Impact of pandemic on bank behavior
| (1) | (2) | (3) | (4) | (5) | (6) | |
|---|---|---|---|---|---|---|
| Dep var = RoA | Dep var = RWA | |||||
| Gap | 0.00009 (0.0009) | 0.0004 (0.0009) | 0.0003 (0.0009) | −0.006** (0.003) | −0.006** (0.003) | 0.008** (0.004) |
| Islamic | 0.0002 (0.005) | 0.0002 (0.005) | 0.003 (0.017) | −0.116** (0.056) | −0.115** (0.057) | −0.163* (0.085) |
| IW | 0.001 (0.003) | 0.0008 (0.003) | −0.029 (0.042) | −0.167*** (0.071) | −0.165** (0.075) | 1.061* (0.608) |
| Gap*Islamic | 0.00005 (0.00009) | 0.00005 (0.00009) | −0.0001 (0.0009) | −0.002* (0.001) | −0.002* (0.001) | −0.004 (0.003) |
| Gap*IW | −0.00005 (0.00006) | −0.00002 (0.00006) | 0.002 (0.002) | −0.003** (0.001) | −0.004** (0.002) | −0.065** (0.032) |
| Sq.(Gap)*Islamic | 0.185 (1.083) | −2.151 (11.556) | ||||
| Sq.(Gap)*IW | −2.317 (3.162) | 93.226** (44.862) | ||||
| Size | −0.0006*** (0.0002) | −0.0006*** (0.0002) | −0.0006** (0.0002) | −0.035*** (0.004) | −0.033*** (0.004) | −0.034*** (0.004) |
| CAP | 0.028*** (0.009) | 0.027*** (0.009) | 0.027*** (0.009) | −0.930*** (0.152) | −0.945*** (0.153) | −0.946*** (0.153) |
| LTA | 0.0009 (0.002) | 0.0008 (0.002) | 0.0008 (0.002) | 0.216*** (0.054) | 0.209*** (0.054) | 0.208*** (0.054) |
| LTD | −0.0002 (0.0008) | −0.0002 (0.0008) | −0.0002 (0.0008) | 0.010 (0.021) | 0.011 (0.021) | 0.011 (0.021) |
| CIR | −0.023*** (0.003) | −0.023*** (0.003) | −0.022*** (0.003) | −0.119** (0.055) | −0.119** (0.056) | −0.120** (0.056) |
| DIS | −0.0007 (0.001) | 0.014 (0.021) | 0.014 (0.021) | −0.024 (0.027) | 0.095 (0.234) | 0.098 (0.235) |
| GSIB | 0.001 (0.0009) | 0.001 (0.0009) | 0.001 (0.0009) | 0.038* (0.020) | 0.034* (0.020) | 0.034* (0.020) |
| Ln PCGDP | −0.001 (0.0009) | 0.005 (0.006) | 0.005 (0.006) | −0.316 (0.200) | 0.156 (0.118) | 0.156 (0.119) |
| INFL | 0.028 (0.022) | 0.028 (0.022) | 0.028 (0.022) | 0.384 (0.392) | 0.356 (0.392) | 0.353 (0.393) |
| Openness | −0.005** (0.002) | −0.011 (0.015) | −0.011 (0.015) | −0.327 (0.259) | −0.246 (0.283) | 0.245 (0.284) |
| Credit | −0.037 (0.029) | −0.026 (0.029) | −0.026 (0.029) | 0.493 (0.508) | 0.128 (0.161) | −0.127 (0.162) |
| Interest | −0.002 (0.004) | −0.003 (0.004) | 0.025 (0.031) | 0.025 (0.032) | ||
| Multiple | −0.004 (0.011) | −0.004 (0.011) | 0.027 (0.059) | 0.026 (0.059) | ||
| Supervision | 0.031 (0.031) | 0.030 (0.032) | −0.110 (0.158) | −0.111 (0.158) | ||
| Governance: Q2 | 0.011* (0.006) | 0.011** (0.005) | 0.476 (0.647) | 0.471 (0.649) | ||
| Governance: Q3 | 0.015 (0.016) | 0.070 (0.072) | 0.077 (1.015) | 0.068 (1.017) | ||
| Governance: Q4 | 0.006 (0.008) | 0.006 (0.008) | −0.313 (0.497) | −0.317 (0.498) | ||
| Legal_France | −0.053 (0.057) | −0.053 (0.057) | −0.115 (0.403) | −0.111 (0.404) | ||
| Legal_English | −0.028 (0.025) | −0.028 (0.025) | −0.296 (0.485) | −0.293 (0.487) | ||
| Legal_German | −0.021 (0.019) | −0.021 (0.019) | −0.513 (0.943) | −0.505 (0.946) | ||
| Parliamentary | −0.047 (0.051) | −0.047 (0.052) | −0.224 (0.343) | −0.220 (0.385) | ||
| Presidential | −0.046 (0.051) | −0.046 (0.051) | −0.321 (0.379) | −0.317 (0.381) | ||
| Constant | 0.054*** (0.021) | 0.004 (0.023) | 0.004 (0.023) | 3.078** (0.849) | −0.735 (1.204) | −0.733 (1.206) |
| Gap threshold | 0.0003 | |||||
| Country FE | Y | Y | Y | Y | Y | Y |
| Region FE | Y | Y | Y | Y | Y | Y |
| Observations | 782 | 765 | 765 | 778 | 761 | 761 |
| R-sq | 0.7113 | 0.6882 | 0.6883 | 0.7913 | 0.7436 | 0.7439 |
| (1) | (2) | (3) | (4) | (5) | (6) | |
|---|---|---|---|---|---|---|
| Dep var = RoA | Dep var = RWA | |||||
