Fixed-effects Driscooll-Kraay results of bank performance
| All sample | Before crisis | During crisis | After crisis | Dodd-frank Act | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Variables | ROAA | ROAE | NIM | ROAA | ROAE | NIM | ROAA | ROAE | NIM | ROAA | ROAE | NIM | ROAA | ROAE | NIM |
| SIZE | −1.18 | 0.60 | 1.48 | 0.88 | 2.99 | 4.54 | 7.26 | 2.73 | 3.93 | −1.21 | −9.35 | −2.95 | −1.18 | 0.60 | 1.48 |
| (5.15e) | (3.12e) | (1.48e) | (1.30e) | (4.16e) | (1.18e) | (8.04e) | (1.08e) | (1.13e) | (4.96e) | (8.63e) | (6.13e) | (5.15e) | (3.12e) | (1.48e) | |
| EPS | 1.70 | 8.81*** | 4.24 | 1.29 | −2.47** | 0.28 | 1.65 | −1.40 | −0.26 | 1.77 | 25.14*** | 1.06 | 1.70 | 8.81*** | 4.24 |
| (0.000) | (0.000) | (8.68e) | (0.000) | (0.001) | (2.40e) | (6.05e) | (0.000) | (3.54e) | (0.000) | (0.000) | (1.87e) | (0.000) | (0.000) | (8.68e) | |
| ETA | 0.42 | 1.29 | 2.99** | 1.45 | −0.62 | 2.09* | 5.56** | 0.86 | 1.01 | 3.50* | −0.63 | 1.42 | 0.42 | 1.29 | 2.99** |
| (13.424) | (31.30) | (0.024) | (18.350) | (20.544) | (0.027) | (0.764) | (51.41) | (0.005) | (8.056) | (31.82) | (0.069) | (13.424) | (31.30) | (0.024) | |
| MCTA | −0.39 | 3.37** | −0.53 | −2.37** | 0.17 | −1.39 | −0.37 | 1.71 | 2.11 | −3.12* | 11.91** | −0.66 | −0.39 | 3.37** | −0.53 |
| (0.000) | (0.002) | (3.72e) | (4.510) | (9.90e) | (9.34e) | (0.000) | (0.001) | (2.81e) | (0.000) | (0.000) | (4.51e) | (0.000) | (0.002) | (3.72e) | |
| ASSETGDP | 0.53 | −3.70 | 0.70 | −2.73 | −1.06 | −4.76 | −6.31 | −3.62 | −4.73 | −3.73 | 0.01 | 3.63 | 0.53 | −3.70 | 0.70 |
| (6.81e) | (2.86e) | (9.95e) | (5.77e) | (9.79e) | (2.43e) | (1.54e) | (5.62e) | (1.44e) | (9.08e) | (1.82e) | (5.84e) | (6.81e) | (2.86e) | (9.95e) | |
| MCGDP | 1.35 | −0.66 | −2.39 | −0.71 | −1.26 | 2.22 | 0.84 | −2.59 | 2.32 | 0.54 | 0.50 | −1.57 | 1.35 | −0.66 | −2.39 |
| (0.000) | (0.008) | (9.53e) | (6.84e) | (2.20e) | (4.11e) | (0.000) | (0.004) | (1.53e) | (0.000) | (0.004) | (3.01e) | (0.000) | (0.008) | (9.53e) | |
| INFR | −1.13 | −325.6*** | 17.52*** | −1.56 | 3.28*** | 1.23 | −89.13*** | 244.45*** | −7.09** | 5.29** | 61.07*** | 6.89** | −1.13 | −325.6*** | 17.52*** |
| (0.005) | (0.070) | (0.000) | (0.049) | (0.106) | (0.000) | (0.004) | (0.326) | (0.000) | (0.003) | (0.040) | (0.000) | (0.005) | (0.070) | (0.000) | |
| GDPG | −1.98 | 428.80*** | 13.10 | −0.96 | 3.43*** | 2.13* | −97.33*** | 230.06*** | −8.39** | −6.35** | 270.31*** | 2.31 | −1.98 | 428.80*** | 13.10 |
