Robustness tests: control the year trend of the industry
| (1) | (2) | |
|---|---|---|
| Cross | 0.128** | 0.196*** |
| (0.057) | (0.051) | |
| Growth | −0.078*** | −0.042*** |
| (0.017) | (0.014) | |
| IND | 0.345 | 0.252 |
| (0.213) | (0.187) | |
| Lev | 0.019 | −0.009 |
| (0.082) | (0.070) | |
| Cash | −0.045 | −0.011 |
| (0.107) | (0.095) | |
| PPE | −0.935*** | −0.796*** |
| (0.081) | (0.070) | |
| ROA | 3.378*** | 2.515*** |
| (0.209) | (0.173) | |
| Share | −0.003 | −0.220*** |
| (0.084) | (0.074) | |
| Separation | −0.116 | 0.012 |
| (0.158) | (0.138) | |
| SOE | −0.072** | 0.024 |
| (0.030) | (0.026) | |
| Size | 0.288*** | 0.308*** |
| (0.015) | (0.013) | |
| Tobin_q | −0.019* | 0.026*** |
| (0.011) | (0.010) | |
| Age | −0.291*** | −0.212*** |
| (0.036) | (0.031) | |
| Year FEs | Yes | Yes |
| Industry FEs | Yes | Yes |
| Year × Industry FEs | Yes | Yes |
| Constant | −4.853*** | −5.599*** |
| (0.844) | (0.749) | |
| Observations | 17,168 | 17,168 |
| 0.222 | 0.184 |
| (1) | (2) | |
|---|---|---|
| 0.128** | 0.196*** | |
| (0.057) | (0.051) | |
| −0.078*** | −0.042*** | |
| (0.017) | (0.014) | |
| 0.345 | 0.252 | |
| (0.213) | (0.187) | |
| 0.019 | −0.009 | |
| (0.082) | (0.070) | |
| −0.045 | −0.011 | |
| (0.107) | (0.095) | |
| −0.935*** | −0.796*** | |
| (0.081) | (0.070) | |
| 3.378*** | 2.515*** | |
| (0.209) | (0.173) | |
| −0.003 | −0.220*** | |
| (0.084) | (0.074) | |
| −0.116 | 0.012 | |
| (0.158) | (0.138) | |
| −0.072** | 0.024 | |
| (0.030) | (0.026) | |
| 0.288*** | 0.308*** | |
| (0.015) | (0.013) | |
| −0.019* | 0.026*** | |
| (0.011) | (0.010) | |
| −0.291*** | −0.212*** | |
| (0.036) | (0.031) | |
| Yes | Yes | |
| Yes | Yes | |
| Yes | Yes | |
| −4.853*** | −5.599*** | |
| (0.844) | (0.749) | |
| 17,168 | 17,168 | |
| 0.222 | 0.184 |
Note(s): ***, ** and * denote significance at the 1%, 5% and 10% level, respectively
Source(s): Authors' own work