Chen, Zhenzhu and Li, Li and Tang, Yao (2023): Weather, Credit, and Economic Fluctuations: Evidence from China.
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Abstract
We constructed an Actuary Climate Index to measure extreme weather risks in China. Analyzing macroeconomic data through a structural vector auto-regression model suggests that a negative weather shock leads to persistently low GDP and credit obtained by non-financial firms. In our regression analysis of a panel of firms listed in China, the negative effects of weather shocks on firm level loans were statistically and practically significant. Further analysis suggests that credit risk and expectations are two important impact channels. A high existing credit risk or low confidence among firm managers, amplifies the negative effects of extreme weather on loans.
Item Type: | MPRA Paper |
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Original Title: | Weather, Credit, and Economic Fluctuations: Evidence from China |
Language: | English |
Keywords: | extreme weather shocks, credit risk, expectations, Chinese economy |
Subjects: | E - Macroeconomics and Monetary Economics > E3 - Prices, Business Fluctuations, and Cycles > E32 - Business Fluctuations ; Cycles E - Macroeconomics and Monetary Economics > E4 - Money and Interest Rates > E44 - Financial Markets and the Macroeconomy G - Financial Economics > G3 - Corporate Finance and Governance > G32 - Financing Policy ; Financial Risk and Risk Management ; Capital and Ownership Structure ; Value of Firms ; Goodwill Q - Agricultural and Natural Resource Economics ; Environmental and Ecological Economics > Q5 - Environmental Economics > Q54 - Climate ; Natural Disasters and Their Management ; Global Warming |
Item ID: | 116472 |
Depositing User: | Dr. Yao Tang |
Date Deposited: | 22 Feb 2023 14:45 |
Last Modified: | 22 Feb 2023 14:45 |
References: | Allan, Richard P, Ed Hawkins, Nicolas Bellouin, and Bill Collins, “IPCC, 2021: Summary for Policymakers,” 2021. Ashraf, Badar Nadeem and Yinjie Shen, “Economic policy uncertainty and banks’ loan pricing,” Journal of Financial Stability, 2019, 44, 100695. Baker, Scott R, Nicholas Bloom, and Steven J Davis, “Measuring economic policy uncertainty,” The Quarterly Journal of Economics, 2016, 131 (4), 1593–1636. Baldauf, Markus, Lorenzo Garlappi, and Constantine Yannelis, “Does climate change affect real estate prices? Only if you believe in it,” The Review of Financial Studies, 2020, 33 (3), 1256–1295. Bernanke, Ben S, Mark Gertler, and Simon Gilchrist, “The financial accelerator in a quantitative business cycle framework,” Handbook of Macroeconomics, 1999, 1, 1341–1393. Bharath, Sreedhar T and Tyler Shumway, “Forecasting default with the Merton distance to default model,” The Review of Financial Studies, 2008, 21 (3), 1339–1369. Brogaard, Jonathan, Dan Li, and Ying Xia, “Stock liquidity and default risk,” Journal of Financial Economics, 2017, 124 (3), 486–502. Burke, Marshall and Kyle Emerick, “Adaptation to climate change: Evidence from US agriculture,” American Economic Journal: Economic Policy, 2016, 8 (3), 106–40. Burke, Marshall, Solomon M Hsiang, and Edward Miguel, “Global non-linear effect of temperature on economic production,” Nature, 2015, 527 (7577), 235–239. Cai, Xiqian, Yi Lu, and Jin Wang, “The impact of temperature on manufacturing worker productivity: Evidence from personnel data,” Journal of Comparative Economics, 2018, 46 (4), 889–905. Carleton, Tamma A and Solomon M Hsiang, “Social and economic impacts of climate,” Science, 2016, 353 (6304), aad9837. Choi, Darwin, Zhenyu Gao, and Wenxi Jiang, “Attention to global warming,” The Review of Financial Studies, 2020, 33 (3), 1112–1145. Dell, Melissa, Benjamin F Jones, and Benjamin A Olken, “Temperature shocks and economic growth: Evidence