| (0.006) | (0.032) | (7.51e) | (0.013) | (0.024) | (0.000) | (0.007) | (0.728) | (0.000) | (0.004) | (0.046) | (0.000) | (0.006) | (0.032) | (7.51e) | |
| DCPS | −72.32*** | −496.0*** | −1.95 | 2.48** | −4.13*** | −3.71*** | 94.98*** | −245.65** | 11.14*** | −16.28*** | −194.4*** | −14.85*** | −72.32*** | −496.0*** | −1.95 |
| (0.000) | (0.037) | (5.94e) | (0.019) | (0.030) | (0.000) | (0.002) | (0.143) | (0.000) | (0.000) | (0.007) | (9.500) | (0.000) | (0.037) | (5.94e) | |
| HHI | 15.06*** | 498.30*** | −34.33*** | 2.40** | −0.65 | −3.98*** | 15.06*** | 498.30*** | −34.33*** | ||||||
| (6.161) | (61.213) | (0.013) | (26.987) | (86.057) | (0.101) | (6.161) | (61.213) | (0.013) | |||||||
| Cons | 12.20*** | 384.98*** | −23.88*** | −3.61*** | 0.07 | −3.33*** | 12.20*** | 384.98*** | −23.88*** | ||||||
| (0.474) | (7.642) | (0.000) | (1.979) | (9.550) | (0.143) | (0.474) | (7.642) | (0.000) | |||||||
| Obs. | 11,892 | 11,892 | 11,892 | 5,548 | 5,548 | 5,548 | 2,379 | 2,379 | 2,379 | 2,379 | 2,379 | 2,379 | 3,965 | 3,965 | 3,965 |
| All sample | Before crisis | During crisis | After crisis | Dodd-frank Act | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Variables | ROAA | ROAE | NIM | ROAA | ROAE | NIM | ROAA | ROAE | NIM | ROAA | ROAE | NIM | ROAA | ROAE | NIM |
| SIZE | −1.18 | 0.60 | 1.48 | 0.88 | 2.99 | 4.54 | 7.26 | 2.73 | 3.93 | −1.21 | −9.35 | −2.95 | −1.18 | 0.60 | 1.48 |
| (5.15e) | (3.12e) | (1.48e) | (1.30e) | (4.16e) | (1.18e) | (8.04e) | (1.08e) | (1.13e) | (4.96e) | (8.63e) | (6.13e) | (5.15e) | (3.12e) | (1.48e) | |
| EPS | 1.70 | 8.81*** | 4.24 | 1.29 | −2.47** | 0.28 | 1.65 | −1.40 | −0.26 | 1.77 | 25.14*** | 1.06 | 1.70 | 8.81*** | 4.24 |
| (0.000) | (0.000) | (8.68e) | (0.000) | (0.001) | (2.40e) | (6.05e) | (0.000) | (3.54e) | (0.000) | (0.000) | (1.87e) | (0.000) | (0.000) | (8.68e) | |
| ETA | 0.42 | 1.29 | 2.99** | 1.45 | −0.62 | 2.09* | 5.56** | 0.86 | 1.01 | 3.50* | −0.63 | 1.42 | 0.42 | 1.29 | 2.99** |
| (13.424) | (31.30) | (0.024) | (18.350) | (20.544) | (0.027) | (0.764) | (51.41) | (0.005) | (8.056) | (31.82) | (0.069) | (13.424) | (31.30) | (0.024) | |
| MCTA | −0.39 | 3.37** | −0.53 | −2.37** | 0.17 | −1.39 | −0.37 | 1.71 | 2.11 | −3.12* | 11.91** | −0.66 | −0.39 | 3.37** | −0.53 |
| (0.000) | (0.002) | (3.72e) | (4.510) | (9.90e) | (9.34e) | (0.000) | (0.001) | (2.81e) | (0.000) | (0.000) | (4.51e) | (0.000) | (0.002) | (3.72e) | |
