IDEAS home Printed from https://ideas.repec.org/p/rug/rugwps/25-1129.html

The Impact of Wildfires on Loss Given Default: Evidence from Defaulted Consumer Credits

Author

Listed:
  • Walter Distaso
  • Wolfgang Lefever

  • Angelo Luisi
  • Francesco Roccazzella

Abstract

Research on natural disasters and credit risk mainly focuses on default probabilities. However, post-default outcomes remain largely unexplored, making the overall impact on credit losses unclear. We address this gap by providing novel empirical evidence on the impact of wildfires on credit losses through the loss given default channel. Exploiting the richness of a proprietary database on defaulted consumer credits in Italy, we determine granular wildfires exposures using satellite-based geospatial data on burned areas. We document a robust negative relationship between wildfire exposure during the post-default recovery period and realized recovery rates. This identifies a loss given default mechanism that complements existing evidence on default risk. The effect is heterogeneous: it is stronger when a larger share of agricultural land is burned and, consistent with evidence that natural disasters affect financially fragile households more severely, further amplified by local socioeconomic vulnerability. These findings call for integrating climate considerations into credit risk management beyond default risk.

Suggested Citation

  • Walter Distaso & Wolfgang Lefever & Angelo Luisi & Francesco Roccazzella, 2025. "The Impact of Wildfires on Loss Given Default: Evidence from Defaulted Consumer Credits," Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium 25/1129, Ghent University, Faculty of Economics and Business Administration.
  • Handle: RePEc:rug:rugwps:25/1129
    as

