Estimation results for H3 by using PGLM
| Variable | Coefficient | SD | t-statistic | p-value |
|---|---|---|---|---|
| Panel A: estimation results by using modified Basu’s (1997) model | ||||
| Constant | 0.169 | 0.070 | 2.387 | 0.017** |
| NEG | −0.126 | 0.123 | −1.031 | 0.303 |
| MB | 0.004 | 0.001 | 2.710 | 0.006*** |
| RET | −0.002 | 0.079 | −0.025 | 0.980 |
| ACINST | 0.046 | 0.096 | 0.481 | 0.630 |
| INACINST | −0.400 | 0.174 | −2.299 | 0.021** |
| NEG×MB | −0.001 | 0.003 | −0.376 | 0.707 |
| RET×MB | −0.002 | 0.008 | −0.205 | 0.837 |
| RET×NEG | 0.119 | 0.342 | 0.349 | 0.726 |
| RET×NEG×MB | 0.005 | 0.010 | 0.554 | 0.579 |
| ACINST×NEG | 0.172 | 0.161 | 1.066 | 0.286 |
| ACINST×RET | −0.081 | 0.138 | −0.592 | 0.553 |
| ACINST×RET×NEG | 0.860 | 0.482 | 1.774 | 0.076 |
| INACINST×NEG | 0.126 | 0.308 | 0.408 | 0.683 |
| INACINST×RET | 0.482 | 0.296 | 1.629 | 0.103 |
| INACINST×RET×NEG | −1.578 | 0.973 | −1.621 | 0.104 |
| Panel B: estimation results by using Beaver and Ryan’s (2000) model | ||||
| Constant | −6.682 | 0.393 | −16.982 | <0.001*** |
| ACINST | −0.152 | 0.176 | −0.865 | 0.387 |
| INACINST | −0.243 | 0.248 | −0.976 | 0.329 |
| LEV | 2.955 | 0.134 | 21.929 | <0.001*** |
| SIZE | 0.317 | 0.028 | 11.418 | <0.001*** |
| Variable | Coefficient | SD | ||
|---|---|---|---|---|
| Constant | 0.169 | 0.070 | 2.387 | 0.017** |
| −0.126 | 0.123 | −1.031 | 0.303 | |
| 0.004 | 0.001 | 2.710 | 0.006*** | |
| −0.002 | 0.079 | −0.025 | 0.980 | |
| 0.046 | 0.096 | 0.481 | 0.630 | |
| −0.400 | 0.174 | −2.299 | 0.021** | |
| −0.001 | 0.003 | −0.376 | 0.707 | |
| −0.002 | 0.008 | −0.205 | 0.837 | |
| 0.119 | 0.342 | 0.349 | 0.726 | |
| 0.005 | 0.010 | 0.554 | 0.579 | |
| 0.172 | 0.161 | 1.066 | 0.286 | |
| −0.081 | 0.138 | −0.592 | 0.553 | |
| 0.860 | 0.482 | 1.774 | 0.076 | |
| 0.126 | 0.308 | 0.408 | 0.683 | |
| 0.482 | 0.296 | 1.629 | 0.103 | |
| −1.578 | 0.973 | −1.621 | 0.104 | |
| Constant | −6.682 | 0.393 | −16.982 | <0.001*** |
| −0.152 | 0.176 | −0.865 | 0.387 | |
| −0.243 | 0.248 | −0.976 | 0.329 | |
| 2.955 | 0.134 | 21.929 | <0.001*** | |
| 0.317 | 0.028 | 11.418 | <0.001*** | |
Notes: *,**,***Statistical significance at 10, 5 and 1 percent, respectively
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