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Wildfire cashflow shocks

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  • Dreher, Ferdinand
  • Marques, Bernardo P.

Abstract

This paper studies the impact on cashflows and financial decisions of firms affected by wildfires, focusing on the wildfires that occurred in Portugal in 2017. Using establishment-level data from the hotel industry combined with geospatial information on wildfire proximity and land use, we employ a difference-in-differences approach to study both directly and indirectly affected firms. Our findings reveal that firms with direct damages from the wildfires recorded, on average, a 43% drop in revenues in 2018, while indirectly affected firms with a high share of burned area within a 1 km radius suffered a 24% drop. These cashflow shocks triggered distinct financial responses: directly affected hotels increased their reliance on long-term debt and coupled tangible asset investments with additional cash reserves, whereas indirectly affected firms reduced tangible investments and cash holdings. This divergence aligns with both real-options and reference-dependent risk preferences theories, reflecting the option to wait before investing and the shift in business fundamentals relative to the pre-disaster reference points. JEL Classification: G30, G31, G32, G38

Suggested Citation

  • Dreher, Ferdinand & Marques, Bernardo P., 2026. "Wildfire cashflow shocks," Working Paper Series 3231, European Central Bank.
  • Handle: RePEc:ecb:ecbwps:20263231
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    References listed on IDEAS

