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European SMEs, Corporate Finance and Economic Resilience to Floods

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  • Flavio de Carolis
  • Vinzenz Peters

Abstract

We investigate how leverage and the debt maturity structure of SMEs influences their resilience to floods. Using a dataset of six million geo-coded firm-year observations across nine European countries and granular flood maps, we employ dynamic difference- in-differences estimators to assess the economic impacts of floods and the mediating effects of leverage and debt maturity. Our findings highlight a non-linear relationship between leverage and resilience. SMEs with high levels of short-term debt and low levels of long-term debt show more severe reductions in their post-flood employment growth.

Suggested Citation

  • Flavio de Carolis & Vinzenz Peters, 2025. "European SMEs, Corporate Finance and Economic Resilience to Floods," Working Papers 832, DNB.
  • Handle: RePEc:dnb:dnbwpp:832
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    1. Cathcart, Lara & Dufour, Alfonso & Rossi, Ludovico & Varotto, Simone, 2020. "The differential impact of leverage on the default risk of small and large firms," Journal of Corporate Finance, Elsevier, vol. 60(C).
    2. Clément de Chaisemartin & Xavier D'Haultfœuille, 2020. "Two-Way Fixed Effects Estimators with Heterogeneous Treatment Effects," American Economic Review, American Economic Association, vol. 110(9), pages 2964-2996, September.
    3. Eckstein, Zvi & van den Berg, Gerard J., 2007. "Empirical labor search: A survey," Journal of Econometrics, Elsevier, vol. 136(2), pages 531-564, February.
    4. Douglas W. Diamond & Zhiguo He, 2014. "A Theory of Debt Maturity: The Long and Short of Debt Overhang," Journal of Finance, American Finance Association, vol. 69(2), pages 719-762, April.
    5. Noth, Felix & Rehbein, Oliver, 2019. "Badly hurt? Natural disasters and direct firm effects," Finance Research Letters, Elsevier, vol. 28(C), pages 254-258.
    6. Alberto Abadie & Susan Athey & Guido W Imbens & Jeffrey M Wooldridge, 2023. "When Should You Adjust Standard Errors for Clustering?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 138(1), pages 1-35.
    7. Cao, Yifei & Whyte, Kemar, 2022. "Corporate Tax Shields and Capital Structure: Levelling the Playing Field in Debt vs Equity Finance," National Institute of Economic and Social Research (NIESR) Discussion Papers 542, National Institute of Economic and Social Research.
    8. Giordani, Paolo & Jacobson, Tor & Schedvin, Erik von & Villani, Mattias, 2014. "Taking the Twists into Account: Predicting Firm Bankruptcy Risk with Splines of Financial Ratios," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 49(4), pages 1071-1099, August.
    9. Berger, Allen N. & Udell, Gregory F., 2006. "A more complete conceptual framework for SME finance," Journal of Banking & Finance, Elsevier, vol. 30(11), pages 2945-2966, November.
    10. Belke, Ansgar & Haskamp, Ulrich & Setzer, Ralph, 2016. "Regional bank efficiency and its effect on regional growth in “normal” and “bad” times," Economic Modelling, Elsevier, vol. 58(C), pages 413-426.
    11. Cl'ement de Chaisemartin & Xavier D'Haultf{oe}uille, 2020. "Difference-in-Differences Estimators of Intertemporal Treatment Effects," Papers 2007.04267, arXiv.org, revised Dec 2024.
    12. Şebnem Kalemli-Özcan & Luc Laeven & David Moreno, 2022. "Debt Overhang, Rollover Risk, and Corporate Investment: Evidence from the European Crisis," Journal of the European Economic Association, European Economic Association, vol. 20(6), pages 2353-2395.
    13. Lazzaroni, Sara & van Bergeijk, Peter A.G., 2014. "Natural disasters' impact, factors of resilience and development: A meta-analysis of the macroeconomic literature," Ecological Economics, Elsevier, vol. 107(C), pages 333-346.
    14. Tatyana Deryugina, 2017. "The Fiscal Cost of Hurricanes: Disaster Aid versus Social Insurance," American Economic Journal: Economic Policy, American Economic Association, vol. 9(3), pages 168-198, August.
    15. W J Wouter Botzen & Olivier Deschenes & Mark Sanders, 2019. "The Economic Impacts of Natural Disasters: A Review of Models and Empirical Studies," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 13(2), pages 167-188.
    16. Meri Davlasheridze & Pinar C. Geylani, 2017. "Small Business vulnerability to floods and the effects of disaster loans," Small Business Economics, Springer, vol. 49(4), pages 865-888, December.
    17. Sumit Agarwal, 2010. "Distance and Private Information in Lending," The Review of Financial Studies, Society for Financial Studies, vol. 23(7), pages 2757-2788, July.