    Download full text from publisher

    File URL: http://wps-feb.ugent.be/Papers/wp_25_1129.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Calabrese, Raffaella & Dombrowski, Timothy & Mandel, Antoine & Pace, R. Kelley & Zanin, Luca, 2024. "Impacts of extreme weather events on mortgage risks and their evolution under climate change: A case study on Florida," European Journal of Operational Research, Elsevier, vol. 314(1), pages 377-392.
    2. Axel Bronstert, 2003. "Floods and Climate Change: Interactions and Impacts," Risk Analysis, John Wiley & Sons, vol. 23(3), pages 545-557, June.
    3. Caroline Ratcliffe & William Congdon & Daniel Teles & Alexandra Stanczyk & Carlos Martín, 2020. "From Bad to Worse: Natural Disasters and Financial Health," Journal of Housing Research, Taylor & Francis Journals, vol. 29(S1), pages 25-53, December.
    4. Woongchan Jeon & Lint Barrage & Kieran James Walsh, 2024. "Pricing Climate Risks: Evidence from Wildfires and Municipal Bonds," CESifo Working Paper Series 11447, CESifo.
    5. Tatyana Deryugina, 2022. "Economic effects of natural disasters," World of Labour, LISER, pages 493-493, April.
    6. Johar, Meliyanni & Johnston, David W. & Shields, Michael A. & Siminski, Peter & Stavrunova, Olena, 2022. "The economic impacts of direct natural disaster exposure," Journal of Economic Behavior & Organization, Elsevier, vol. 196(C), pages 26-39.
    7. Justin Gallagher & Daniel Hartley, 2017. "Household Finance after a Natural Disaster: The Case of Hurricane Katrina," American Economic Journal: Economic Policy, American Economic Association, vol. 9(3), pages 199-228, August.
    8. Carolyn Kousky & Mark Palim & Ying Pan, 2020. "Flood Damage and Mortgage Credit Risk: A Case Study of Hurricane Harvey," Journal of Housing Research, Taylor & Francis Journals, vol. 29(S1), pages 86-120, December.
    9. Marco Turco & Maria-Carmen Llasat & Jost Hardenberg & Antonello Provenzale, 2014. "Climate change impacts on wildfires in a Mediterranean environment," Climatic Change, Springer, vol. 125(3), pages 369-380, August.
    10. Johnston, David W. & Önder, Yasin Kürşat & Rahman, Muhammad Habibur & Ulubaşoğlu, Mehmet A., 2021. "Evaluating wildfire exposure: Using wellbeing data to estimate and value the impacts of wildfire," Journal of Economic Behavior & Organization, Elsevier, vol. 192(C), pages 782-798.
    11. Fedaseyeu, Viktar, 2020. "Debt collection agencies and the supply of consumer credit," Journal of Financial Economics, Elsevier, vol. 138(1), pages 193-221.
    12. Yanjun (Penny) Liao & Carolyn Kousky, 2022. "The Fiscal Impacts of Wildfires on California Municipalities," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 9(3), pages 455-493.
    13. Viktar Fedaseyeu, 2012. "Debt Collection Agencies and the Supply of Consumer Credit," Working Papers 442, IGIER (Innocenzo Gasparini Institute for Economic Research), Bocconi University.
    14. del Valle, Alejandro & Scharlemann, Therese & Shore, Stephen, 2024. "Household Financial Decision-Making After Natural Disasters: Evidence from Hurricane Harvey," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 59(5), pages 2459-2485, August.
    15. Tchai Tavor, 2024. "Assessing the financial impacts of significant wildfires on US capital markets: sectoral analysis," Empirical Economics, Springer, vol. 67(3), pages 1115-1148, September.
    16. Justin Contat & Carrie Hopkins & Luis Mejia & Matthew Suandi, 2024. "When climate meets real estate: A survey of the literature," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 52(3), pages 618-659, May.
    17. Distaso, Walter & Roccazzella, Francesco & Vrins, Frédéric, 2025. "Business cycle and realized losses in the consumer credit industry," European Journal of Operational Research, Elsevier, vol. 323(3), pages 1024-1039.
    18. Meier, Sarah & Elliott, Robert J.R. & Strobl, Eric, 2023. "The regional economic impact of wildfires: Evidence from Southern Europe," Journal of Environmental Economics and Management, Elsevier, vol. 118(C).
    19. Justin Gallagher & Daniel Hartley & Shawn Rohlin, 2023. "Weathering an Unexpected Financial Shock: The Role of Federal Disaster Assistance on Household Finance and Business Survival," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 10(2), pages 525-567.
    20. Jeffrey A. Groen & Mark J. Kutzbach & Anne E. Polivka, 2020. "Storms and Jobs: The Effect of Hurricanes on Individuals’ Employment and Earnings over the Long Term," Journal of Labor Economics, University of Chicago Press, vol. 38(3), pages 653-685.
    21. Cortés, Kristle Romero & Strahan, Philip E., 2017. "Tracing out capital flows: How financially integrated banks respond to natural disasters," Journal of Financial Economics, Elsevier, vol. 125(1), pages 182-199.
    22. 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.
    23. Rego, Francisco & Louro, Graça & Constantino, Luís, 2013. "The impact of changing wildfire regimes on wood availability from Portuguese forests," Forest Policy and Economics, Elsevier, vol. 29(C), pages 56-61.
    24. Bellotti, Tony & Crook, Jonathan, 2012. "Loss given default models incorporating macroeconomic variables for credit cards," International Journal of Forecasting, Elsevier, vol. 28(1), pages 171-182.