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    1. Thanh D. Huynh & Ying Xia, 2023. "Panic Selling When Disaster Strikes: Evidence in the Bond and Stock Markets," Management Science, INFORMS, vol. 69(12), pages 7448-7467, December.
    2. Vasco M Carvalho & Makoto Nirei & Yukiko U Saito & Alireza Tahbaz-Salehi, 2021. "Supply Chain Disruptions: Evidence from the Great East Japan Earthquake," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 136(2), pages 1255-1321.
    3. Jensen, Michael C. & Meckling, William H., 2008. "Theory of the firm: managerial behavior, agency costs and ownership structure," RAE - Revista de Administração de Empresas, FGV-EAESP Escola de Administração de Empresas de São Paulo (Brazil), vol. 48(2), April.
    4. Pedro Bordalo & Nicola Gennaioli & Andrei Shleifer, 2012. "Salience Theory of Choice Under Risk," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 127(3), pages 1243-1285.
    5. Jean-Noël Barrot & Julien Sauvagnat, 2016. "Input Specificity and the Propagation of Idiosyncratic Shocks in Production Networks," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(3), pages 1543-1592.
    6. G. Andrew Karolyi & John Tobin‐de la Puente, 2023. "Biodiversity finance: A call for research into financing nature," Financial Management, Financial Management Association International, vol. 52(2), pages 231-251, June.
    7. Otrachshenko, Vladimir & Nunes, Luis C., 2022. "Fire takes no vacation: impact of fires on tourism," Environment and Development Economics, Cambridge University Press, vol. 27(1), pages 86-101, February.
    8. Thapa, Brijesh & Cahyanto, Ignatius & Holland, Stephen M. & Absher, James D., 2013. "Wildfires and tourist behaviors in Florida," Tourism Management, Elsevier, vol. 36(C), pages 284-292.
    9. Benjamin Faber & Cecile Gaubert, 2019. "Tourism and Economic Development: Evidence from Mexico's Coastline," American Economic Review, American Economic Association, vol. 109(6), pages 2245-2293, June.
    10. Jakob Munch & Georg Schaur, 2018. "The Effect of Export Promotion on Firm-Level Performance," American Economic Journal: Economic Policy, American Economic Association, vol. 10(1), pages 357-387, February.
    11. Siamak Javadi & Abdullah‐Al Masum & Mohsen Aram & Ramesh P. Rao, 2023. "Climate change and corporate cash holdings: Global evidence," Financial Management, Financial Management Association International, vol. 52(2), pages 253-295, June.
    12. Diamond, Douglas W, 1991. "Monitoring and Reputation: The Choice between Bank Loans and Directly Placed Debt," Journal of Political Economy, University of Chicago Press, vol. 99(4), pages 689-721, August.
    13. James R. Brown & Matthew T. Gustafson & Ivan T. Ivanov, 2021. "Weathering Cash Flow Shocks," Journal of Finance, American Finance Association, vol. 76(4), pages 1731-1772, August.
    14. Hunt, Len M. & Boxall, Peter & Englin, Jeffrey & Haider, Wolfgang, 2005. "Remote tourism and forest management: a spatial hedonic analysis," Ecological Economics, Elsevier, vol. 53(1), pages 101-113, April.
    15. Ivan T. Ivanov & Marco Macchiavelli & João A. C. Santos, 2022. "Bank lending networks and the propagation of natural disasters," Financial Management, Financial Management Association International, vol. 51(3), pages 903-927, September.
    16. Giulio Cainelli & Andrea Fracasso & Giuseppe Vittucci Marzetti, 2018. "Natural Disasters and Firm Resilience in Italian Industrial Districts," Advances in Spatial Science, in: Fiorenza Belussi & Jose-Luis Hervas-Oliver (ed.), Agglomeration and Firm Performance, pages 223-243, Springer.
    17. Robert McDonald & Daniel Siegel, 1986. "The Value of Waiting to Invest," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 101(4), pages 707-727.
    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. Black, Fischer & Scholes, Myron S, 1973. "The Pricing of Options and Corporate Liabilities," Journal of Political Economy, University of Chicago Press, vol. 81(3), pages 637-654, May-June.
    20. Cooper, Ilan & Priestley, Richard, 2011. "Real investment and risk dynamics," Journal of Financial Economics, Elsevier, vol. 101(1), pages 182-205, July.
    21. Benjamin L. Collier & Andrew F. Haughwout & Howard C. Kunreuther & Erwann O. Michel‐Kerjan, 2020. "Firms’ Management of Infrequent Shocks," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 52(6), pages 1329-1359, September.
    22. Henry He Huang & Joseph Kerstein & Chong Wang, 2018. "The impact of climate risk on firm performance and financing choices: An international comparison," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 49(5), pages 633-656, July.
    23. Charles H. Fine & Robert M. Freund, 1990. "Optimal Investment in Product-Flexible Manufacturing Capacity," Management Science, INFORMS, vol. 36(4), pages 449-466, April.
    24. Alogoskoufis, Spyros & Dunz, Nepomuk & Emambakhsh, Tina & Hennig, Tristan & Kaijser, Michiel & Kouratzoglou, Charalampos & Muñoz, Manuel A. & Parisi, Laura & Salleo, Carmelo, 2021. "ECB’s economy-wide climate stress test," Occasional Paper Series 281, European Central Bank.
    25. Brantly Callaway & Andrew Goodman-Bacon & Pedro H. C. Sant'Anna, 2021. "Difference-in-Differences with a Continuous Treatment," Papers 2107.02637, arXiv.org, revised Dec 2025.
    26. Arash Modaresi Rad & John T. Abatzoglou & Jason Kreitler & Mohammad Reza Alizadeh & Amir AghaKouchak & Nicholas Hudyma & Nicholas J. Nauslar & Mojtaba Sadegh, 2023. "Human and infrastructure exposure to large wildfires in the United States," Nature Sustainability, Nature, vol. 6(11), pages 1343-1351, November.
    27. Nicholas C. Barberis, 2013. "Thirty Years of Prospect Theory in Economics: A Review and Assessment," Journal of Economic Perspectives, American Economic Association, vol. 27(1), pages 173-196, Winter.
    28. Wang, Yuhan & Lewis, David J., 2024. "Wildfires and climate change have lowered the economic value of western U.S. forests by altering risk expectations," Journal of Environmental Economics and Management, Elsevier, vol. 123(C).
    29. Bhoj Raj Khanal & Christopher Gan & Susanne Becken, 2014. "Tourism Inter-Industry Linkages in the Lao PDR Economy: An Input—Output Analysis," Tourism Economics, , vol. 20(1), pages 171-194, February.
    30. Custódio, Cláudia & Ferreira, Miguel A. & Laureano, Luís, 2013. "Why are US firms using more short-term debt?," Journal of Financial Economics, Elsevier, vol. 108(1), pages 182-212.
    31. Botond Koszegi & Matthew Rabin, 2007. "Reference-Dependent Risk Attitudes," American Economic Review, American Economic Association, vol. 97(4), pages 1047-1073, September.
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    Keywords

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    JEL classification:

    • G30 - Financial Economics - - Corporate Finance and Governance - - - General
    • G31 - Financial Economics - - Corporate Finance and Governance - - - Capital Budgeting; Fixed Investment and Inventory Studies
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
    • G38 - Financial Economics - - Corporate Finance and Governance - - - Government Policy and Regulation

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