IDEAS home Printed from https://ideas.repec.org/a/eee/finlet/v92y2026ics1544612326001224.html

Abnormal weather shocks and US state level municipal bond returns

Author

Listed:
  • Cepni, Oguzhan
  • Can, Ufuk
  • Aysan, Ahmet Faruk

Abstract

This paper investigates how abnormal weather shocks influence U.S. state-level municipal bond returns, offering evidence on the pricing of climate risk in local public debt markets. Using a composite index of standardized weather anomalies and a panel local projections framework, we find delayed but persistent negative effects of abnormal weather shocks on municipal bond returns. Returns remain stable initially but decline by about 35 basis points after four to six months and by 40 basis points after one year, indicating gradual repricing as fiscal and credit conditions adjust. Furthermore, we document partisan asymmetries: bonds issued by Republican-led states exhibit sharper short-term declines, reflecting weaker climate policies and adaptation efforts. Over the medium term, the effects converge across states, suggesting that abnormal weather shocks ultimately impose real and widespread fiscal costs on municipalities, regardless of political orientation.

Suggested Citation

  • Cepni, Oguzhan & Can, Ufuk & Aysan, Ahmet Faruk, 2026. "Abnormal weather shocks and US state level municipal bond returns," Finance Research Letters, Elsevier, vol. 92(C).
  • Handle: RePEc:eee:finlet:v:92:y:2026:i:c:s1544612326001224
    DOI: 10.1016/j.frl.2026.109591
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1544612326001224
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.frl.2026.109591?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
    ---><---

    As the access to this document is restricted, you may want to

    for a different version of it.