    18. Myers, Stewart C. & Majluf, Nicholas S., 1984. "Corporate financing and investment decisions when firms have information that investors do not have," Journal of Financial Economics, Elsevier, vol. 13(2), pages 187-221, June.
    19. Beck, Thorsten & Peltonen, Tuomas & Perotti, Enrico & Sánchez Serrano, Antonio & Suarez, Javier, 2023. "Corporate credit and leverage in the EU: recent evolution, main drivers and financial stability implications," Report of the Advisory Scientific Committee 14, European Systemic Risk Board.
    20. Kurt Schmidheiny & Sebastian Siegloch, 2023. "On event studies and distributed‐lags in two‐way fixed effects models: Identification, equivalence, and generalization," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 38(5), pages 695-713, August.
    21. Pelli, Martino & Tschopp, Jeanne & Bezmaternykh, Natalia & Eklou, Kodjovi M., 2023. "In the eye of the storm: Firms and capital destruction in India," Journal of Urban Economics, Elsevier, vol. 134(C).
    22. Merton, Robert C, 1974. "On the Pricing of Corporate Debt: The Risk Structure of Interest Rates," Journal of Finance, American Finance Association, vol. 29(2), pages 449-470, May.
    23. Duqi, Andi & McGowan, Danny & Onali, Enrico & Torluccio, Giuseppe, 2021. "Natural disasters and economic growth: The role of banking market structure," Journal of Corporate Finance, Elsevier, vol. 71(C).
    24. Melissa Dell & Benjamin F. Jones & Benjamin A. Olken, 2014. "What Do We Learn from the Weather? The New Climate-Economy Literature," Journal of Economic Literature, American Economic Association, vol. 52(3), pages 740-798, September.
    25. Ferri, Giovanni & Murro, Pierluigi & Peruzzi, Valentina & Rotondi, Zeno, 2019. "Bank lending technologies and credit availability in Europe: What can we learn from the crisis?," Journal of International Money and Finance, Elsevier, vol. 95(C), pages 128-148.
    26. Andrea Leiter & Harald Oberhofer & Paul Raschky, 2009. "Creative Disasters? Flooding Effects on Capital, Labour and Productivity Within European Firms," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 43(3), pages 333-350, July.
    27. Şebnem Kalemli- Özcan & Bent E. Sørensen & Carolina Villegas-Sanchez & Vadym Volosovych & Sevcan Yeşiltaş, 2024. "How to Construct Nationally Representative Firm-Level Data from the Orbis Global Database: New Facts on SMEs and Aggregate Implications for Industry Concentration," American Economic Journal: Macroeconomics, American Economic Association, vol. 16(2), pages 353-374, April.
    28. Gregory F. Udell, 2020. "Sme Access To Finance And The Global Financial Crisis," Journal of Financial Management, Markets and Institutions (JFMMI), World Scientific Publishing Co. Pte. Ltd., vol. 8(01), pages 1-25, June.
    29. Demirgüç-Kunt, Asli & Martinez Peria, Maria Soledad & Tressel, Thierry, 2020. "The global financial crisis and the capital structure of firms: Was the impact more severe among SMEs and non-listed firms?," Journal of Corporate Finance, Elsevier, vol. 60(C).
    30. Callaway, Brantly & Sant’Anna, Pedro H.C., 2021. "Difference-in-Differences with multiple time periods," Journal of Econometrics, Elsevier, vol. 225(2), pages 200-230.
    31. Beck, Thorsten & Degryse, Hans & De Haas, Ralph & van Horen, Neeltje, 2018. "When arm's length is too far: Relationship banking over the credit cycle," Journal of Financial Economics, Elsevier, vol. 127(1), pages 174-196.
    32. Weiss, Amanda, 2024. "How Much Should We Trust Modern Difference-in-Differences Estimates?," OSF Preprints bqmws, Center for Open Science.
    33. Barbaglia, Luca & Fatica, Serena & Rho, Caterina, 2023. "Flooded credit markets: physical climate risk and small business lending," JRC Working Papers in Economics and Finance 2023-14, Joint Research Centre, European Commission.
    34. Vlado Kysucky & Lars Norden, 2016. "The Benefits of Relationship Lending in a Cross-Country Context: A Meta-Analysis," Management Science, INFORMS, vol. 62(1), pages 90-110, January.
    35. Beck, Thorsten & Demirgüç-Kunt, Asli & Maksimovic, Vojislav, 2008. "Financing patterns around the world: Are small firms different?," Journal of Financial Economics, Elsevier, vol. 89(3), pages 467-487, September.
    36. Traczynski, Jeffrey, 2017. "Firm Default Prediction: A Bayesian Model-Averaging Approach," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 52(3), pages 1211-1245, June.
    37. Berg, Gunhild & Schrader, Jan, 2012. "Access to credit, natural disasters, and relationship lending," Journal of Financial Intermediation, Elsevier, vol. 21(4), pages 549-568.