| Gap | 0.00009 (0.0009) | 0.0004 (0.0009) | 0.0003 (0.0009) | −0.006** (0.003) | −0.006** (0.003) | 0.008** (0.004) |
| Islamic | 0.0002 (0.005) | 0.0002 (0.005) | 0.003 (0.017) | −0.116** (0.056) | −0.115** (0.057) | −0.163* (0.085) |
| IW | 0.001 (0.003) | 0.0008 (0.003) | −0.029 (0.042) | −0.167*** (0.071) | −0.165** (0.075) | 1.061* (0.608) |
| Gap*Islamic | 0.00005 (0.00009) | 0.00005 (0.00009) | −0.0001 (0.0009) | −0.002* (0.001) | −0.002* (0.001) | −0.004 (0.003) |
| Gap*IW | −0.00005 (0.00006) | −0.00002 (0.00006) | 0.002 (0.002) | −0.003** (0.001) | −0.004** (0.002) | −0.065** (0.032) |
| Sq.(Gap)*Islamic | 0.185 (1.083) | −2.151 (11.556) | ||||
| Sq.(Gap)*IW | −2.317 (3.162) | 93.226** (44.862) | ||||
| Size | −0.0006*** (0.0002) | −0.0006*** (0.0002) | −0.0006** (0.0002) | −0.035*** (0.004) | −0.033*** (0.004) | −0.034*** (0.004) |
| CAP | 0.028*** (0.009) | 0.027*** (0.009) | 0.027*** (0.009) | −0.930*** (0.152) | −0.945*** (0.153) | −0.946*** (0.153) |
| LTA | 0.0009 (0.002) | 0.0008 (0.002) | 0.0008 (0.002) | 0.216*** (0.054) | 0.209*** (0.054) | 0.208*** (0.054) |
| LTD | −0.0002 (0.0008) | −0.0002 (0.0008) | −0.0002 (0.0008) | 0.010 (0.021) | 0.011 (0.021) | 0.011 (0.021) |
| CIR | −0.023*** (0.003) | −0.023*** (0.003) | −0.022*** (0.003) | −0.119** (0.055) | −0.119** (0.056) | −0.120** (0.056) |
| DIS | −0.0007 (0.001) | 0.014 (0.021) | 0.014 (0.021) | −0.024 (0.027) | 0.095 (0.234) | 0.098 (0.235) |
| GSIB | 0.001 (0.0009) | 0.001 (0.0009) | 0.001 (0.0009) | 0.038* (0.020) | 0.034* (0.020) | 0.034* (0.020) |
| Ln PCGDP | −0.001 (0.0009) | 0.005 (0.006) | 0.005 (0.006) | −0.316 (0.200) | 0.156 (0.118) | 0.156 (0.119) |
| INFL | 0.028 (0.022) | 0.028 (0.022) | 0.028 (0.022) | 0.384 (0.392) | 0.356 (0.392) | 0.353 (0.393) |
| Openness | −0.005** (0.002) | −0.011 (0.015) | −0.011 (0.015) | −0.327 (0.259) | −0.246 (0.283) | 0.245 (0.284) |
| Credit | −0.037 (0.029) | −0.026 (0.029) | −0.026 (0.029) | 0.493 (0.508) | 0.128 (0.161) | −0.127 (0.162) |
| Interest | −0.002 (0.004) | −0.003 (0.004) | 0.025 (0.031) | 0.025 (0.032) | ||
| Multiple | −0.004 (0.011) | −0.004 (0.011) | 0.027 (0.059) | 0.026 (0.059) | ||
| Supervision | 0.031 (0.031) | 0.030 (0.032) | −0.110 (0.158) | −0.111 (0.158) | ||
| Governance: Q2 | 0.011* (0.006) | 0.011** (0.005) | 0.476 (0.647) | 0.471 (0.649) | ||
| Governance: Q3 | 0.015 (0.016) | 0.070 (0.072) | 0.077 (1.015) | 0.068 (1.017) | ||
| Governance: Q4 | 0.006 (0.008) | 0.006 (0.008) | −0.313 (0.497) | −0.317 (0.498) | ||
| Legal_France | −0.053 (0.057) | −0.053 (0.057) | −0.115 (0.403) | −0.111 (0.404) | ||
| Legal_English | −0.028 (0.025) | −0.028 (0.025) | −0.296 (0.485) | −0.293 (0.487) | ||
| Legal_German | −0.021 (0.019) | −0.021 (0.019) | −0.513 (0.943) | −0.505 (0.946) | ||
| Parliamentary | −0.047 (0.051) | −0.047 (0.052) | −0.224 (0.343) | −0.220 (0.385) | ||
| Presidential | −0.046 (0.051) | −0.046 (0.051) | −0.321 (0.379) | −0.317 (0.381) | ||
| Constant | 0.054*** (0.021) | 0.004 (0.023) | 0.004 (0.023) | 3.078** (0.849) | −0.735 (1.204) | −0.733 (1.206) |
| Gap threshold | 0.0003 | |||||
| Country FE | Y | Y | Y | Y | Y | Y |
| Region FE | Y | Y | Y | Y | Y | Y |
| Observations | 782 | 765 | 765 | 778 | 761 | 761 |
| 0.7113 | 0.6882 | 0.6883 | 0.7913 | 0.7436 | 0.7439 | |
Note(s): Robust standard errors in parentheses
***p < 0.01; **p < 0.05; *p < 0.10
Weights are inverse of number of banks in each country
Source(s): The author's calculations
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