Model | Model 4 | Â | Â | Â | Â | Â |
---|---|---|---|---|---|---|
 | Impact of NPL on ROA by moderating the COVID-19 Fixed effect |  |  | Impact of NPL on ROA by moderating the COVID-19 Random effect |  |  |
 | Coefficients | T | Sig | Coefficients | T | Sig |
(Constant) |  − 0.707 |  − 1.33 | .183 |  − 0.919 |  − 2.150 | .031** |
G.NPL% |  − .030 |  − 3.70 | .000*** |  − .030 |  − 4.538 | .000*** |
SIZ | .058 | 0.120 | .229 | 0.053 | 1.429 | .153 |
LD % |  − .0004 |  − 5.546 | .000*** |  − .0004 |  − 7.779 | .000*** |
EA % | .027 | 1.980 | .048** | 0.027 | 2.365 | .018** |
CA % | .077 | 6.44 | .000*** | 0.093 | 9.47 | .000*** |
LLR % |  − 0.002 |  − 2.45 | .015** |  − .002 |  − 3.314 | 0.001** |
LA % | .005 | 1.33 | .183 | .005 | 1.75 | .079* |
INF | .0099 | 1.735 | .083* | 0.013 | 2.537 | .011** |
UNE | .021 | 1.898 | .058* | .017 | 1.93 | .053* |
TC |  − 1.82E − 06 |  − 6.87 | .000*** |  − 1.92E − 06 |  − 7.84 | .000*** |
TD | 5.42E − 05 | 5.074 | .000*** | 5.76E − 05 | 5.87 | .000*** |
Model summary | Adjusted R Square | 0.578 | Â | Adjusted R Square | 0.283 | Â |
 | F | 5.476 |  | F | 25.608 |  |
 | Sig | 0.000 |  | Sig | 0.000 |  |
Hausman test | Chi sq. 11.299 | Prob | 0.418 | Â | Â | Â |
Model | Model 4 | Â | Â | Â | Â | Â |
---|---|---|---|---|---|---|
 | Impact of NPL on ROE by moderating the COVID-19 Fixed effects |  |  | Impact of NPL on ROE by moderating the COVID-1Random effects 9 |  |  |
 | Coefficients | T | Sig | Coefficients | T | Sig |
(Constant) | 3.098 | 0.762 | .446 | 1.424 | 0.44 | .659 |
G.NPL% |  − .182 |  − 2.85 | .004** |  − .0210 |  − 4.181 | .000*** |
SIZ | .136 | 0.364 | .716 | 0.247 | 0.881 | .378 |
LD % |  − .0023 |  − 4.592 | .000*** |  − .0025 |  − 6.217 | .000*** |
EA % |  − 0.272 |  − 2.603 | .009** |  − 0.287 |  − 3.292 | .001** |
CA % | .491 | 5.37 | .000*** | 0.568 | 7.633 | .000*** |
LLR % |  − 0.006 |  − 1.00 | .316 |  − .007 |  − 1.448 | 0.148 |
LA % | .050 | 1.87 | 0.06* | .058 | 2.83 | .005** |
INF | .039 | 0.897 | .369 | 0.066 | 1.728 | .084* |
UNE | .245 | 2.878 | .004** | .177 | 2.643 | .008** |
TC |  − 1.30E − 05 |  − 6.38 | .000*** |  − 1.49E − 05 |  − 8.004 | .000*** |
TD | 0.0003 | 4.35 | .000*** | 0.0004 | 5.956 | .000*** |
Model summary | Adjusted R Square | 0.516 | Â | Adjusted R Square | 0.215 | Â |
 | F | 4.486 |  | F | 18.123 |  |
 | Sig | 0.000 |  | Sig | 0.000 |  |
 | Chi sq. 15.685 | Prob | 0.153 |  |  |  |