IDEAS home Printed from https://ideas.repec.org/p/pra/mprapa/127543.html

Environmental Risks and Sovereign Credit Ratings: Evidence from Developed and Developing Economies

Author

Listed:
  • Ali, Amjad
  • Usman, Muhammad
  • Ahmad, Khalil

Abstract

This study investigates how climate-related risks influence sovereign credit ratings on a two-dimensional scale, considering both the Climate Vulnerability Index and the Climate Resilience Index. Using a panel cross-sectional dataset covering fifteen developed and developing countries from 2020 to 2024, the research evaluates how the Climate Vulnerability Index and Climate Resilience Index, along with macroeconomic control variables such as gross domestic product per capita, debt-to-gross domestic product ratio, and inflation, affect sovereign creditworthiness. The results remain consistent across robustness tests, and neither the lagged indicators nor indices derived from principal component analysis demonstrate significant predictive power. These findings are supported by graphical data, including scatter plots and heat maps. Although the theoretical expectation is that higher climate vulnerability would lead to lower ratings, the data do not offer strong empirical support for this relationship within the study period for developed and, alternatively, for developing nations. The study concludes that current methods for assessing sovereign credit ratings do not necessarily account for climate-based risks, at least in developed countries over this time frame. Policy recommendations emphasize greater transparency and the integration of climate indicators into credit models, closing resilience gaps through national government action, and prompting international financial institutions to encourage the standardization of climate risk procedures, particularly for developing nations. This study contributes to the evolving discourse on sustainable finance by identifying compromises in climate-adjusted credit assessment and proposing methods and institutional reforms. Concrete policy recommendations include the integration of forward-looking climate indicators into sovereign credit models, the adoption of climate stress testing by rating agencies, and the promotion of standardized climate risk disclosure frameworks, especially in developing economies.

Suggested Citation

  • Ali, Amjad & Usman, Muhammad & Ahmad, Khalil, 2025. "Environmental Risks and Sovereign Credit Ratings: Evidence from Developed and Developing Economies," MPRA Paper 127543, University Library of Munich, Germany.
  • Handle: RePEc:pra:mprapa:127543
    as

