Skip to main content
. 2023 Feb 3;67:100784. doi: 10.1016/j.mulfin.2023.100784

Table 2.

Impact of the COVID-19 pandemic on bank performance and bank stability: A global perspective.

Panel A: Bank performance
Panel B: Bank stability
(1)
(2)
(3)
(4)
(5)
(6)
(7)
(8)
(9)
ROAA ROAE NIM CIN ZSC NPL PRK LRK ORK
COVID-19 -0.357 * ** -1.489 * * -0.685 * ** -0.383 * ** 0.414 * ** 0.047 0.315 * ** 1.261 * ** 0.116 * **
(0.114) (0.603) (0.117) (0.075) (0.025) (0.051) (0.084) (0.449) (0.041)
SIZE 0.499 * ** 3.143 * ** -0.156 * ** -11.846 * ** 0.092 * ** 0.137 * ** 0.177 * ** 1.211 * ** 0.338 * **
(0.150) (1.128) (0.017) (.326) (0.003) (0.007) (0.008) (0.196) (0.005)
CAP 0.078 * ** 0.219 * ** 0.097 * ** -0.202 * ** -0.034 * ** -0.010 * ** -0.015 * -0.147 * ** -0.003 * *
(0.012) (0.049) (0.014) (0.003) (0.006) (0.003) (0.008) (0.040) (0.001)
LIQ 0.021 0.338 0.377 -11.224 * ** -0.155 -0.163 -0.015 -0.255 -0.384 * *
(0.219) (1.178) (0.173) (2.158) (0.145) (0.112) (0.161) (0.84) (0.182)
LTA 0.094 * ** 0.311 * ** -0.002 -0.241 * ** -0.007 * ** -0.018 * ** -0.006 * ** -0.025 * ** -0.008 * **
(0.001) (0.011) (0.002) (0.019) (0.002) (0.001) (0.002) (0.009) (0.001)
DIV 0.012 * ** 0.070 * ** 0.041 * ** -0.203 * ** -0.091 * ** -0.002 * ** -0.001 * * -0.007 * * -0.001 * **
(0.001) (0.005) (0.001) (0.009) (0.001) (0. 000) (0.001) (0.004) (0. 000)
CON 0.010 * ** 0.098 * ** 0.012 * -0.152 * ** -0.003 * -0.003 * * 0.002 0.029 -0.008 * **
(0.003) (0.034) (0.007) (0.030) (0.002) (0.002) (0.002) (0.022) (0.001)
GDPpc 0.012 * 0.224 * ** 0.104 * ** -0.174 * * 0.013 * ** 0.007 * * 0.027 * ** 0.054 * * 0.015 * **
(0.007) (0.055) (0.005) (0.069) (0.003) (0.003) (0.006) (0.027) (0.003)
INF -0.321 * ** -0.381 * ** -0.133 * ** -0.356 * ** 0.005 -0.003 0.020 0.011 0.031
(0.008) (0.041) (0.006) (0.075) (0.005) (0.003) (0.016) (0.029) (0.023)
α0 -4.515 * ** -23.924 * * 1.002 149.472 * ** -3.173 * ** 3.126 * ** 2.064 * * 15.355 * * 0.557
(1.357) (9.789) (1.983) (4.728) (0.794) (0.915) (0.903) (6.813) (0.532)
Observations 24,953 24,601 24,940 24,906 22,781 12,602 24,270 23,729 23,838
R-squared 0.144 0.133 0.184 0.151 0.162 0.124 0.123 0.122 0.132
Bank FE Yes Yes Yes Yes Yes Yes Yes Yes Yes
Time FE Yes Yes Yes Yes Yes Yes Yes Yes Yes

This table shows the results for the baseline regression on analyzing the effect of the COVID-19 pandemic on bank performance and stability. The sample consists of 2073 banks in 106 countries from 2016 Q1 to 2021 Q2. Panel A represents the outcomes for bank performance measured as ROA, ROE, NIM, and CIN. Panel B shows the bank stability results, which are measured as ZSC, NPL PRK, LRK, and ORK. COVID-19 is our primary explanatory variable of interest which equals one during the first three quarters of 2020 and otherwise zero. We also control several bank-specific and country-specific factors, time (quarter) fixed effects, and bank-fixed effects. Robust standard errors are clustered at the country level and reported in parentheses *** p < 0.01, ** p < 0.05, * p < 0.1.