Panel Granger causality analysis for ROA and ROE
| ROA | ROE | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Null hypothesis: | Obs | Lags | F-statistic | Prob. | Null hypothesis: | Obs | Lags | F-statistic | Prob. |
| CDR ROA | 650 | 2 | 1.62 | 0.20 | CDR ROE | 650 | 2 | 1.54 | 0.22 |
| ROA CDR | 10.94 | 0.00 | ROE CDR | 0.64 | 0.53 | ||||
| RD ROA | 650 | 2 | 23.28 | 0.00 | RD ROE | 650 | 2 | 7.14 | 0.00 |
| ROA RD | 1.35 | 0.26 | ROE RD | 0.64 | 0.53 | ||||
| PSR ROA | 650 | 2 | 4.05 | 0.02 | PSR ROE | 650 | 2 | 1.62 | 0.20 |
| ROA PSR | 3.90 | 0.02 | ROE PSR | 0.84 | 0.43 | ||||
| CAR ROA | 650 | 2 | 11.58 | 0.00 | CAR ROE | 650 | 2 | 4.52 | 0.01 |
| ROA CAR | 4.73 | 0.01 | ROE CAR | 3.93 | 0.02 | ||||
| NITA ROA | 650 | 2 | 1.56 | 0.21 | NITA ROE | 650 | 2 | 1.65 | 0.19 |
| ROA NITA | 11.68 | 0.00 | ROE NITA | 3.08 | 0.05 | ||||
| OICTA ROA | 650 | 2 | 0.98 | 0.37 | OICTA ROE | 650 | 2 | 0.10 | 0.90 |
| ROA OICTA | 3.94 | 0.02 | ROE OICTA | 3.09 | 0.05 | ||||
| OPPTA ROA | 650 | 2 | 13.53 | 0.00 | OPPTA ROE | 650 | 2 | 5.97 | 0.00 |
| ROA OPPTA | 1.54 | 0.21 | ROE OPPTA | 4.84 | 0.01 | ||||
| GDPGR ROA | 650 | 2 | 6.97 | 0.00 | GDPGR ROE | 650 | 2 | 15.79 | 0.00 |
| ROA GDPGR | 0.09 | 0.92 | ROE GDPGR | 2.59 | 0.08 | ||||
| INFL ROA | 650 | 2 | 0.46 | 0.63 | INFL ROE | 650 | 2 | 7.38 | 0.00 |
| ROA INFL | 2.82 | 0.06 | ROE INFL | 15.11 | 0.00 | ||||
| CRR ROA | 650 | 2 | 8.65 | 0.00 | CRR ROE | 650 | 2 | 22.71 | 0.00 |
| ROA CRR | 0.53 | 0.59 | ROE CRR | 1.41 | 0.25 | ||||
| SLR ROA | 585 | 2 | 1.24 | 0.29 | SLR ROE | 585 | 2 | 2.15 | 0.12 |
| ROA SLR | 4.23 | 0.01 | ROE SLR | 13.02 | 0.00 | ||||
| RR ROA | 650 | 2 | 0.83 | 0.43 | RR ROE | 650 | 2 | 7.37 | 0.00 |
| ROA RR | 0.75 | 0.47 | ROE RR | 4.23 | 0.02 | ||||
| BR ROA | 585 | 2 | 2.78 | 0.06 | BR ROE | 585 | 2 | 4.78 | 0.01 |
| ROA DBR | 0.90 | 0.41 | ROE DBR | 1.45 | 0.24 | ||||
| TBR ROA | 650 | 2 | 4.45 | 0.01 | TBR ROE | 650 | 2 | 11.15 | 0.00 |
| ROA TBR | 2.17 | 0.12 | ROE TBR | 13.04 | 0.00 | ||||
| ROA | ROE | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Null hypothesis: | Obs | Lags | Prob. | Null hypothesis: | Obs | Lags | Prob. | ||
| CDR | 650 | 2 | 1.62 | 0.20 | CDR | 650 | 2 | 1.54 | 0.22 |
| ROA | 10.94 | 0.00 | ROE | 0.64 | 0.53 | ||||
| RD | 650 | 2 | 23.28 | 0.00 | RD | 650 | 2 | 7.14 | 0.00 |
| ROA | 1.35 | 0.26 | ROE | 0.64 | 0.53 | ||||
| PSR | 650 | 2 | 4.05 | 0.02 | PSR | 650 | 2 | 1.62 | 0.20 |
| ROA | 3.90 | 0.02 | ROE | 0.84 | 0.43 | ||||
| CAR | 650 | 2 | 11.58 | 0.00 | CAR | 650 | 2 | 4.52 | 0.01 |
| ROA | 4.73 | 0.01 | ROE | 3.93 | 0.02 | ||||
| NITA | 650 | 2 | 1.56 | 0.21 | NITA | 650 | 2 | 1.65 | 0.19 |
| ROA | 11.68 | 0.00 | ROE | 3.08 | 0.05 | ||||
| OICTA | 650 | 2 | 0.98 | 0.37 | OICTA | 650 | 2 | 0.10 | 0.90 |
| ROA | 3.94 | 0.02 | ROE | 3.09 | 0.05 | ||||
| OPPTA | 650 | 2 | 13.53 | 0.00 | OPPTA | 650 | 2 | 5.97 | 0.00 |
| ROA | 1.54 | 0.21 | ROE | 4.84 | 0.01 | ||||
| GDPGR | 650 | 2 | 6.97 | 0.00 | GDPGR | 650 | 2 | 15.79 | 0.00 |
| ROA | 0.09 | 0.92 | ROE | 2.59 | 0.08 | ||||
| INFL | 650 | 2 | 0.46 | 0.63 | INFL | 650 | 2 | 7.38 | 0.00 |
| ROA | 2.82 | 0.06 | ROE | 15.11 | 0.00 | ||||
| CRR | 650 | 2 | 8.65 | 0.00 | CRR | 650 | 2 | 22.71 | 0.00 |
| ROA | 0.53 | 0.59 | ROE | 1.41 | 0.25 | ||||
| SLR | 585 | 2 | 1.24 | 0.29 | SLR | 585 | 2 | 2.15 | 0.12 |
| ROA | 4.23 | 0.01 | ROE | 13.02 | 0.00 | ||||
| RR | 650 | 2 | 0.83 | 0.43 | RR | 650 | 2 | 7.37 | 0.00 |
| ROA | 0.75 | 0.47 | ROE | 4.23 | 0.02 | ||||
| BR | 585 | 2 | 2.78 | 0.06 | BR | 585 | 2 | 4.78 | 0.01 |
| ROA | 0.90 | 0.41 | ROE | 1.45 | 0.24 | ||||
| TBR | 650 | 2 | 4.45 | 0.01 | TBR | 650 | 2 | 11.15 | 0.00 |
| ROA | 2.17 | 0.12 | ROE | 13.04 | 0.00 | ||||
Note(s): means does not Granger cause
Source(s): Authors’ own calculations
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