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Transmission of flood damage to the real economy and financial intermediation: Simulation analysis using a DSGE model

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  • Hashimoto, Ryuichiro
  • Sudo, Nao

Abstract

We assess physical risk associated with floods in Japan, using a dynamic stochastic general equilibrium (DSGE) model. We construct a model that incorporates transmission mechanism of floods and estimate the model using the data of flood-induced damage to capital stock and public infrastructure collected by the government in the last 40 years. The result of the analysis is threefold. First, a flood that reduces the private capital stock by about 0.1% as a direct effect causes GDP to fall by about 0.1% in the first period, with a gradual recovery to pre-flood level. Second, floods dampen GDP through multiple channels. From the supply side, a decline in capital stock inputs and total factor productivity (TFP) reduce GDP. From the demand side, the balance sheets of firms and financial intermediaries are impaired, resulting in disruptions to financial intermediation and depressing GDP. Based on our estimates, all these channels are quantitatively comparable in magnitude. Third, the quantitative impacts of flood shocks on GDP up to now have been minor compared to the standard structural shocks that are considered important in existing macroeconomic studies. However, according to the estimates that use the relationship between the key variables in our model together with climate change scenarios published by the Network for Greening the Financial System (NGFS), the impacts of these shocks could become somewhat larger in the future.

Suggested Citation

  • Hashimoto, Ryuichiro & Sudo, Nao, 2024. "Transmission of flood damage to the real economy and financial intermediation: Simulation analysis using a DSGE model," Journal of Environmental Economics and Management, Elsevier, vol. 128(C).
  • Handle: RePEc:eee:jeeman:v:128:y:2024:i:c:s0095069624001323
    DOI: 10.1016/j.jeem.2024.103058
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    References listed on IDEAS

