-779, August.
    14. Hongzhong FAN & Shujahat Haider HASHMI & Yasir HABIB & Minhaj ALI, 2020. "How Do Urbanization and Urban Agglomeration Affect CO2 Emissions in South Asia? Testing Non-Linearity Puzzle with Dynamic STIRPAT Model," Chinese Journal of Urban and Environmental Studies (CJUES), World Scientific Publishing Co. Pte. Ltd., vol. 8(01), pages 1-37, March.
    15. Zheng, Liya & Umar, Muhammad & Safi, Adnan & Khaddage-Soboh, Nada, 2024. "The role of higher education and institutional quality for carbon neutrality: Evidence from emerging economies," Economic Analysis and Policy, Elsevier, vol. 81(C), pages 406-417.
    16. Md Al Mamun & Sabri Boubaker & Ahmet Sensoy, 2022. "Green Finance and Decarbonization: Evidence from around the World," Post-Print hal-05337462, HAL.
    17. Lee, Chien-Chiang & Wang, Fuhao & Chang, Yu-Fang, 2023. "Towards net-zero emissions: Can green bond policy promote green innovation and green space?," Energy Economics, Elsevier, vol. 121(C).
    18. Ma, Jing & He, Zhangyin, 2024. "Business environment and quality of economic development–Evidence from countries along the Belt and Road," Finance Research Letters, Elsevier, vol. 69(PA).
    19. Xu, Qi & Liu, Kui, 2024. "Hero or Devil: A comparison of different carbon tax policies for China," Energy, Elsevier, vol. 306(C).
    20. Caleb Debrah & Albert Ping Chuen Chan & Amos Darko & Robert J. Ries & Eric Ohene & Mershack Opoku Tetteh, 2024. "Driving factors for the adoption of green finance in green building for sustainable development in developing countries: The case of Ghana," Sustainable Development, John Wiley & Sons, Ltd., vol. 32(6), pages 6286-6307, December.
    21. Xin, Baogui & Jiang, Kai & Santibanez Gonzalez, Ernesto D.R., 2024. "The coevolution effect of central bank digital currency and green bonds on the net-zero economy," Energy Economics, Elsevier, vol. 134(C).
    22. Hu, Yucai & Ren, Shenggang & Wang, Yangjie & Chen, Xiaohong, 2020. "Can carbon emission trading scheme achieve energy conservation and emission reduction? Evidence from the industrial sector in China," Energy Economics, Elsevier, vol. 85(C).
    23. Wang, Tianyang & Umar, Muhammad & Li, Menggang & Shan, Shan, 2023. "Green finance and clean taxes are the ways to curb carbon emissions: An OECD experience," Energy Economics, Elsevier, vol. 124(C).
    24. Shu, Haicheng & Wang, Yu & Umar, Muhammad & Zhong, Yifan, 2023. "Dynamics of renewable energy research, investment in EnvoTech and environmental quality in the context of G7 countries," Energy Economics, Elsevier, vol. 120(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. Muñiz, José Antonio & Larkin, Charles & Corbet, Shaen, 2025. "Understanding the use of unconventional monetary policy for portfolio decarbonisation in Europe," Journal of International Money and Finance, Elsevier, vol. 150(C).
    2. Christnacht, Lukas & Mertzanis, Charilaos, 2025. "Foreign direct investment, technology transfer and the global issuance of green bonds," Energy Economics, Elsevier, vol. 143(C).
    3. Yang, Minhua & Ma, Linkun & Gu, Yan & Wu, Wenfeng, 2025. "The impacts of green bonds on the green innovation: Evidence from the corporate green transformation in China," Emerging Markets Review, Elsevier, vol. 65(C).
    4. Ruan, Qingsong & Li, Chengyu & Lv, Dayong & Wei, Xiaokun, 2025. "Going Green: Effect of green bond issuance on corporate debt financing costs," The North American Journal of Economics and Finance, Elsevier, vol. 75(PA).
    5. Wang, Chih-Wei & Wu, Yu-Ching & Hsieh, Hsin-Yi & Huang, Po-Hsiang & Lin, Meng-Chieh, 2022. "Does green bond issuance have an impact on climate risk concerns?," Energy Economics, Elsevier, vol. 111(C).
