
The impact of weather shocks on rural credit cooperatives
Publication
, Journal Article
Deng, C; Han, M; Luo, J; Zhang, J
Published in: Finance Research Letters
April 1, 2025
This paper estimates the impact of weather shocks on the credit and insolvency risks of China's rural credit cooperatives. We find that abnormal temperatures and heavy precipitation deteriorate loan quality. One more day with a temperature below 5 °C increases the non-performing loan ratio by 0.22 percentage points. One more day with a temperature above 30 °C causes a downward migration of the normal loan into the special-mention category by 0.17 percentage points. One more day with precipitation over 50 mm decreases the Z-score by 0.94%. We also find that the rural credit cooperatives heavily exposed to agriculture are particularly vulnerable.
Duke Scholars
Published In
Finance Research Letters
DOI
ISSN
1544-6123
Publication Date
April 1, 2025
Volume
75
Related Subject Headings
- Finance
- 3502 Banking, finance and investment
- 1502 Banking, Finance and Investment
Citation
APA
Chicago
ICMJE
MLA
NLM
Deng, C., Han, M., Luo, J., & Zhang, J. (2025). The impact of weather shocks on rural credit cooperatives (Accepted). Finance Research Letters, 75. https://doi.org/10.1016/j.frl.2025.106872
Deng, C., M. Han, J. Luo, and J. Zhang. “The impact of weather shocks on rural credit cooperatives (Accepted).” Finance Research Letters 75 (April 1, 2025). https://doi.org/10.1016/j.frl.2025.106872.
Deng C, Han M, Luo J, Zhang J. The impact of weather shocks on rural credit cooperatives (Accepted). Finance Research Letters. 2025 Apr 1;75.
Deng, C., et al. “The impact of weather shocks on rural credit cooperatives (Accepted).” Finance Research Letters, vol. 75, Apr. 2025. Scopus, doi:10.1016/j.frl.2025.106872.
Deng C, Han M, Luo J, Zhang J. The impact of weather shocks on rural credit cooperatives (Accepted). Finance Research Letters. 2025 Apr 1;75.

Published In
Finance Research Letters
DOI
ISSN
1544-6123
Publication Date
April 1, 2025
Volume
75
Related Subject Headings
- Finance
- 3502 Banking, finance and investment
- 1502 Banking, Finance and Investment