Logistic regressions deleting countries with large or little numbers of observations
| Variable | Coefficient | Wald statistics | Significance | Odds ratio | Coefficient | Wald statistics | Significance | Odds ratio |
|---|---|---|---|---|---|---|---|---|
| Model 1a | Model 1b | |||||||
| SIZE | 0.000 | 0.037 | 0.847 | 1,000 | 0.000 | 0.017 | 0.896 | 1.000 |
| MV | 0.000 | 0.165 | 0.684 | 1,000 | 0.000 | 0.093 | 0.760 | 1.000 |
| BOARD | 0.092*** | 9.635 | 0.002 | 1,097 | 0.098*** | 11.092 | 0.001 | 1.103 |
| FLOAT | −0.107 | 0.068 | 0.794 | 0.898 | −0.150 | 0.134 | 0.714 | 0.861 |
| ROA | −0.695*** | 7.564 | 0.006 | 0.499 | −0.693*** | 7.605 | 0.006 | 0.500 |
| JUD.IND [H1a(−)] | −0.221** | 5.462 | 0.019 | 0.802 | ||||
| STREN. REP [H1b(−)] | −0.271** | 4.130 | 0.042 | 0.763 | ||||
| MIN. PROT | ||||||||
| ANG | ||||||||
| JUD.IND*ROA | ||||||||
| STREN.REP*ROA | ||||||||
| MIN.PROT*ROA | ||||||||
| ANG*ROA | ||||||||
| CONSTANT | −3.080*** | 22.523 | 0.000 | 0.046 | −2.789*** | 11.170 | 0.001 | 0.061 |
| No. observations | 3,485 | 3,485 | ||||||
| Nagelkerke R square | 0.029 | 0.028 | ||||||
| Model 1c | Model 1d | |||||||
| SIZE | 0.000 | 0.009 | 0.923 | 1.000 | 0.000 | 0.169 | 0.681 | 1.000 |
| MV | 0.000 | 0.016 | 0.899 | 1.000 | 0.000 | 0.168 | 0.682 | 1.000 |
| BOARD | 0.112*** | 15.376 | 0.000 | 1.119 | 0.076*** | 6.565 | 0.010 | 1.079 |
| FLOAT | −0.326 | 0.667 | 0.414 | 0.722 | 0.019 | 0.002 | 0.963 | 1.019 |
| ROA | −0.713*** | 7.934 | 0.005 | 0.490 | −0.637** | 5.678 | 0.017 | 0.529 |
| JUD.IND | ||||||||
| STREN. REP | ||||||||
| MIN. PROT [H1c(−)] | −0.046** | 6.374 | 0.012 | 0.955 | ||||
| ANG [H1d(−)] | −1.036*** | 14.494 | 0.000 | 0.355 | ||||
| JUD.IND*ROA | ||||||||
| STREN.REP*ROA | ||||||||
| MIN.PROT*ROA | ||||||||
| ANG*ROA | ||||||||
| CONSTANT | −1.221 | 0.925 | 0.336 | 0.295 | −3.862*** | 90.610 | 0.000 | 0.021 |
| No. observations | 3,485 | 3,485 | ||||||
| Nagelkerke R square | 0.030 | 0.042 | ||||||
| Model 2a | Model 2b | |||||||
| SIZE | 0.000 | 0.006 | 0.941 | 1.000 | 0.000 | 0.034 | 0.854 | 1.000 |
| MV | 0.000 | 0.080 | 0.778 | 1.000 | 0.000 | 0.150 | 0.699 | 1.000 |
| BOARD | 0.093*** | 9.764 | 0.002 | 1.097 | 0.099*** | 11.499 | 0.001 | 1.105 |
| FLOAT | −0.165 | 0.161 | 0.688 | 0.848 | −0.207 | 0.257 | 0.612 | 0.813 |
| ROA | −9.155*** | 6.671 | 0.010 | 0.000 | −15.510*** | 7.315 | 0.007 | 0.000 |
| JUD.IND | −0.258*** | 7.092 | 0.008 | 0.773 | ||||
| STREN. REP | −0.329** | 6.029 | 0.014 | 0.720 | ||||