    38. Thomas K.J. McDermott & Frank Barry & Richard S.J. Tol, 2014. "Disasters and development: natural disasters, credit constraints, and economic growth," Oxford Economic Papers, Oxford University Press, vol. 66(3), pages 750-773.
    39. repec:oup:qjecon:v:132:y:2016:i:1:p:271-316. is not listed on IDEAS
    40. Giroud, Xavier & Mueller, Holger M., 2021. "Firm leverage and employment dynamics," Journal of Financial Economics, Elsevier, vol. 142(3), pages 1381-1394.
    41. Stewart C. Myers & Nicholas S. Majluf, 1984. "Corporate Financing and Investment Decisions When Firms Have InformationThat Investors Do Not Have," NBER Working Papers 1396, National Bureau of Economic Research, Inc.
    42. Barbiero, Francesca & Popov, Alexander & Wolski, Marcin, 2020. "Debt overhang, global growth opportunities, and investment," Journal of Banking & Finance, Elsevier, vol. 120(C).
    43. Edith Ginglinger & Quentin Moreau, 2023. "Climate Risk and Capital Structure," Management Science, INFORMS, vol. 69(12), pages 7492-7516, December.
    44. Benincasa, Emanuela & Betz, Frank & Gattini, Luca, 2024. "How do firms cope with losses from extreme weather events?," Journal of Corporate Finance, Elsevier, vol. 84(C).
    45. Vinzenz Peters & Jingtian Wang & Mark Sanders, 2023. "Resilience to extreme weather events and local financial structure of prefecture-level cities in China," Climatic Change, Springer, vol. 176(9), pages 1-21, September.
    46. Koetter, Michael & Noth, Felix & Rehbein, Oliver, 2020. "Borrowers under water! Rare disasters, regional banks, and recovery lending," Journal of Financial Intermediation, Elsevier, vol. 43(C).
    47. Douglas L. Miller, 2023. "An Introductory Guide to Event Study Models," Journal of Economic Perspectives, American Economic Association, vol. 37(2), pages 203-230, Spring.
    48. Felbermayr, Gabriel & Gröschl, Jasmin & Sanders, Mark & Schippers, Vincent & Steinwachs, Thomas, 2022. "The economic impact of weather anomalies," World Development, Elsevier, vol. 151(C).
    49. Tatyana Deryugina, 2022. "Economic effects of natural disasters," IZA World of Labor, Institute of Labor Economics (IZA), pages 493-493, April.
    50. 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.
    51. Goodman-Bacon, Andrew, 2021. "Difference-in-differences with variation in treatment timing," Journal of Econometrics, Elsevier, vol. 225(2), pages 254-277.
    52. Maximilian Auffhammer & Solomon M. Hsiang & Wolfram Schlenker & Adam Sobel, 2013. "Using Weather Data and Climate Model Output in Economic Analyses of Climate Change," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 7(2), pages 181-198, July.
    53. Emek Basker & Javier Miranda, 2018. "Taken by storm: business financing and survival in the aftermath of Hurricane Katrina," Journal of Economic Geography, Oxford University Press, vol. 18(6), pages 1285-1313.
    54. Sun, Liyang & Abraham, Sarah, 2021. "Estimating dynamic treatment effects in event studies with heterogeneous treatment effects," Journal of Econometrics, Elsevier, vol. 225(2), pages 175-199.
    55. Myers, Stewart C., 1977. "Determinants of corporate borrowing," Journal of Financial Economics, Elsevier, vol. 5(2), pages 147-175, November.
    56. 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.
    57. Fien van Solinge & Beau Soederhuizen, 2023. "European Insolvency Law and Firm Leverage," CPB Discussion Paper 448, CPB Netherlands Bureau for Economic Policy Analysis.
    58. Kraus, Alan & Litzenberger, Robert H, 1973. "A State-Preference Model of Optimal Financial Leverage," Journal of Finance, American Finance Association, vol. 28(4), pages 911-922, September.
    59. Ilan Noy & Rio Yonson, 2018. "Economic Vulnerability and Resilience to Natural Hazards: A Survey of Concepts and Measurements," Sustainability, MDPI, vol. 10(8), pages 1-16, August.
    60. repec:osf:osfxxx:bqmws_v1 is not listed on IDEAS
    61. repec:bla:jfinan:v:59:y:2004:i:2:p:831-868 is not listed on IDEAS
    62. 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).
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    More about this item

    Keywords

    Economic Resilience; Climate Change; Floods; Leverage; Small- and Medium-Sized Enterprises;
    All these keywords.

    JEL classification:

    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
    • J21 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Force and Employment, Size, and Structure
    • Q54 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Climate; Natural Disasters and their Management; Global Warming

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