    References listed on IDEAS

    as
    1. Ma, Dandan & Zhang, Yunhan & Ji, Qiang & Zhao, Wan-Li & Zhai, Pengxiang, 2024. "Heterogeneous impacts of climate change news on China's financial markets," International Review of Financial Analysis, Elsevier, vol. 91(C).
    2. Joshua A. Basseches & Rebecca Bromley-Trujillo & Maxwell T. Boykoff & Trevor Culhane & Galen Hall & Noel Healy & David J. Hess & David Hsu & Rachel M. Krause & Harland Prechel & J. Timmons Roberts & J, 2022. "Climate policy conflict in the U.S. states: a critical review and way forward," Climatic Change, Springer, vol. 170(3), pages 1-24, February.
    3. Darwin Choi & Zhenyu Gao & Wenxi Jiang, 2020. "Attention to Global Warming," The Review of Financial Studies, Society for Financial Studies, vol. 33(3), pages 1112-1145.
    4. Polat, Onur & Gupta, Rangan & Cepni, Oguzhan & Ji, Qiang, 2024. "Can municipal bonds hedge US state-level climate risks?," Finance Research Letters, Elsevier, vol. 67(PB).
    5. Panetsidou, Styliani & Synapis, Angelos, 2025. "Do markets react to weather? Stock price reactions to weather alerts," Economics Letters, Elsevier, vol. 255(C).
    6. Po‐Hsuan Hsu & Kai Li & Chi‐Yang Tsou, 2023. "The Pollution Premium," Journal of Finance, American Finance Association, vol. 78(3), pages 1343-1392, June.
    7. Chen, Yajie & Guo, Kun & Ji, Qiang & Zhang, Dayong, 2023. "“Not all climate risks are alike”: Heterogeneous responses of financial firms to natural disasters in China," Finance Research Letters, Elsevier, vol. 52(C).
    8. Jing Cynthia Wu & Fan Dora Xia, 2016. "Measuring the Macroeconomic Impact of Monetary Policy at the Zero Lower Bound," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 48(2-3), pages 253-291, March.
    9. Pengxiang Zhai & Ying Fan & Qiang Ji & Yan-Ran Ma, 2024. "Climate Risks And Financial Markets: A Review Of The Literature," Climate Change Economics (CCE), World Scientific Publishing Co. Pte. Ltd., vol. 15(04), pages 1-25, November.
    10. Zhang, Si Ying, 2022. "Are investors sensitive to climate-related transition and physical risks? Evidence from global stock markets," Research in International Business and Finance, Elsevier, vol. 62(C).
    11. Aruoba, S. BoraÄŸan & Diebold, Francis X. & Scotti, Chiara, 2009. "Real-Time Measurement of Business Conditions," Journal of Business & Economic Statistics, American Statistical Association, vol. 27(4), pages 417-427.
    12. Nicholas Stern, 2008. "The Economics of Climate Change," American Economic Review, American Economic Association, vol. 98(2), pages 1-37, May.
    13. Mehmet Balcilar & David Gabauer & Rangan Gupta & Christian Pierdzioch, 2023. "Climate Risks and Forecasting Stock Market Returns in Advanced Economies over a Century," Mathematics, MDPI, vol. 11(9), pages 1-21, April.
    14. 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.
    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. Elie Bouri & Tom L. Dudda & Lavinia Rognone & Thomas Walther, 2025. "Climate risk and the nexus of clean energy and technology stocks," Annals of Operations Research, Springer, vol. 347(1), pages 445-469, April.
    2. 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).
    3. Wan, Wei & Lee, Chien-Chiang & Liu, Hao, 2026. "Intertemporal hedging and the carbon beta premium: Insights from Chinese corporate bonds," Energy Economics, Elsevier, vol. 153(C).
    4. Polat, Onur & Gupta, Rangan & Cepni, Oguzhan & Ji, Qiang, 2024. "Can municipal bonds hedge US state-level climate risks?," Finance Research Letters, Elsevier, vol. 67(PB).
    5. Zhou, Mingtao & Ma, Yong, 2025. "Climate risk and predictability of global stock market volatility," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 101(C).
    6. 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).
    7. Li, Jie & Han, Yingwei, 2025. "Nonlinear hedging climate policy uncertainty: A dynamic mixed copula approach," Economic Modelling, Elsevier, vol. 151(C).
    8. Ströbel, Johannes & Wurgler, Jeffrey, 2021. "What do you think about climate finance?," CEPR Discussion Papers 16622, Centre for Economic Policy Research.
    9. Kim, Incheol & Lee, Suin & Ryou, Jiwoo, 2024. "Does climate risk influence analyst forecast accuracy?," Journal of Financial Stability, Elsevier, vol. 75(C).
    10. Zhou, Mingtao & Ma, Yong, 2025. "Physical vs. Transition climate risks: Asymmetric effects on stock return predictability," International Review of Financial Analysis, Elsevier, vol. 104(PA).
    11. Reghezza, Alessio & Altunbas, Yener & Marques-Ibanez, David & Rodriguez d’Acri, Costanza & Spaggiari, Martina, 2022. "Do banks fuel climate change?," Journal of Financial Stability, Elsevier, vol. 62(C).
    12. Liu, Hao & Lin, Chuyin, 2023. "Climate change news risk and corporate bond returns in China," Finance Research Letters, Elsevier, vol. 58(PC).
    13. Xiaolu Hu & Angel Zhong & Youdan Cao & Wenlan Wang, 2024. "The impact of air pollution on cost of debt: Evidence from corporate bond markets," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 64(4), pages 3495-3533, December.
    14. Wang Gao & Jiajia Wei & Shixiong Yang, 2023. "The Asymmetric Effects of Extreme Climate Risk Perception on Coal Futures Return Dynamics: Evidence from Nonparametric Causality-In-Quantiles Tests," Sustainability, MDPI, vol. 15(10), pages 1-19, May.
    15. Ji, Qiang & Ma, Dandan & Zhai, Pengxiang & Fan, Ying & Zhang, Dayong, 2024. "Global climate policy uncertainty and financial markets," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 95(C).
    16. Hao Dong & Tao Li, 2023. "Climate Economics and Finance: A Literature Review," Climate Economics and Finance, Anser Press, vol. 1(1), pages 29-45, November.
    17. Foglia, Matteo & Plakandaras, Vasilios & Gupta, Rangan & Ji, Qiang, 2025. "Long-span multi-layer spillovers between moments of advanced equity markets: The role of climate risks," Research in International Business and Finance, Elsevier, vol. 74(C).
    18. Viet Anh Dang & Ning Gao & Tiancheng Yu, 2023. "Climate Policy Risk and Corporate Financial Decisions: Evidence from the NO x Budget Trading Program," Management Science, INFORMS, vol. 69(12), pages 7517-7539, December.
    19. Ma, Yong & Zhou, Mingtao & Li, Shuaibing, 2024. "Weathering market swings: Does climate risk matter for agricultural commodity price predictability?," Journal of Commodity Markets, Elsevier, vol. 36(C).
    20. Eom, Yunsung & Kang, Young Dae & Sohn, Wook, 2024. "Is the Korean green premium in equilibrium?," International Review of Economics & Finance, Elsevier, vol. 92(C), pages 245-260.

    More about this item

    Keywords

    ;
    ;
    ;

    JEL classification:

    • C22 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes
    • C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes; State Space Models
    • G10 - Financial Economics - - General Financial Markets - - - General (includes Measurement and Data)
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • Q54 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Climate; Natural Disasters and their Management; Global Warming

    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:eee:finlet:v:92:y:2026:i:c:s1544612326001224. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/frl .

    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.