Table 5.
Baseline empirical results.
| Variables | (1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | (9) | (10) |
|---|---|---|---|---|---|---|---|---|---|---|
| Input | Input | Input | Input | Input | Input | Input | Input | Input | Input | |
| DID | 2.086*** | 2.151*** | 2.145*** | 2.006*** | 2.036*** | 2.090*** | 2.113*** | 2.261*** | 2.504*** | 1.796*** |
| (3.03) | (3.04) | (3.04) | (3.21) | (3.34) | (3.41) | (3.47) | (3.63) | (3.07) | (2.94) | |
| Size | −0.707 | −0.758 | −0.787 | −0.361 | −0.259 | −0.330 | −0.157 | −1.374 | −1.730 | |
| (−0.86) | (−0.90) | (−1.01) | (−0.52) | (−0.37) | (−0.48) | (−0.24) | (−1.33) | (−1.75) * | ||
| Lev | 0.015 | −0.000 | −0.020 | −0.018 | −0.013 | −0.017 | −0.002 | −0.013 | ||
| (0.86) | (−0.02) | (−1.42) | (−1.30) | (−0.91) | (−1.16) | (−0.08) | (−0.60) | |||
| Cash | −0.180*** | −0.141*** | −0.138*** | −0.134*** | −0.125*** | −0.156** | −0.146*** | |||
| (−3.34) | (−2.96) | (−2.88) | (−2.72) | (−2.73) | (−2.53) | (−2.87) | ||||
| Roe | −0.086*** | −0.075*** | −0.076*** | −0.079*** | −0.065*** | −0.063*** | ||||
| (−4.23) | (−4.02) | (−4.07) | (−4.28) | (−2.88) | (−2.96) | |||||
| Growth | −0.018*** | −0.020*** | −0.020*** | −0.026** | −0.021** | |||||
| (−3.07) | (−3.32) | (−3.28) | (−2.40) | (−2.02) | ||||||
| Shareh10 | 0.041* | 0.054** | 0.065* | 0.064** | ||||||
| (1.95) | (2.46) | (1.97) | (2.04) | |||||||
| Age | 10.058** | 11.752* | 3.052 | |||||||
| (2.22) | (1.94) | (0.59) | ||||||||
| AC | 0.184*** | 0.176*** | ||||||||
| (3.48) | (3.74) | |||||||||
| DID×AC | 0.380*** | |||||||||
| (4.47) | ||||||||||
| Constant | 4.129*** | 19.513 | 20.128 | 22.350 | 14.320 | 12.286 | 11.300 | −20.855 | −2.285 | 33.484 |
| (15.27) | (1.09) | (1.11) | (1.31) | (0.94) | (0.80) | (0.74) | (−1.15) | (−0.09) | (1.26) | |
| Observations | 1,248 | 1,248 | 1,248 | 1,248 | 1,248 | 1,248 | 1,248 | 1,248 | 1,050 | 1,050 |
| R-squared | 0.7312 | 0.7325 | 0.7332 | 0.7523 | 0.7691 | 0.7730 | 0.7752 | 0.7800 | 0.7776 | 0.8015 |
| Firm FE | YES | YES | YES | YES | YES | YES | YES | YES | YES | YES |
| Year FE | YES | YES | YES | YES | YES | YES | YES | YES | YES | YES |
Robust t-statistics in parentheses, ***p < 0.01; **p < 0.05; *p < 0.1.