IDEAS home Printed from https://ideas.repec.org/p/ags/aaea26/404344.html

Heat Shocks and Agricultural Loan Repayment

Author

Listed:
  • Jaromczyk, Jerzy
  • Ifft, Jennifer
  • Ortiz-Bobea, Ariel

Abstract

A growing literature documents how extreme weather and climate change affect farmers directly. Much less is known about how these shocks propagate to the institutions that finance and service them. In this study we exploit year-to-year fluctuations in heat shocks on farming activities to quantify their effect on loan repayment. While heat shocks have large effects on agricultural output, we find the effects on repayment capacity are very small, at worst. We find no statistical evidence of a one-year heat shock affecting delinquency rates and estimate that a two-year uniform 1◦C increase only increases delinquency rates by approximately 3% of its standard deviation. We explore the underlying mechanisms that explain this small result and rule out various other possible explanations, including aggregation and attenuation biases. These results suggest the important role that robust buffering mechanisms and lender forbearance play in minimizing the transmission of climate-related physical risk to the financial sector.

Suggested Citation

  • Jaromczyk, Jerzy & Ifft, Jennifer & Ortiz-Bobea, Ariel, 2026. "Heat Shocks and Agricultural Loan Repayment," 2026 Annual Meeting, July 26 - 28, 2026, Kansas City, Missouri 404344, Agricultural and Applied Economics Association.
  • Handle: RePEc:ags:aaea26:404344
    DOI: 10.22004/ag.econ.404344
    as

    Download full text from publisher

    File URL: https://ageconsearch.umn.edu/record/404344/files/20260724_jzj_jei_aob_heat_and_del.pdf
    Download Restriction: no

