Panel OLS regression modelling results
| Dep.Var | N.PAT | N.PAT | RTA | RTA | INT.COL | INT.COL | EXT.COL | EXT.COL |
|---|---|---|---|---|---|---|---|---|
| Lag | t + 1 | t + 3 | t + 1 | t + 3 | t + 1 | t + 3 | t + 1 | t + 3 |
| Model n. | (1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) |
| Constant | −0.570 (1.312) | 1.159 (1.386) | 3.198* (1.412) | 2.273 (2.451) | −2.533* (1.213) | −0.949 (1.297) | −0.820 (0.756) | −0.064 (0.683) |
| N.CBA | 0.191*** (0.028) | 0.193*** (0.027) | 0.013 (0.015) | 0.009 (0.017) | 0.211*** (0.035) | 0.219*** (0.034) | 0.084*** (0.021) | 0.085*** (0.024) |
| Cluster controls | ||||||||
| IND.SIZE | 0.291*** (0.032) | 0.300*** (0.031) | 0.185*** (0.020) | 0.189*** (0.020) | 0.231*** (0.033) | 0.232*** (0.032) | 0.127*** (0.019) | 0.130*** (0.019) |
| IND.RTA | 0.143*** (0.016) | 0.137*** (0.016) | 0.233*** (0.021) | 0.218*** (0.021) | 0.104*** (0.014) | 0.101*** (0.014) | 0.016** (0.006) | 0.017** (0.006) |
| Region controls | ||||||||
| PAT.CAP | 0.033* (0.014) | −0.011 (0.015) | −0.027 (0.021) | −0.046 (0.030) | 0.007 (0.013) | −0.011 (0.014) | 0.006 (0.006) | −0.003 (0.007) |
| REG.DIV | 0.080** (0.026) | 0.041 (0.029) | 0.042 (0.032) | 0.063 (0.035) | 0.031 (0.024) | 0.009 (0.025) | 0.017 (0.016) | 0.021 (0.012) |
| EMP.RATE | 0.033 (0.133) | −0.092 (0.168) | −0.120 (0.143) | −0.165 (0.296) | 0.008 (0.124) | −0.074 (0.166) | −0.060 (0.068) | −0.097 (0.075) |
| HUM.CAP | 0.234*** (0.063) | 0.141* (0.061) | 0.033 (0.068) | 0.092 (0.095) | 0.139* (0.063) | 0.022 (0.064) | 0.075* (0.036) | 0.008 (0.035) |
| POP.DEN | 0.104 (0.246) | −0.032 (0.268) | −0.450 (0.277) | −0.198 (0.422) | 0.591* (0.233) | 0.417 (0.241) | 0.282 (0.149) | 0.194 (0.134) |
| Region FE | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| Industry FE | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| Time FE | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| R2 | 0.832 | 0.834 | 0.226 | 0.224 | 0.742 | 0.744 | 0.673 | 0.677 |
| Adjusted R2 | 0.830 | 0.830 | 0.213 | 0.209 | 0.738 | 0.739 | 0.667 | 0.670 |
| F Statistic | 282.821*** | 249.153*** | 16.640*** | 14.389*** | 164.044*** | 144.496*** | 117.185*** | 104.174*** |
| Dep.Var | N.PAT | N.PAT | RTA | RTA | INT.COL | INT.COL | EXT.COL | EXT.COL |
|---|---|---|---|---|---|---|---|---|
| Lag | t + 1 | t + 3 | t + 1 | t + 3 | t + 1 | t + 3 | t + 1 | t + 3 |
| Model n. | (1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) |
| Constant | −0.570 (1.312) | 1.159 (1.386) | 3.198 | 2.273 (2.451) | −2.533 | −0.949 (1.297) | −0.820 (0.756) | −0.064 (0.683) |
| N.CBA | 0.191 | 0.193 | 0.013 (0.015) | 0.009 (0.017) | 0.211 | 0.219 | 0.084 | 0.085 |
| IND.SIZE | 0.291 | 0.300 | 0.185 | 0.189 | 0.231 | 0.232 | 0.127 | 0.130 |
| IND.RTA | 0.143 | 0.137 | 0.233 | 0.218 | 0.104 | 0.101 | 0.016 | 0.017 |
| PAT.CAP | 0.033 | −0.011 (0.015) | −0.027 (0.021) | −0.046 (0.030) | 0.007 (0.013) | −0.011 (0.014) | 0.006 (0.006) | −0.003 (0.007) |
| REG.DIV | 0.080 | 0.041 (0.029) | 0.042 (0.032) | 0.063 (0.035) | 0.031 (0.024) | 0.009 (0.025) | 0.017 (0.016) | 0.021 (0.012) |
| EMP.RATE | 0.033 (0.133) | −0.092 (0.168) | −0.120 (0.143) | −0.165 (0.296) | 0.008 (0.124) | −0.074 (0.166) | −0.060 (0.068) | −0.097 (0.075) |
| HUM.CAP | 0.234 | 0.141 | 0.033 (0.068) | 0.092 (0.095) | 0.139 | 0.022 (0.064) | 0.075 | 0.008 (0.035) |
| POP.DEN | 0.104 (0.246) | −0.032 (0.268) | −0.450 (0.277) | −0.198 (0.422) | 0.591 | 0.417 (0.241) | 0.282 (0.149) | 0.194 (0.134) |
| Region FE | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| Industry FE | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| Time FE | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| R2 | 0.832 | 0.834 | 0.226 | 0.224 | 0.742 | 0.744 | 0.673 | 0.677 |
| Adjusted R2 | 0.830 | 0.830 | 0.213 | 0.209 | 0.738 | 0.739 | 0.667 | 0.670 |
| F Statistic | 282.821 | 249.153 | 16.640 | 14.389 | 164.044 | 144.496 | 117.185 | 104.174 |
Notes:
*p < 0.05; **p < 0.01; ***p < 0.001; clustered (at region level) robust standard errors are in parentheses; regional clusters are defined as industry-region pairs with RCA > 1
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