    25. Phan, Toàn & Schwartzman, Felipe, 2024. "Climate defaults and financial adaptation," European Economic Review, Elsevier, vol. 170(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. Justin Contat & Carrie Hopkins & Luis Mejia & Matthew Suandi, 2024. "When climate meets real estate: A survey of the literature," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 52(3), pages 618-659, May.
    2. Christa Gibbs & Benedict Guttman-Kenney & Donghoon Lee & Scott Nelson & Wilbert van der Klaauw & Jialan Wang, 2025. "Consumer Credit Reporting Data," Journal of Economic Literature, American Economic Association, vol. 63(2), pages 598-636, June.
    3. Clò, Stefano & David, Francesco & Segoni, Samuele, 2024. "The impact of hydrogeological events on firms: Evidence from Italy," Journal of Environmental Economics and Management, Elsevier, vol. 124(C).
    4. Stefano Clò & Francesco David & Samuele Segoni, 2024. "The impact of hydrogeological events on firms: evidence from Italy," Temi di discussione (Economic working papers) 1451, Bank of Italy, Economic Research and International Relations Area.
    5. Distaso, Walter & Roccazzella, Francesco & Vrins, Frédéric, 2025. "Business cycle and realized losses in the consumer credit industry," European Journal of Operational Research, Elsevier, vol. 323(3), pages 1024-1039.
    6. Xuesong You & Carolyn Kousky, 2024. "Improving household and community disaster recovery: Evidence on the role of insurance," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 91(2), pages 299-338, June.
    7. Jerch, Rhiannon & Kahn, Matthew E. & Lin, Gary C., 2023. "Local public finance dynamics and hurricane shocks," Journal of Urban Economics, Elsevier, vol. 134(C).
    8. Settle, Antonia & Zilio, Federico & Mistica, Meladel & Nattala, Usha, 2025. "Climate-related disaster risk in Australia: Are risks higher for disadvantaged households?," Ecological Economics, Elsevier, vol. 236(C).
    9. Kakuho Furukawa & Hibiki Ichiue & Noriyuki Shiraki, 2025. "How Does Climate Change Interact with the Financial System?," Monetary and Economic Studies, Institute for Monetary and Economic Studies, Bank of Japan, vol. 43, pages 61-94, November.
    10. Kucuk, Merve & Ulubasoglu, Mehmet, 2024. "Paying income tax after a natural disaster," Journal of Environmental Economics and Management, Elsevier, vol. 128(C).
    11. Caroline Hopkins & Alexandra Marr & November Wilson, 2024. "How Does Mortgage Performance Vary Across Borrower Demographics Following a Hurricane?," FHFA Staff Working Papers 24-09, Federal Housing Finance Agency.
    12. Chuanrong Zhang & Xinba Li, 2025. "AI-Enhanced Remote Sensing of Land Transformations for Climate-Related Financial Risk Assessment in Housing Markets: A Review," Land, MDPI, vol. 14(8), pages 1-39, August.
    13. Nguyen, Ha Trong & Mitrou, Francis, 2025. "Natural disasters and the demand for health insurance," Journal of Environmental Economics and Management, Elsevier, vol. 130(C).
    14. Xudong An & Stuart A. Gabriel & Nitzan Tzur-Ilan, 2026. "The Effects of Wildfire and Distant Air Pollution on Household Financial Well-Being," Working Papers 26-02, Federal Reserve Bank of Philadelphia.
    15. Natee Amornsiripanitch & Siddhartha Biswas & John Orellana & David Zink, 2024. "Flood Underinsurance," Working Papers 24-23, Federal Reserve Bank of Philadelphia.
    16. HanNa Lim & Su Hyun Shin & Hyunjung Ji, 2022. "The effect of natural disasters on household economic hardship during a pandemic," Journal of Consumer Affairs, Wiley Blackwell, vol. 56(4), pages 1525-1560, December.
    17. Meier, Sarah & Elliott, Robert J.R. & Strobl, Eric, 2023. "The regional economic impact of wildfires: Evidence from Southern Europe," Journal of Environmental Economics and Management, Elsevier, vol. 118(C).
    18. Agarwal, Sumit & Ghosh, Pulak & Zheng, Huanhuan, 2024. "Consumption response to a natural disaster: Evidence of price and income shocks from Chennai flood," Energy Economics, Elsevier, vol. 131(C).
    19. Vinzenz Peters, 2025. "How Banks are Impacted by and Mediate the Economic Consequences of Natural Disasters and Climate Shocks: A Review," De Economist, Springer, vol. 173(1), pages 47-85, March.
    20. Ryan, Alexander, 2025. "Financial Risks in Flooding: Bank Response to Climate-Induced Natural Disasters," 2025 AAEA & WAEA Joint Annual Meeting, July 27-29, 2025, Denver, CO 360730, Agricultural and Applied Economics Association.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    JEL classification:

    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G51 - Financial Economics - - Household Finance - - - Household Savings, Borrowing, Debt, and Wealth
    • Q54 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Climate; Natural Disasters and their Management; Global Warming

    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:rug:rugwps:25/1129. 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: Nathalie Verhaeghe (email available below). General contact details of provider: https://edirc.repec.org/data/ferugbe.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.