    as
    1. Brigitte Roth Tran & Daniel J. Wilson, 2020. "The Local Economic Impact of Natural Disasters," Working Paper Series 2020-34, Federal Reserve Bank of San Francisco.
    2. 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.
    3. Hiroki Yamamoto & Tomomi Naka, 2021. "Quantitative Analysis of the Impact of Floods on Firms' Financial Conditions," Bank of Japan Working Paper Series 21-E-10, Bank of Japan.
    4. Klomp, Jeroen, 2014. "Financial fragility and natural disasters: An empirical analysis," Journal of Financial Stability, Elsevier, vol. 13(C), pages 180-192.
    5. Eric Strobl, 2011. "The Economic Growth Impact of Hurricanes: Evidence from U.S. Coastal Counties," The Review of Economics and Statistics, MIT Press, vol. 93(2), pages 575-589, May.
    6. Fumio Hayashi & Edward C. Prescott, 2004. "The 1990s in Japan: a lost decade," Chapters, in: Paolo Onofri (ed.), The Economics of an Ageing Population, chapter 2, Edward Elgar Publishing.
    7. Evgenidis, Anastasios & Hamano, Masashige & Vermeulen, Wessel N., 2021. "Economic consequences of follow-up disasters: Lessons from the 2011 Great East Japan Earthquake," Energy Economics, Elsevier, vol. 104(C).
    8. Bernanke, Ben S. & Gertler, Mark & Gilchrist, Simon, 1999. "The financial accelerator in a quantitative business cycle framework," Handbook of Macroeconomics, in: J. B. Taylor & M. Woodford (ed.), Handbook of Macroeconomics, edition 1, volume 1, chapter 21, pages 1341-1393, Elsevier.
    9. Kaoru Hosono & Daisuke Miyakawa & Taisuke Uchino & Makoto Hazama & Arito Ono & Hirofumi Uchida & Iichiro Uesugi, 2016. "Natural Disasters, Damage To Banks, And Firm Investment," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 57, pages 1335-1370, November.
    10. Jonathan Hoddenbagh & Mikhail Dmitriev, 2017. "The Financial Accelerator and the Optimal State-Dependent Contract," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 24, pages 43-65, March.
    11. Batten, Sandra, 2018. "Climate change and the macro-economy: a critical review," Bank of England working papers 706, Bank of England.
    12. Robert S. Pindyck, 2013. "Climate Change Policy: What Do the Models Tell Us?," Journal of Economic Literature, American Economic Association, vol. 51(3), pages 860-872, September.
    13. George Economides & Anastasios Xepapadeas, 2018. "Monetary policy under climate change," Working Papers 247, Bank of Greece.
    14. Yoshiyuki Kurachi & Hajime Morishima & Hiroshi Kawata & Ryo Shibata & Kazuma Bunya & Jin Moteki, 2022. "Challenges for Japan's Economy in the Decarbonization Process," Bank of Japan Research Papers 22-06-09, Bank of Japan.
    15. Nordhaus, William, 2013. "Integrated Economic and Climate Modeling," Handbook of Computable General Equilibrium Modeling, in: Peter B. Dixon & Dale Jorgenson (ed.), Handbook of Computable General Equilibrium Modeling, edition 1, volume 1, chapter 0, pages 1069-1131, Elsevier.
    16. Frank Smets & Rafael Wouters, 2007. "Shocks and Frictions in US Business Cycles: A Bayesian DSGE Approach," American Economic Review, American Economic Association, vol. 97(3), pages 586-606, June.
    17. Naohisa Hirakata & Nao Sudo & Kozo Ueda, 2017. "Chained Credit Contracts And Financial Accelerators," Economic Inquiry, Western Economic Association International, vol. 55(1), pages 565-579, January.
    18. Stefano Carattini & Garth Heutel & Givi Melkadze, 2023. "Climate Policy, Financial Frictions, and Transition Risk," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 51, pages 778-794, December.
    19. Christiano, Lawrence & Motto, Roberto & Rostagno, Massimo, 2010. "Financial factors in economic fluctuations," Working Paper Series 1192, European Central Bank.
    20. Kakuho Furukawa & Hibiki Ichiue & Noriyuki Shiraki, 2020. "How Does Climate Change Interact with the Financial System? A Survey," Bank of Japan Working Paper Series 20-E-8, Bank of Japan.
    21. Nicholas Stern, 2013. "The Structure of Economic Modeling of the Potential Impacts of Climate Change: Grafting Gross Underestimation of Risk onto Already Narrow Science Models," Journal of Economic Literature, American Economic Association, vol. 51(3), pages 838-859, September.
    22. Kaoru Hosono & Daisuke Miyakawa & Taisuke Uchino & Makoto Hazama & Arito Ono & Hirofumi Uchida & Iichiro Uesugi, 2016. "Natural Disasters, Damage To Banks, And Firm Investment," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 57(4), pages 1335-1370, November.
    23. Annicchiarico, Barbara & Di Dio, Fabio, 2015. "Environmental policy and macroeconomic dynamics in a new Keynesian model," Journal of Environmental Economics and Management, Elsevier, vol. 69(C), pages 1-21.
    24. Berg, Gunhild & Schrader, Jan, 2012. "Access to credit, natural disasters, and relationship lending," Journal of Financial Intermediation, Elsevier, vol. 21(4), pages 549-568.
    25. Hirakata, Naohisa & Sudo, Nao & Ueda, Kozo, 2011. "Do banking shocks matter for the U.S. economy?," Journal of Economic Dynamics and Control, Elsevier, vol. 35(12), pages 2042-2063.
    26. Yosuke Okazaki & Nao Sudo, 2018. "Natural Rate of Interest in Japan -- Measuring its size and identifying drivers based on a DSGE model --," Bank of Japan Working Paper Series 18-E-6, Bank of Japan.
    27. Laura Bakkensen & Lint Barrage, 2018. "Climate Shocks, Cyclones, and Economic Growth: Bridging the Micro-Macro Gap," NBER Working Papers 24893, National Bureau of Economic Research, Inc.
    28. Goetz von Peter & Sebastian von Dahlen & Sweta C Saxena, 2012. "Unmitigated disasters? New evidence on the macroeconomic cost of natural catastrophes," BIS Working Papers 394, Bank for International Settlements.
    29. 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).
    30. Solomon M. Hsiang & Amir S. Jina, 2015. "Geography, Depreciation, and Growth," American Economic Review, American Economic Association, vol. 105(5), pages 252-256, May.
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    More about this item

    Keywords

    Climate change; Natural disaster; Physical risk; Financial system; DSGE model;
    All these keywords.

    JEL classification:

    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles
    • E37 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Forecasting and Simulation: Models and Applications
    • E44 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Financial Markets and the Macroeconomy
    • Q54 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Climate; Natural Disasters and their Management; Global Warming

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