| MIN. PROT | ||||||||
| ANG | ||||||||
| JUD.IND*ROA [H2a(+)] | 1.553** | 5.330 | 0.021 | 4.724 | ||||
| STREN.REP*ROA [H2b(+)] | 2.607*** | 6.577 | 0.010 | 13.564 | ||||
| MIN.PROT*ROA | ||||||||
| ANG*ROA | ||||||||
| CONSTANT | −2.865 | 18.945 | 0.000 | 0.057 | −2.449*** | 8.534 | 0.003 | 0.086 |
| No. observations | 3,485 | 3,485 | ||||||
| Nagelkerke R square | 0.038 | 0.035 | ||||||
| Model 2c | Model 2d | |||||||
| SIZE | 0.000 | 0.007 | 0.931 | 1.000 | 0.000 | 0.060 | 0.807 | 1.000 |
| MV | 0.000 | 0.025 | 0.875 | 1.000 | 0.000 | 0.059 | 0.808 | 1.000 |
| BOARD | 0.112*** | 15.314 | 0.000 | 1.118 | 0.076*** | 6.647 | 0.010 | 1.079 |
| FLOAT | −0.354 | 0.788 | 0.375 | 0.702 | −0.036 | 0.008 | 0.929 | 0.965 |
| ROA | −10.570 | 2.579 | 0.108 | 0.000 | −0.922*** | 9.407 | 0.002 | 0.398 |
| JUD.IND | ||||||||
| STREN. REP | ||||||||
| MIN. PROT | −0.047*** | 6.802 | 0.009 | 0.954 | ||||
| ANG | −1.142*** | 15.165 | 0.000 | 0.319 | ||||
| JUD.IND*ROA | ||||||||
| STREN.REP*ROA | ||||||||
| MIN.PROT*ROA [H2c(+)] | 0.142 | 2.203 | 0.138 | 1.153 | ||||
| ANG*ROA [H2d(+)] | 2.445** | 5.041 | 0.025 | 11.525 | ||||
| CONSTANT | −1.084 | 0.721 | 0.396 | 0.338 | −3.844 | 90.355 | 0.000 | 0.021 |
| No. Observations | 3,485 | 3,485 | ||||||
| Nagelkerke R square | 0.033 | 0.048 | ||||||
| Variable | Coefficient | Wald statistics | Significance | Odds ratio | Coefficient | Wald statistics | Significance | Odds ratio |
|---|---|---|---|---|---|---|---|---|
| Model 1a | Model 1b | |||||||
| SIZE | 0.000 | 0.037 | 0.847 | 1,000 | 0.000 | 0.017 | 0.896 | 1.000 |
| MV | 0.000 | 0.165 | 0.684 | 1,000 | 0.000 | 0.093 | 0.760 | 1.000 |
| BOARD | 0.092 | 9.635 | 0.002 | 1,097 | 0.098 | 11.092 | 0.001 | 1.103 |
| FLOAT | −0.107 | 0.068 | 0.794 | 0.898 | −0.150 | 0.134 | 0.714 | 0.861 |
| ROA | −0.695 | 7.564 | 0.006 | 0.499 | −0.693 | 7.605 | 0.006 | 0.500 |
| JUD.IND [ | −0.221 | 5.462 | 0.019 | 0.802 | ||||
| STREN. REP [ | −0.271 | 4.130 | 0.042 | 0.763 | ||||
| MIN. PROT | ||||||||
| ANG | ||||||||
| JUD.IND*ROA | ||||||||
| STREN.REP*ROA | ||||||||
| MIN.PROT*ROA | ||||||||
| ANG*ROA | ||||||||
| CONSTANT | −3.080 | 22.523 | 0.000 | 0.046 | −2.789 | 11.170 | 0.001 | 0.061 |
| No. observations | 3,485 | 3,485 | ||||||
| Nagelkerke R square | 0.029 | 0.028 | ||||||
| Model 1c | Model 1d | |||||||
| SIZE | 0.000 | 0.009 | 0.923 | 1.000 | 0.000 | 0.169 | 0.681 | 1.000 |
| MV | 0.000 | 0.016 | 0.899 | 1.000 | 0.000 | 0.168 | 0.682 | 1.000 |
