Regression based on the instrumental variable approach
| Variable | (1) | (2) |
|---|---|---|
| First | Second | |
| D&O | Abtone | |
| L.Mean_D&O | 0.850*** | |
| (8.18) | ||
| D&O | 0.103*** | |
| (2.80) | ||
| Size | 0.040*** | −0.000 |
| (12.70) | (−0.07) | |
| Lev | 0.054*** | 0.003 |
| (2.86) | (0.42) | |
| Growth | −0.001 | 0.001 |
| (−0.60) | (0.75) | |
| Dir | −0.022 | 0.025** |
| (−0.64) | (1.97) | |
| Top1 | −0.035** | 0.030*** |
| (−2.02) | (4.54) | |
| ROE | −0.010 | −0.006 |
| (−0.48) | (−0.81) | |
| Loss | 0.010 | −0.002 |
| (1.04) | (−0.64) | |
| OCF | 0.029 | −0.029** |
| (0.84) | (−2.13) | |
| LR | 0.002 | −0.003*** |
| (0.90) | (−4.35) | |
| Dual | −0.028*** | 0.005** |
| (−5.12) | (2.06) | |
| BM | 0.013*** | −0.009*** |
| (3.22) | (−7.36) | |
| Board | −0.023* | 0.017*** |
| (−1.70) | (3.42) | |
| Constant | −0.801*** | −0.050 |
| (−11.33) | (−1.31) | |
| Observations | 15,587 | 15,587 |
| R-squared | 0.022 | |
| Year | Yes | Yes |
| Industry | Yes | Yes |
| N | 15,587 | 15,587 |
| r2_a | 0.0180 |
| Variable | (1) | (2) |
|---|---|---|
| 0.850*** | ||
| (8.18) | ||
| 0.103*** | ||
| (2.80) | ||
| 0.040*** | −0.000 | |
| (12.70) | (−0.07) | |
| 0.054*** | 0.003 | |
| (2.86) | (0.42) | |
| −0.001 | 0.001 | |
| (−0.60) | (0.75) | |
| −0.022 | 0.025** | |
| (−0.64) | (1.97) | |
| −0.035** | 0.030*** | |
| (−2.02) | (4.54) | |
| −0.010 | −0.006 | |
| (−0.48) | (−0.81) | |
| 0.010 | −0.002 | |
| (1.04) | (−0.64) | |
| 0.029 | −0.029** | |
| (0.84) | (−2.13) | |
| 0.002 | −0.003*** | |
| (0.90) | (−4.35) | |
| −0.028*** | 0.005** | |
| (−5.12) | (2.06) | |
| 0.013*** | −0.009*** | |
| (3.22) | (−7.36) | |
| −0.023* | 0.017*** | |
| (−1.70) | (3.42) | |
| −0.801*** | −0.050 | |
| (−11.33) | (−1.31) | |
| 15,587 | 15,587 | |
| 0.022 | ||
| Yes | Yes | |
| Yes | Yes | |
| 15,587 | 15,587 | |
| r2_a | 0.0180 |
Note(s): ***, **, and * denote statistical significance at the 1%, 5%, and 10% levels, respectively
Source(s): Table by authors
Sharing content requires targeting cookies to be enabled. Please update your cookie preferences to use this feature.