IDEAS home Printed from https://ideas.repec.org/a/eee/ecmode/v108y2022ics0264999322000062.html
   My bibliography  Save this article

Hazardous lending: The impact of natural disasters on bank asset portfolio

Author

Listed:
  • Bos, Jaap W.B.
  • Li, Runliang
  • Sanders, Mark W.J.L.

Abstract

This paper examines how banks adjust their asset structure in response to changes in loan demand following natural disasters. We demonstrate how banks’ asset diversification strategy helps clients smooth consumption and supports local recovery. In the empirical section, we apply the difference-in-differences method and determine that U.S. commercial banks increase real estate lending after disasters and sell government bonds to finance this disaster-driven credit surge. The theoretical section presents a novel multiple-asset dynamic credit allocation model that explains our empirical findings. We use model simulations to predict and quantify the potential impact of climate change on the asset structure and profitability of banks given different scenarios.

Suggested Citation

  • Bos, Jaap W.B. & Li, Runliang & Sanders, Mark W.J.L., 2022. "Hazardous lending: The impact of natural disasters on bank asset portfolio," Economic Modelling, Elsevier, vol. 108(C).
    • Handle: RePEc:eee:ecmode:v:108:y:2022:i:c:s0264999322000062
    DOI: 10.1016/j.econmod.2022.105760
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0264999322000062
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.econmod.2022.105760?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 search for a different version of it.