| BOARD | 0.112 | 15.376 | 0.000 | 1.119 | 0.076 | 6.565 | 0.010 | 1.079 |
| FLOAT | −0.326 | 0.667 | 0.414 | 0.722 | 0.019 | 0.002 | 0.963 | 1.019 |
| ROA | −0.713 | 7.934 | 0.005 | 0.490 | −0.637 | 5.678 | 0.017 | 0.529 |
| JUD.IND | ||||||||
| STREN. REP | ||||||||
| MIN. PROT [ | −0.046 | 6.374 | 0.012 | 0.955 | ||||
| ANG [ | −1.036 | 14.494 | 0.000 | 0.355 | ||||
| JUD.IND*ROA | ||||||||
| STREN.REP*ROA | ||||||||
| MIN.PROT*ROA | ||||||||
| ANG*ROA | ||||||||
| CONSTANT | −1.221 | 0.925 | 0.336 | 0.295 | −3.862 | 90.610 | 0.000 | 0.021 |
| No. observations | 3,485 | 3,485 | ||||||
| Nagelkerke R square | 0.030 | 0.042 | ||||||
| Model 2a | Model 2b | |||||||
| SIZE | 0.000 | 0.006 | 0.941 | 1.000 | 0.000 | 0.034 | 0.854 | 1.000 |
| MV | 0.000 | 0.080 | 0.778 | 1.000 | 0.000 | 0.150 | 0.699 | 1.000 |
| BOARD | 0.093 | 9.764 | 0.002 | 1.097 | 0.099 | 11.499 | 0.001 | 1.105 |
| FLOAT | −0.165 | 0.161 | 0.688 | 0.848 | −0.207 | 0.257 | 0.612 | 0.813 |
| ROA | −9.155 | 6.671 | 0.010 | 0.000 | −15.510 | 7.315 | 0.007 | 0.000 |
| JUD.IND | −0.258 | 7.092 | 0.008 | 0.773 | ||||
| STREN. REP | −0.329 | 6.029 | 0.014 | 0.720 | ||||
| MIN. PROT | ||||||||
| ANG | ||||||||
| JUD.IND*ROA [ | 1.553 | 5.330 | 0.021 | 4.724 | ||||
| STREN.REP*ROA [ | 2.607 | 6.577 | 0.010 | 13.564 | ||||
| MIN.PROT*ROA | ||||||||
| ANG*ROA | ||||||||
| CONSTANT | −2.865 | 18.945 | 0.000 | 0.057 | −2.449 | 8.534 | 0.003 | 0.086 |
| No. observations | 3,485 | 3,485 | ||||||
| Nagelkerke R square | 0.038 | 0.035 | ||||||
| Model 2c | Model 2d | |||||||
| SIZE | 0.000 | 0.007 | 0.931 | 1.000 | 0.000 | 0.060 | 0.807 | 1.000 |
| MV | 0.000 | 0.025 | 0.875 | 1.000 | 0.000 | 0.059 | 0.808 | 1.000 |
| BOARD | 0.112 | 15.314 | 0.000 | 1.118 | 0.076 | 6.647 | 0.010 | 1.079 |
| FLOAT | −0.354 | 0.788 | 0.375 | 0.702 | −0.036 | 0.008 | 0.929 | 0.965 |
| ROA | −10.570 | 2.579 | 0.108 | 0.000 | −0.922 | 9.407 | 0.002 | 0.398 |
| JUD.IND | ||||||||
| STREN. REP | ||||||||
| MIN. PROT | −0.047 | 6.802 | 0.009 | 0.954 | ||||
| ANG | −1.142 | 15.165 | 0.000 | 0.319 | ||||
| JUD.IND*ROA | ||||||||
| STREN.REP*ROA | ||||||||
| MIN.PROT*ROA [ | 0.142 | 2.203 | 0.138 | 1.153 | ||||
| ANG*ROA [ | 2.445 | 5.041 | 0.025 | 11.525 | ||||
| CONSTANT | −1.084 | 0.721 | 0.396 | 0.338 | −3.844 | 90.355 | 0.000 | 0.021 |
| No. Observations | 3,485 | 3,485 | ||||||
| Nagelkerke R square | 0.033 | 0.048 | ||||||
Notes:
***Significant at the 0.01 level; **significant at the 0.05 level
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