    6. Li, Changsong & Cao, Xiaojing & Wang, Zeyu & Zhang, Jiali & Liu, Huan, 2025. "The impact of green bond issuance on corporate green innovation: A signaling perspective," International Review of Financial Analysis, Elsevier, vol. 102(C).
    7. Xu, Xinkuo & Zhang, Chenxi & Yang, Lizhengbo, 2025. "Green bonds: Catalyst or constraint for corporate green investment efficiency?," Journal of Multinational Financial Management, Elsevier, vol. 79(C).
    8. Bi, Shenghao & Appolloni, Andrea & Zhang, Wanying & Yan, Zhenjun & Du, Jiang, 2026. "Impact of green bond issuance on energy intensity: Evidence from new energy enterprises," Research in International Business and Finance, Elsevier, vol. 83(C).
    9. Xu, Xuchuan & Yang, Lilin, 2025. "Green bond financing and regional ecological resilience: The role of financial agglomeration mechanisms," Finance Research Letters, Elsevier, vol. 80(C).
    10. Li, Yilong & Chen, Xiaoqiu & Liu, Shucheng, 2026. "The impact of ESG news sentiment on green bond credit spreads: Signal transmission and market response," Research in International Business and Finance, Elsevier, vol. 84(C).
    11. Samuel Mutarindwa & Dorothea Schäfer & Andreas Stephan, 2024. "Certification against greenwashing in nascent bond markets: lessons from African ESG bonds," Eurasian Economic Review, Springer;Eurasia Business and Economics Society, vol. 14(1), pages 149-173, March.
    12. Ma, Luyao & Lv, Xin & Shen, Zhiyang & Yu, Chang & Zhang, Qingyi, 2026. "How green bonds influence corporate environmental behaviour: A heterogeneous analysis," Research in International Business and Finance, Elsevier, vol. 83(C).
    13. Egidio Palmieri & Maurizio Polato & Josanco Floreani, 2025. "Green Bond Issuance and Environmental, Social and Governance Scores: Do They Impact Bank Performance?," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 32(6), pages 8577-8597, November.
    14. Becker, Annette & Fatica, Serena & Rancan, Michela, 2025. "Not only green: Sustainability and debt capital markets," Journal of International Money and Finance, Elsevier, vol. 154(C).
    15. 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.
    16. Jiaojiao Yang & Xiuguo Gong & Ancheng Fang, 2026. "Extreme Risk Spillover from Commodity Markets to Green Finance Markets: New Evidence Utilizing GAN and GARCH Model," Computational Economics, Springer;Society for Computational Economics, vol. 67(5), pages 4169-4197, May.
    17. Zia, Sidra & Song, Lin & Alkebsee, Radwan & Alhebri, Adeeb, 2026. "Facilitating or crowding out? The role of local government debt in green bond issuance," Finance Research Letters, Elsevier, vol. 92(C).
    18. Yuan, Haojun & Liao, Jing & Young, Martin, 2025. "The impact of the carbon trading pilot program on the financing cost of green bonds," Finance Research Letters, Elsevier, vol. 78(C).
    19. Muhammad Asif & Nabila Amin & Muhammad Salman Shabbir & Huaming Song, 2025. "Greening the Path to Carbon Neutrality: The Role of Technical Factors in Reducing Carbon Emissions in South Asia Post‐COP 28," Sustainable Development, John Wiley & Sons, Ltd., vol. 33(S1), pages 1018-1037, November.
    20. Pengfei Ge & Chuxiong Tang & Yuhui Chen & Yichao Liu & Rui Zhu, 2025. "Green Bonds: Greenwashing or Genuinely Green? A Study Based on Stock Mispricing," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 46(6), pages 3396-3413, September.

    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:wly:sustdv:v:33:y:2025:i:s1:p:1-26. 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: Wiley Content Delivery (email available below). General contact details of provider: http://onlinelibrary.wiley.com/journal/10.1002/(ISSN)1099-1719 .

    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.