    Download full text from publisher

    File URL: https://mpra.ub.uni-muenchen.de/127543/1/MPRA_paper_127543.pdf
    File Function: original version
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Patrycja Klusak & Matthew Agarwala & Matt Burke & Moritz Kraemer & Kamiar Mohaddes, 2023. "Rising Temperatures, Falling Ratings: The Effect of Climate Change on Sovereign Creditworthiness," Management Science, INFORMS, vol. 69(12), pages 7468-7491, December.
    2. repec:cup:cbooks:9781107034662 is not listed on IDEAS
    3. Anindya Banerjee & Juan Dolado & Ricardo Mestre, 1998. "Error‐correction Mechanism Tests for Cointegration in a Single‐equation Framework," Journal of Time Series Analysis, Wiley Blackwell, vol. 19(3), pages 267-283, May.
    4. Dafermos, Yannis & Nikolaidi, Maria & Galanis, Giorgos, 2018. "Climate Change, Financial Stability and Monetary Policy," Ecological Economics, Elsevier, vol. 152(C), pages 219-234.
    5. Flammer, Caroline, 2021. "Corporate green bonds," Journal of Financial Economics, Elsevier, vol. 142(2), pages 499-516.
    6. Brooks,Chris, 2014. "Introductory Econometrics for Finance," Cambridge Books, Cambridge University Press, number 9781107661455, December.
    7. Khandani, Amir E. & Kim, Adlar J. & Lo, Andrew W., 2010. "Consumer credit-risk models via machine-learning algorithms," Journal of Banking & Finance, Elsevier, vol. 34(11), pages 2767-2787, November.
    8. repec:rfh:bbejor:v:14:y:2025:i:2:p:42-54 is not listed on IDEAS
    9. Amjad Ali & Marc Audi, 2016. "The Impact of Income Inequality, Environmental Degradation and Globalization on Life Expectancy in Pakistan: An Empirical Analysis," International Journal of Economics and Empirical Research (IJEER), The Economics and Social Development Organization (TESDO), vol. 4(4), pages 182-193, April.
    10. Lee H. Seltzer & Laura Starks & Qifei Zhu, 2022. "Climate Regulatory Risk and Corporate Bonds," NBER Working Papers 29994, National Bureau of Economic Research, Inc.
    11. Stefano Battiston & Antoine Mandel & Irene Monasterolo & Franziska Schütze & Gabriele Visentin, 2017. "A climate stress-test of the financial system," Nature Climate Change, Nature, vol. 7(4), pages 283-288, April.
    12. Audi, Marc, 2024. "A Discussion on the Role of International Regimes in Mitigating Global Warming and Climate Change," MPRA Paper 121586, University Library of Munich, Germany.
    13. Painter, Marcus, 2020. "An inconvenient cost: The effects of climate change on municipal bonds," Journal of Financial Economics, Elsevier, vol. 135(2), pages 468-482.
    14. Hachenberg, B. & Schiereck, D., 2018. "Are green bonds priced differently from conventional bonds?," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 109709, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    15. Philipp Krueger & Zacharias Sautner & Laura T Starks, 2020. "The Importance of Climate Risks for Institutional Investors," The Review of Financial Studies, Society for Financial Studies, vol. 33(3), pages 1067-1111.
    16. Ali, Amjad & Zulfiqar, Kalsoom, 2018. "An Assessment of Association between Natural Resources Agglomeration and Unemployment in Pakistan," MPRA Paper 87968, University Library of Munich, Germany.
    17. Marc Audi & Marc Poulin & Khalil Ahmad & Amjad Ali, 2025. "Modeling Disaggregate Globalization to Carbon Emissions in BRICS: A Panel Quantile Regression Analysis," Sustainability, MDPI, vol. 17(6), pages 1-24, March.
    18. Florian Berg & Julian F Kölbel & Roberto Rigobon, 2022. "Aggregate Confusion: The Divergence of ESG Ratings [Corporate social responsibility and firm risk: theory and empirical evidence]," Review of Finance, European Finance Association, vol. 26(6), pages 1315-1344.
    19. Robert Vermeulen & Edo Schets & Melanie Lohuis & Barbara Kolbl & David-Jan Jansen & Willem Heeringa, 2018. "An energy transition risk stress test for the financial system of the Netherlands," DNB Occasional Studies 1607, Netherlands Central Bank, Research Department.
    20. Bolton, Patrick & Kacperczyk, Marcin, 2021. "Do investors care about carbon risk?," Journal of Financial Economics, Elsevier, vol. 142(2), pages 517-549.
    21. Britta Hachenberg & Dirk Schiereck, 2018. "Are green bonds priced differently from conventional bonds?," Journal of Asset Management, Palgrave Macmillan, vol. 19(6), pages 371-383, October.
    22. Richard Cantor & Frank Packer, 1996. "Determinants and impact of sovereign credit ratings," Economic Policy Review, Federal Reserve Bank of New York, vol. 2(Oct), pages 37-53.