from the last half century,” American Economic Journal: Macroeconomics, 2012, 4 (3), 66–95. Eckstein, David, Vera Künzel, and Laura Schäfer, “Global Climate Risk Index 2021,” Who Suffers Most from Extreme Weather Events, 2021, pp. 2000–2019. Gallic, Ewen and Gauthier Vermandel, “Weather shocks,” European Economic Re- view, 2020, 124, 103409. Garbarino, Nicola and Benjamin Guin, “High water, no marks? Biased lending after extreme weather,” Journal of Financial Stability, 2021, 54, 100874. Giglio, Stefano, Matteo Maggiori, Krishna Rao, Johannes Stroebel, and An- dreas Weber, “Climate change and long-run discount rates: Evidence from real es- tate,” The Review of Financial Studies, 2021, 34 (8), 3527–3571. Hamilton, James D and Ana Maria Herrera, “Comment: oil shocks and aggregate macroeconomic behavior: the role of monetary policy,” Journal of Money, Credit and Banking, 2004, pp. 265–286. Hennessy, Christopher A and Toni M Whited, “How costly is external financing? Evidence from a structural estimation,” The Journal of Finance, 2007, 62 (4), 1705– 1745. Hong, Harrison, G Andrew Karolyi, and José A Scheinkman, “Climate finance,” The Review of Financial Studies, 2020, 33 (3), 1011–1023. Illing, Mark and Ying Liu, “Measuring financial stress in a developed country: An application to Canada,” Journal of Financial Stability, 2006, 2 (3), 243–265. Jessoe, Katrina, Dale T Manning, and J Edward Taylor, “Climate change and labour allocation in rural Mexico: Evidence from annual fluctuations in weather,” The Economic Journal, 2018, 128 (608), 230–261. Kilian, Lutz and Logan T Lewis, “Does the Fed respond to oil price shocks?,” The Economic Journal, 2011, 121 (555), 1047–1072. Kim, Hee Soo, Christian Matthes, and Toan Phan, “Extreme Weather and the Macroeconomy,” Available at SSRN 3918533, 2021. Krueger, Philipp, Zacharias Sautner, and Laura T Starks, “The importance of climate risks for institutional investors,” The Review of Financial Studies, 2020, 33 (3), 1067–1111. Lai, Wangyang, Shanjun Li, Yanyan Liu, and Panle Jia Barwick, “Adaptation mitigates the negative effect of temperature shocks on household consumption.,” Nature Human Behaviour, 2022. Leeper, Eric M and Tao Zha, “Modest policy interventions,” Journal of Monetary Economics, 2003, 50 (8), 1673–1700. Nguyen, Duc Duy, Steven Ongena, Shusen Qi, and Vathunyoo Sila, “Climate Change Risk and the Costs of Mortgage Credit,” Swiss Finance Institute Research Paper, 2020, (20-97). Ouazad, Amine and Matthew E Kahn, “Mortgage finance and climate change: Securitization dynamics in the aftermath of natural disasters,” Technical Report, National Bureau of Economic Research 2019. Painter, Marcus, “An inconvenient cost: The effects of climate change on municipal bonds,” Journal of Financial Economics, 2020, 135 (2), 468–482. Park, Cyn-Young and Rogelio V Mercado, “Determinants of financial stress in emerging market economies,” Journal of Banking & Finance, 2014, 45, 199–224. Somanathan, Eswaran, Rohini Somanathan, Anant Sudarshan, and Meenu Tewari, “The impact of temperature on productivity and labor supply: Evidence from Indian manufacturing,” Journal of Political Economy, 2021, 129 (6), 1797–1827. Stott, Peter, “How climate change affects extreme weather events,” Science, 2016, 352 (6293), 1517–1518. Zhang, Peng, Junjie Zhang, and Minpeng Chen, “Economic impacts of climate change on agriculture: The importance of additional climatic variables other than temperature and precipitation,” Journal of Environmental Economics and Management, 2017, 83, 8–31. Zivin, Joshua Graff and Matthew Neidell, “Temperature and the allocation of time: Implications for climate change,” Journal of Labor Economics, 2014, 32 (1), 1–26. |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/116472 |
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