    References listed on IDEAS

    as
    1. 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.
    2. Jaffee, Dwight M & Modigliani, Franco, 1969. "A Theory and Test of Credit Rationing," American Economic Review, American Economic Association, vol. 59(5), pages 850-872, December.
    3. Xavier Gabaix, 2008. "Variable Rare Disasters: A Tractable Theory of Ten Puzzles in Macro-finance," American Economic Review, American Economic Association, vol. 98(2), pages 64-67, May.
    4. Thomas Chaney & David Sraer & David Thesmar, 2012. "The Collateral Channel: How Real Estate Shocks Affect Corporate Investment," American Economic Review, American Economic Association, vol. 102(6), pages 2381-2409, October.
    5. Matteo Iacoviello, 2005. "House Prices, Borrowing Constraints, and Monetary Policy in the Business Cycle," American Economic Review, American Economic Association, vol. 95(3), pages 739-764, June.
    6. Daron Acemoglu & Asuman Ozdaglar & Alireza Tahbaz-Salehi, 2015. "Systemic Risk and Stability in Financial Networks," American Economic Review, American Economic Association, vol. 105(2), pages 564-608, February.
    7. G. B. Gorton & Ping He, 2008. "Bank Credit Cycles," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 75(4), pages 1181-1214.
    8. Noy, Ilan, 2009. "The macroeconomic consequences of disasters," Journal of Development Economics, Elsevier, vol. 88(2), pages 221-231, March.
    9. Francois Gourio, 2012. "Disaster Risk and Business Cycles," American Economic Review, American Economic Association, vol. 102(6), pages 2734-2766, October.
    10. 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).
    11. Markus K. Brunnermeier & Thomas M. Eisenbach & Yuliy Sannikov, 2012. "Macroeconomics with Financial Frictions: A Survey," Levine's Working Paper Archive 786969000000000384, David K. Levine.
    12. Franklin Allen & Douglas Gale, 2000. "Financial Contagion," Journal of Political Economy, University of Chicago Press, vol. 108(1), pages 1-33, February.
    13. Robert J. Barro, 2015. "Environmental Protection, Rare Disasters and Discount Rates," Economica, London School of Economics and Political Science, vol. 82(325), pages 1-23, January.
    14. Klein, Michael A, 1970. "Imperfect Asset Elasticity and Portfolio Theory," American Economic Review, American Economic Association, vol. 60(3), pages 491-494, June.
    15. Jessica A. Wachter, 2013. "Can Time-Varying Risk of Rare Disasters Explain Aggregate Stock Market Volatility?," Journal of Finance, American Finance Association, vol. 68(3), pages 987-1035, June.
    16. Carlstrom, Charles T & Fuerst, Timothy S, 1997. "Agency Costs, Net Worth, and Business Fluctuations: A Computable General Equilibrium Analysis," American Economic Review, American Economic Association, vol. 87(5), pages 893-910, December.
    17. Rietz, Thomas A., 1988. "The equity risk premium a solution," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 117-131, July.
    18. Carling, Kenneth & Lundberg, Sofia, 2005. "Asymmetric information and distance: an empirical assessment of geographical credit rationing," Journal of Economics and Business, Elsevier, vol. 57(1), pages 39-59.
    19. Toya, Hideki & Skidmore, Mark, 2007. "Economic development and the impacts of natural disasters," Economics Letters, Elsevier, vol. 94(1), pages 20-25, January.
    20. Loayza, Norman V. & Olaberría, Eduardo & Rigolini, Jamele & Christiaensen, Luc, 2012. "Natural Disasters and Growth: Going Beyond the Averages," World Development, Elsevier, vol. 40(7), pages 1317-1336.
    21. Robert J. Barro, 2009. "Rare Disasters, Asset Prices, and Welfare Costs," American Economic Review, American Economic Association, vol. 99(1), pages 243-264, March.
    22. Bernanke, Ben & Gertler, Mark, 1989. "Agency Costs, Net Worth, and Business Fluctuations," American Economic Review, American Economic Association, vol. 79(1), pages 14-31, March.
    23. Robert J. Barro, 2006. "Rare Disasters and Asset Markets in the Twentieth Century," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 121(3), pages 823-866.
    24. Hannan, Timothy H & Berger, Allen N, 1991. "The Rigidity of Prices: Evidence from the Banking Industry," American Economic Review, American Economic Association, vol. 81(4), pages 938-945, September.
    25. Sun, Hang, 2016. "Crisis-Contingent Dynamics of Connectedness: An SVAR-Spatial-Network “Tripod” Model with Thresholds," Research Memorandum 032, Maastricht University, Graduate School of Business and Economics (GSBE).
    26. Harry Markowitz, 1952. "Portfolio Selection," Journal of Finance, American Finance Association, vol. 7(1), pages 77-91, March.
    27. R?diger Bachmann & Steffen Elstner & Eric R. Sims, 2013. "Uncertainty and Economic Activity: Evidence from Business Survey Data," American Economic Journal: Macroeconomics, American Economic Association, vol. 5(2), pages 217-249, April.
    28. Salvatore Zecchini & Marco Ventura, 2009. "The impact of public guarantees on credit to SMEs," Small Business Economics, Springer, vol. 32(2), pages 191-206, February.
    29. Pringle, John J., 1974. "The Imperfect-Markets Model of Commercial Bank Financial Management," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 9(1), pages 69-87, January.