    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. Roy Kouwenberg & Chenglong Zheng, 2023. "A Review of the Global Climate Finance Literature," Sustainability, MDPI, vol. 15(2), pages 1-32, January.
    2. Fiorillo, Paolo & Meles, Antonio & Ricciardi, Antonio & Verdoliva, Vincenzo, 2025. "ESG performance and the cost of debt. Evidence from the corporate bond market," International Review of Financial Analysis, Elsevier, vol. 102(C).
    3. Khanchel, Imen & Lassoued, Naima & Khiari, Cyrine & Khan, Sana-Akbar, 2025. "Carbon efficiency and green bonds: The institutional investors’ green touch," Research in International Business and Finance, Elsevier, vol. 77(PB).
    4. Benkraiem, Ramzi & Dimic, Nebojsa & Piljak, Vanja & Swinkels, Laurens & Vulanovic, Milos, 2025. "Media-based climate risks and international corporate bond market," Journal of International Money and Finance, Elsevier, vol. 151(C).
    5. He, Feng & Ren, Xingzi & Wang, Yueren & Lei, Xingfan, 2025. "Climate risk and corporate bond credit spreads," Journal of International Money and Finance, Elsevier, vol. 154(C).
    6. Gregor Dorfleitner & Sebastian Utz & Rongxin Zhang, 2022. "The pricing of green bonds: external reviews and the shades of green," Review of Managerial Science, Springer, vol. 16(3), pages 797-834, April.
    7. Cepni, Oguzhan & Demirer, Riza & Pham, Linh & Rognone, Lavinia, 2023. "Climate uncertainty and information transmissions across the conventional and ESG assets," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 83(C).
    8. 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).
    9. Silva, Florinda & Ferreira, André & Cortez, Maria Céu, 2024. "The performance of green bond portfolios under climate uncertainty: A comparative analysis with conventional and black bond portfolios," Research in International Business and Finance, Elsevier, vol. 70(PA).
    10. Chen, Jianqiang & Hsieh, Pei-Fang & Hsu, Po-Hsuan & Levine, Ross, 2025. "Environmental liabilities, borrowing costs, and pollution prevention activities: The nationwide impact of the Apex Oil ruling," Journal of Corporate Finance, Elsevier, vol. 91(C).
    11. Alessi, Lucia & Battiston, Stefano, 2022. "Two sides of the same coin: Green Taxonomy alignment versus transition risk in financial portfolios," International Review of Financial Analysis, Elsevier, vol. 84(C).
    12. Emirhan Ilhan & Philipp Krueger & Zacharias Sautner & Laura T Starks, 2023. "Climate Risk Disclosure and Institutional Investors," The Review of Financial Studies, Society for Financial Studies, vol. 36(7), pages 2617-2650.
    13. Duong, Huu Nhan & Kalev, Petko S. & Kalimipalli, Madhu & Trivedi, Saurabh, 2025. "Do firms benefit from carbon risk management? Evidence from the credit default swaps market," Journal of Corporate Finance, Elsevier, vol. 94(C).
    14. Ströbel, Johannes & Wurgler, Jeffrey, 2021. "What do you think about climate finance?," CEPR Discussion Papers 16622, C.E.P.R. Discussion Papers.
    15. Breckenfelder, Johannes & Maćkowiak, Bartosz & Marqués-Ibáñez, David & Olovsson, Conny & Popov, Alexander & Porcellacchia, Davide & Schepens, Glenn, 2023. "The climate and the economy," Working Paper Series 2793, European Central Bank.
    16. Ricardo Gimeno & Clara I. González, 2022. "The role of a green factor in stock prices. When Fama & French go green," Working Papers 2207, Banco de España.
    17. Basha, Shabeen Afsar & Benkraiem, Ramzi & Ben-Nasr, Hamdi & Masum, Abdullah-Al, 2025. "Does political risk exacerbate climate risk? Firm-level evidence," International Review of Financial Analysis, Elsevier, vol. 104(PA).
    18. Hyeyoon Jung & João A. C. Santos & Lee Seltzer, 2023. "U.S. Banks’ Exposures to Climate Transition Risks," Staff Reports 1058, Federal Reserve Bank of New York.
    19. Mascia Bedendo & Giacomo Nocera & Linus Siming, 2023. "Greening the Financial Sector: Evidence from Bank Green Bonds," Journal of Business Ethics, Springer, vol. 188(2), pages 259-279, November.
    20. Fan, Lin & Wang, Jiali & Lin, Zhongguo & Du, Huibin, 2025. "Official environmental credit evaluation and corporate debt concentration," International Review of Financial Analysis, Elsevier, vol. 104(PA).

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    JEL classification:

    • E0 - Macroeconomics and Monetary Economics - - General
    • Q5 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:pra:mprapa:127543. 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: Joachim Winter (email available below). General contact details of provider: https://edirc.repec.org/data/vfmunde.html .

    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.