| ASSETGDP | 0.53 | −3.70 | 0.70 | −2.73 | −1.06 | −4.76 | −6.31 | −3.62 | −4.73 | −3.73 | 0.01 | 3.63 | 0.53 | −3.70 | 0.70 |
| (6.81e) | (2.86e) | (9.95e) | (5.77e) | (9.79e) | (2.43e) | (1.54e) | (5.62e) | (1.44e) | (9.08e) | (1.82e) | (5.84e) | (6.81e) | (2.86e) | (9.95e) | |
| MCGDP | 1.35 | −0.66 | −2.39 | −0.71 | −1.26 | 2.22 | 0.84 | −2.59 | 2.32 | 0.54 | 0.50 | −1.57 | 1.35 | −0.66 | −2.39 |
| (0.000) | (0.008) | (9.53e) | (6.84e) | (2.20e) | (4.11e) | (0.000) | (0.004) | (1.53e) | (0.000) | (0.004) | (3.01e) | (0.000) | (0.008) | (9.53e) | |
| INFR | −1.13 | −325.6*** | 17.52*** | −1.56 | 3.28*** | 1.23 | −89.13*** | 244.45*** | −7.09** | 5.29** | 61.07*** | 6.89** | −1.13 | −325.6*** | 17.52*** |
| (0.005) | (0.070) | (0.000) | (0.049) | (0.106) | (0.000) | (0.004) | (0.326) | (0.000) | (0.003) | (0.040) | (0.000) | (0.005) | (0.070) | (0.000) | |
| GDPG | −1.98 | 428.80*** | 13.10 | −0.96 | 3.43*** | 2.13* | −97.33*** | 230.06*** | −8.39** | −6.35** | 270.31*** | 2.31 | −1.98 | 428.80*** | 13.10 |
| (0.006) | (0.032) | (7.51e) | (0.013) | (0.024) | (0.000) | (0.007) | (0.728) | (0.000) | (0.004) | (0.046) | (0.000) | (0.006) | (0.032) | (7.51e) | |
| DCPS | −72.32*** | −496.0*** | −1.95 | 2.48** | −4.13*** | −3.71*** | 94.98*** | −245.65** | 11.14*** | −16.28*** | −194.4*** | −14.85*** | −72.32*** | −496.0*** | −1.95 |
| (0.000) | (0.037) | (5.94e) | (0.019) | (0.030) | (0.000) | (0.002) | (0.143) | (0.000) | (0.000) | (0.007) | (9.500) | (0.000) | (0.037) | (5.94e) | |
| HHI | 15.06*** | 498.30*** | −34.33*** | 2.40** | −0.65 | −3.98*** | 15.06*** | 498.30*** | −34.33*** | ||||||
| (6.161) | (61.213) | (0.013) | (26.987) | (86.057) | (0.101) | (6.161) | (61.213) | (0.013) | |||||||
| Cons | 12.20*** | 384.98*** | −23.88*** | −3.61*** | 0.07 | −3.33*** | 12.20*** | 384.98*** | −23.88*** | ||||||
| (0.474) | (7.642) | (0.000) | (1.979) | (9.550) | (0.143) | (0.474) | (7.642) | (0.000) | |||||||
| Obs. | 11,892 | 11,892 | 11,892 | 5,548 | 5,548 | 5,548 | 2,379 | 2,379 | 2,379 | 2,379 | 2,379 | 2,379 | 3,965 | 3,965 | 3,965 |
Note(s): The table reports the impacts of the explanatory of listed firms' financial variables and standard errors are reported in parentheses. ***, ** and * indicate statistical significance at the 1%, 5% and 10% levels, respectively. We used to follow three financial crisis period: before crisis (2000–2006), during crisis (2007–2009), after crisis (2010–2012) and DFA (2010–2014)