    30. Benjamin L. Collier, 2020. "Strengthening Local Credit Markets Through Lender‐Level Index Insurance," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 87(2), pages 319-349, June.
    31. Paul A. Samuelson, 2011. "Lifetime Portfolio Selection by Dynamic Stochastic Programming," World Scientific Book Chapters, in: Leonard C MacLean & Edward O Thorp & William T Ziemba (ed.), THE KELLY CAPITAL GROWTH INVESTMENT CRITERION THEORY and PRACTICE, chapter 31, pages 465-472, World Scientific Publishing Co. Pte. Ltd..
    32. Pagano, Marco, 1993. "Financial markets and growth: An overview," European Economic Review, Elsevier, vol. 37(2-3), pages 613-622, April.
    33. Gan, Jie, 2007. "Collateral, debt capacity, and corporate investment: Evidence from a natural experiment," Journal of Financial Economics, Elsevier, vol. 85(3), pages 709-734, September.
    34. repec:hal:spmain:info:hdl:2441/75koqefued8i7pihbrl9u84p4u is not listed on IDEAS
    35. Stiglitz, Joseph E & Weiss, Andrew, 1981. "Credit Rationing in Markets with Imperfect Information," American Economic Review, American Economic Association, vol. 71(3), pages 393-410, June.
    36. Ayberk, İdil & Önder, Zeynep, 2022. "House prices and bank loan portfolios in an emerging market: The role of bank ownership," Economic Modelling, Elsevier, vol. 106(C).
    37. Merton, Robert C, 1969. "Lifetime Portfolio Selection under Uncertainty: The Continuous-Time Case," The Review of Economics and Statistics, MIT Press, vol. 51(3), pages 247-257, August.
    38. Sealey, C W, Jr, 1980. "Deposit Rate-Setting, Risk Aversion, and the Theory of Depository Financial Intermediaries," Journal of Finance, American Finance Association, vol. 35(5), pages 1139-1154, December.
    39. Shikimi, Masayo, 2020. "Bank loan supply shocks and leverage adjustment," Economic Modelling, Elsevier, vol. 87(C), pages 447-460.
    40. Slovin, Myron B & Sushka, Marie Elizabeth, 1983. "A Model of the Commercial Loan Rate," Journal of Finance, American Finance Association, vol. 38(5), pages 1583-1596, December.
    41. Angbazo, Lazarus, 1997. "Commercial bank net interest margins, default risk, interest-rate risk, and off-balance sheet banking," Journal of Banking & Finance, Elsevier, vol. 21(1), pages 55-87, January.
    42. Berg, Gunhild & Schrader, Jan, 2012. "Access to credit, natural disasters, and relationship lending," Journal of Financial Intermediation, Elsevier, vol. 21(4), pages 549-568.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Barbaglia, Luca & Fatica, Serena & Rho, Caterina, 2023. "Flooded credit markets: physical climate risk and small business lending," Working Papers 2023-14, Joint Research Centre, European Commission.
    2. 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).
    3. Barth, James R. & Hu, Qinyou & Sickles, Robin & Sun, Yanfei & Yu, Xiaoyu, 2024. "Direct and indirect impacts of natural disasters on banks: A spatial framework," Journal of Financial Stability, Elsevier, vol. 70(C).
    4. Xu, Xin & Huang, Shupei & Lucey, Brian M. & An, Haizhong, 2023. "The impacts of climate policy uncertainty on stock markets: Comparison between China and the US," International Review of Financial Analysis, Elsevier, vol. 88(C).
    5. Shala, Iliriana & Schumacher, Benno, 2022. "The impact of natural disasters on banks' impairment flow: Evidence from Germany," Discussion Papers 36/2022, Deutsche Bundesbank.
    6. Le, Anh-Tuan & Tran, Thao Phuong & Mishra, Anil V., 2023. "Climate risk and bank stability: International evidence," Journal of Multinational Financial Management, Elsevier, vol. 70.
    7. Xin Zhang & Mateng Zhang & Zhong Fang, 2023. "Impact of Climate Risk on the Financial Performance and Financial Policies of Enterprises," Sustainability, MDPI, vol. 15(20), pages 1-24, October.
    8. Lai, Shaojie & Chen, Lihan & Wang, Qing Sophie & Anderson, Hamish, 2022. "Natural disasters, trade credit, and firm performance," Economic Modelling, Elsevier, vol. 116(C).
    9. Agus Sugiarto & Ni Nyoman Puspani & Mustika Septiyas Trisilia, 2023. "The Shocks of Climate Change on Bank Loans," International Journal of Energy Economics and Policy, Econjournals, vol. 13(5), pages 493-514, September.
    10. repec:liv:livedp:202219 is not listed on IDEAS
    11. Celil, Hursit S. & Oh, Seungjoon & Selvam, Srinivasan, 2022. "Natural disasters and the role of regional lenders in economic recovery," Journal of Empirical Finance, Elsevier, vol. 68(C), pages 116-132.
    12. Xu, Minhong & Xu, Yilan, 2023. "Do non-damaging earthquakes shake mortgage lenders' risk perception?," Journal of Environmental Economics and Management, Elsevier, vol. 117(C).
    13. Lee, Chien-Chiang & Wang, Chih-Wei & Thinh, Bui Tien & Xu, Zhi-Ting, 2022. "Climate risk and bank liquidity creation: International evidence," International Review of Financial Analysis, Elsevier, vol. 82(C).
    14. Ghosh, Saibal, 2023. "Does climate legislation matter for bank lending? Evidence from MENA countries," Ecological Economics, Elsevier, vol. 212(C).
    15. Barnes, Stephen & Joshi, Swarup & Terrell, Dek, 2023. "Disasters and health insurance: Evidence from Louisiana," Economic Modelling, Elsevier, vol. 128(C).

