OLS regression results
| Var. | Bias_Sales | Bias_NI | Bias_CF | Bias_ CAPEX |
|---|---|---|---|---|
| (1) | (2) | (3) | (4) | |
| PFR | −0.700*** | −0.009** | −0.028*** | −0.075*** |
| (0.000) | (0.044) | (0.003) | (0.000) | |
| SIZE | 0.095*** | 0.000 | −0.001 | −0.006*** |
| (0.000) | (0.774) | (0.177) | (0.000) | |
| LEV | −1.257*** | 0.002 | −0.021*** | −0.046*** |
| (0.000) | (0.610) | (0.000) | (0.000) | |
| ROA | −2.152*** | −0.949*** | −0.941*** | −0.118*** |
| (0.000) | (0.000) | (0.000) | (0.000) | |
| MTB | −0.018 | −0.003*** | −0.003*** | −0.012*** |
| (0.130) | (0.004) | (0.002) | (0.000) | |
| BETA | −0.008 | 0.001 | 0.004** | 0.005* |
| (0.696) | (0.182) | (0.039) | (0.088) | |
| VOL | −0.062 | −0.024*** | −0.032*** | −0.018 |
| (0.501) | (0.001) | (0.001) | (0.186) | |
| Foreign | −0.061*** | −0.001* | −0.001 | 0.004** |
| (0.000) | (0.065) | (0.150) | (0.023) | |
| Blockholder | −0.004*** | 0.000 | −0.000 | −0.000 |
| (0.000) | (0.583) | (0.145) | (0.635) | |
| DA | 0.225 | 0.026*** | 0.069*** | 0.011 |
| (0.122) | (0.004) | (0.000) | (0.576) | |
| BIG4 | −0.064*** | 0.000 | −0.001 | 0.005 |
| (0.002) | (0.792) | (0.723) | (0.179) | |
| Market | 0.116*** | −0.002* | −0.001 | −0.012*** |
| (0.000) | (0.077) | (0.438) | (0.004) | |
| Industry FE | Included | Included | Included | Included |
| Year FE | Included | Included | Included | Included |
| N | 2,983 | 2,885 | 2,529 | 2072 |
| R2 | 0.378 | 0.940 | 0.837 | 0.266 |
| Var. | Bias_Sales | Bias_NI | Bias_CF | Bias_ CAPEX |
|---|---|---|---|---|
| (1) | (2) | (3) | (4) | |
| PFR | −0.700*** | −0.009** | −0.028*** | −0.075*** |
| (0.000) | (0.044) | (0.003) | (0.000) | |
| SIZE | 0.095*** | 0.000 | −0.001 | −0.006*** |
| (0.000) | (0.774) | (0.177) | (0.000) | |
| LEV | −1.257*** | 0.002 | −0.021*** | −0.046*** |
| (0.000) | (0.610) | (0.000) | (0.000) | |
| ROA | −2.152*** | −0.949*** | −0.941*** | −0.118*** |
| (0.000) | (0.000) | (0.000) | (0.000) | |
| MTB | −0.018 | −0.003*** | −0.003*** | −0.012*** |
| (0.130) | (0.004) | (0.002) | (0.000) | |
| BETA | −0.008 | 0.001 | 0.004** | 0.005* |
| (0.696) | (0.182) | (0.039) | (0.088) | |
| VOL | −0.062 | −0.024*** | −0.032*** | −0.018 |
| (0.501) | (0.001) | (0.001) | (0.186) | |
| Foreign | −0.061*** | −0.001* | −0.001 | 0.004** |
| (0.000) | (0.065) | (0.150) | (0.023) | |
| Blockholder | −0.004*** | 0.000 | −0.000 | −0.000 |
| (0.000) | (0.583) | (0.145) | (0.635) | |
| DA | 0.225 | 0.026*** | 0.069*** | 0.011 |
| (0.122) | (0.004) | (0.000) | (0.576) | |
| BIG4 | −0.064*** | 0.000 | −0.001 | 0.005 |
| (0.002) | (0.792) | (0.723) | (0.179) | |
| Market | 0.116*** | −0.002* | −0.001 | −0.012*** |
| (0.000) | (0.077) | (0.438) | (0.004) | |
| Industry FE | Included | Included | Included | Included |
| Year FE | Included | Included | Included | Included |
| 2,983 | 2,885 | 2,529 | 2072 | |
| 0.378 | 0.940 | 0.837 | 0.266 |
Note(s): This regression uses robust standard errors. Values in parentheses indicate p-values. *, **, and *** denote statistical significance at the 10, 5, and 1% levels, respectively
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