    File URL: https://libkey.io/10.22004/ag.econ.404344?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. Joshua Graff Zivin & Matthew Neidell, 2014. "Temperature and the Allocation of Time: Implications for Climate Change," Journal of Labor Economics, University of Chicago Press, vol. 32(1), pages 1-26.
    2. Allen M. Featherstone & Laura M. Roessler & Peter J. Barry, 2006. "Determining the Probability of Default and Risk-Rating Class for Loans in the Seventh Farm Credit District Portfolio," Review of Agricultural Economics, Agricultural and Applied Economics Association, vol. 28(1), pages 4-23.
    3. Murray Z. Frank & Vidhan K. Goyal, 2009. "Capital Structure Decisions: Which Factors Are Reliably Important?," Financial Management, Financial Management Association International, vol. 38(1), pages 1-37, March.
    4. Edward I. Altman, 1968. "Financial Ratios, Discriminant Analysis And The Prediction Of Corporate Bankruptcy," Journal of Finance, American Finance Association, vol. 23(4), pages 589-609, September.
    5. Ashok K. Mishra & Barry K. Goodwin, 1997. "Farm Income Variability and the Supply of Off-Farm Labor," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 79(3), pages 880-887.
    6. Marshall Burke & Solomon M. Hsiang & Edward Miguel, 2015. "Global non-linear effect of temperature on economic production," Nature, Nature, vol. 527(7577), pages 235-239, November.
    7. Michael R. Langemeier & George F. Patrick, 1990. "Farmers' Marginal Propensity to Consume: An Application to Illinois Grain Farms," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 72(2), pages 309-316.
    8. Burke, Marshall & Hsiang, Solomon M & Miguel, Edward, 2015. "Global non-linear effect of temperature on economic production," Department of Economics, Working Paper Series qt3g72r0zv, Department of Economics, Institute for Business and Economic Research, UC Berkeley.
    9. Noth, Felix & Schüwer, Ulrich, 2023. "Natural disasters and bank stability: Evidence from the U.S. financial system," Journal of Environmental Economics and Management, Elsevier, vol. 119(C).
    10. Marshall Burke & Kyle Emerick, 2016. "Adaptation to Climate Change: Evidence from US Agriculture," American Economic Journal: Economic Policy, American Economic Association, vol. 8(3), pages 106-140, August.
    11. Anthony C. Fisher & W. Michael Hanemann & Michael J. Roberts & Wolfram Schlenker, 2012. "The Economic Impacts of Climate Change: Evidence from Agricultural Output and Random Fluctuations in Weather: Comment," American Economic Review, American Economic Association, vol. 102(7), pages 3749-3760, December.
    12. Robert Dinterman & Ani L. Katchova & James Michael Harris, 2018. "Financial stress and farm bankruptcies in US agriculture," Agricultural Finance Review, Emerald Group Publishing Limited, vol. 78(4), pages 441-456, February.
    13. Ohlson, Ja, 1980. "Financial Ratios And The Probabilistic Prediction Of Bankruptcy," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 18(1), pages 109-131.
    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. Kim, Dukpa & Kim, Yun Jung, 2025. "Macroeconomic impacts of climate change: A semi-structural analysis of unexpected weather conditions in Korea," Economic Modelling, Elsevier, vol. 151(C).
    2. Jefferson Muñoz & Alex Perez & Jaime Carabali, 2025. "Choques climáticos, productividad y desempeño de las firmas de la industria manufacturera en Colombia," Borradores de Economia 1298, Banco de la Republica de Colombia.
    3. Kaixing Huang & Qianqian Hong, 2024. "The impact of global warming on obesity," Journal of Population Economics, Springer;European Society for Population Economics, vol. 37(3), pages 1-32, September.
    4. Jefferson Muñoz & Alex Pérez & Jaime Carabali & Guillermo Buenaventura, 2026. "Weather shocks, productivity, and performance of manufacturing firms in Colombia," Empirical Economics, Springer, vol. 70(3), pages 1-28, March.
    5. Mário Santiago Céu & Raquel Medeiros Gaspar, 2022. "Vegetative cycle and bankruptcy predictors of agricultural firms," Agricultural Economics, Czech Academy of Agricultural Sciences, vol. 68(12), pages 445-454.
    6. Zhang, Huiming & Zhang, Aixin & Wu, Kai & Cai, Yinyin & Qiu, Yueming (Lucy) & Wang, Shouyang & Wang, Weiwei & Zhao, Yongfan, 2025. "Unequal impacts of temperature deviations on poverty:International Evidence," Structural Change and Economic Dynamics, Elsevier, vol. 74(C), pages 970-990.
    7. Huang, Kaixing & Zhao, Hong & Huang, Jikun & Wang, Jinxia & Findlay, Christopher, 2020. "The impact of climate change on the labor allocation: Empirical evidence from China," Journal of Environmental Economics and Management, Elsevier, vol. 104(C).
    8. Cascarano, Michele & Natoli, Filippo & Petrella, Andrea, 2025. "Entry, exit, and market structure in a changing climate," European Economic Review, Elsevier, vol. 176(C).
    9. Tarsia, Romano, 2024. "Heterogeneous effects of weather shocks on firm economic performance," LSE Research Online Documents on Economics 124251, London School of Economics and Political Science, LSE Library.
    10. Kumar, Naveen & Maiti, Dibyendu, 2026. "Economic Impact of Global Warming in India: An Updated Review of Methods, Policies, and Recent Empirical Literature," SocArXiv 4dhy6_v1, Center for Open Science.
    11. Chen, Zhenzhu & Li, Li & Tang, Yao, 2024. "Weather, credit, and economic fluctuations: Evidence from China," Journal of Economic Behavior & Organization, Elsevier, vol. 221(C), pages 406-422.
    12. Liu, Xinheng & Lv, Shumei & Yang, Xin & Cao, Jie & Huang, Chuangxia, 2025. "Extreme temperature shocks and firms’ financial distress," International Review of Economics & Finance, Elsevier, vol. 98(C).
    13. Jacopo Ponticelli & Qiping Xu & Stefan Zeume, 2023. "Temperature and Local Industry Concentration," Working Papers 23-51, Center for Economic Studies, U.S. Census Bureau.
    14. Acevedo, Sebastian & Mrkaic, Mico & Novta, Natalija & Pugacheva, Evgenia & Topalova, Petia, 2020. "The Effects of Weather Shocks on Economic Activity: What are the Channels of Impact?," Journal of Macroeconomics, Elsevier, vol. 65(C).
    15. Tabe-Ojong, Martin Paul Jr. & Kakpo, Ange T. & Lokossou, Jourdain C., 2026. "Turning up the heat: Extreme heat and labor implications in West Africa," Journal of Development Economics, Elsevier, vol. 179(C).
    16. Manuel Linsenmeier & Ben Groom & Sefi Roth, 2026. "Economic specialization and heterogeneous temperature-economy relationships suggest net costs of climate change in Europe," Nature Communications, Nature, vol. 17(1), pages 1-10, December.
    17. Lehr, Jakob & Rehdanz, Katrin, 2024. "The effect of temperature on energy related CO2 emissions and economic performance in German industry," Energy Economics, Elsevier, vol. 138(C).
    18. Emiliano Basco & Diego Elías & Maximiliano Gómez Aguirre & Luciana Pastore, 2025. "Soybean yield prediction in Argentina using climate data," BIS Working Papers 1278, Bank for International Settlements.
    19. Arellano-González, Jesús & Juárez-Torres, Miriam, 2026. "Temperature and quarterly economic activity: panel data evidence from Mexico," Environment and Development Economics, Cambridge University Press, vol. 31(2-3), pages 96-116, April.
    20. Kempa, Karol, 2026. "Physical climate risk and the pricing of bank loans," Journal of Environmental Economics and Management, Elsevier, vol. 137(C).

    More about this item

    Keywords

    ;
    ;

    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:ags:aaea26:404344. 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: AgEcon Search (email available below). General contact details of provider: https://edirc.repec.org/data/aaeaaea.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.