    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. Bos, Jaap & Li, Runliang & Sanders, Mark, 2018. "Hazardous Lending: The Impact of Natural Disasters on Banks'Asset Portfolio," Research Memorandum 021, Maastricht University, Graduate School of Business and Economics (GSBE).
    2. Stijn Claessens & M Ayhan Kose, 2018. "Frontiers of macrofinancial linkages," BIS Papers, Bank for International Settlements, number 95.
    3. 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).
    4. Ivan Faiella & Filippo Natoli, 2018. "Natural catastrophes and bank lending: the case of flood risk in Italy," Questioni di Economia e Finanza (Occasional Papers) 457, Bank of Italy, Economic Research and International Relations Area.
    5. Isoré, Marlène & Szczerbowicz, Urszula, 2017. "Disaster risk and preference shifts in a New Keynesian model," Journal of Economic Dynamics and Control, Elsevier, vol. 79(C), pages 97-125.
    6. Fève, Patrick & Sanchez, Pablo Garcia & Moura, Alban & Pierrard, Olivier, 2021. "Costly default and skewed business cycles," European Economic Review, Elsevier, vol. 132(C).
    7. Juan Carlos Parra‐Alvarez & Olaf Posch & Andreas Schrimpf, 2022. "Peso problems in the estimation of the C‐CAPM," Quantitative Economics, Econometric Society, vol. 13(1), pages 259-313, January.
    8. Goldstein, Itay & Razin, Assaf, 2015. "Three Branches of Theories of Financial Crises," Foundations and Trends(R) in Finance, now publishers, vol. 10(2), pages 113-180, 30.
    9. Xu, Shaofeng, 2016. "On the welfare cost of rare housing disasters," Journal of Economic Dynamics and Control, Elsevier, vol. 69(C), pages 301-318.
    10. Iseringhausen, Martin & Petrella, Ivan & Theodoridis, Konstantinos, 2021. "Aggregate Skewness and the Business Cycle," Cardiff Economics Working Papers E2021/30, Cardiff University, Cardiff Business School, Economics Section.
    11. Robert Barro & Tao Jin, 2021. "Rare Events and Long-Run Risks," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 39, pages 1-25, January.
    12. Huynh, Thanh D. & Nguyen, Thu Ha & Truong, Cameron, 2020. "Climate risk: The price of drought," Journal of Corporate Finance, Elsevier, vol. 65(C).
    13. Li, Minqiang, 2010. "Asset Pricing - A Brief Review," MPRA Paper 22379, University Library of Munich, Germany.
    14. Karydas, Christos & Xepapadeas, Anastasios, 2022. "Climate change financial risks: Implications for asset pricing and interest rates," Journal of Financial Stability, Elsevier, vol. 63(C).
    15. Òscar Jordà & Moritz Schularick & Alan M. Taylor, 2020. "Disasters Everywhere: The Costs of Business Cycles Reconsidered," Staff Reports 925, Federal Reserve Bank of New York.
    16. Nicolas Caramp & Dejanir H. Silva, 2021. "Monetary Policy and Wealth Effects: The Role of Risk and Heterogeneity," Working Papers 341, University of California, Davis, Department of Economics.
    17. Fève, Patrick & Sanchez, Pablo Garcia & Moura, Alban & Pierrard, Olivier, 2021. "Costly default and skewed business cycles," European Economic Review, Elsevier, vol. 132(C).
    18. Òscar Jordà & Moritz Schularick & Alan M. Taylor, 2024. "Disasters Everywhere: The Costs of Business Cycles Reconsidered," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 72(1), pages 116-151, March.
    19. Robert Barro & Tao Jin, 2021. "Rare Events and Long-Run Risks," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 39, pages 1-25, January.
    20. William Ginn, 2022. "Climate Disasters and the Macroeconomy: Does State-Dependence Matter? Evidence for the US," Economics of Disasters and Climate Change, Springer, vol. 6(1), pages 141-161, March.

    More about this item

    Keywords

    Banks; Disasters; Diversification; Climate change;
    All these keywords.

    JEL classification:

    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • 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:ecmode:v:108:y:2022:i:c:s0264999322000062. 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/inca/30411 .

    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.