From: Stock liquidity, financial constraints, and innovation in Chinese SMEs
 | INNOV_PAT | |||
---|---|---|---|---|
 | Fama–Macbeth | Tobit | Poisson | NBR |
CPQS | − 29.826*** | − 80.986** | − 4.720*** | − 5.682*** |
 | (4.990) | (38.300) | (1.070) | (0.997) |
TSHARE | 0.043 | 0.211** | 0.006*** | 0.004 |
 | (0.034) | (0.101) | (0.002) | (0.003) |
SHRHFD5 | 21.048*** | 82.374*** | 2.365*** | 3.189*** |
 | (5.047) | (28.111) | (0.642) | (0.709) |
TO | − 53.083** | − 113.338 | − 5.174** | − 5.785*** |
 | (18.774) | (69.183) | (2.231) | (1.905) |
RET | 10.125* | 22.891** | 1.057*** | 1.513*** |
 | (4.604) | (10.308) | (0.387) | (0.402) |
FREE | 0.069* | 0.135 | 0.007 | 0.010** |
 | (0.034) | (0.190) | (0.005) | (0.005) |
VOL | 1.128* | 1.522 | 0.024 | 0.023 |
 | (0.556) | (2.539) | (0.082) | (0.091) |
EARN | 31.919 | 37.788 | − 0.066 | 0.254 |
 | (29.826) | (28.340) | (0.928) | (1.030) |
INTAN | − 6.052 | − 18.050 | − 0.533 | 0.588 |
 | (3.490) | (17.763) | (0.404) | (0.500) |
LEV | − 0.973 | − 2.240 | 0.225 | 0.244 |
 | (2.491) | (17.189) | (0.373) | (0.412) |
ROE | − 11.448 | − 25.277 | − 0.211 | − 0.523 |
 | (14.551) | (23.090) | (0.721) | (0.641) |
Q | − 1.006** | − 0.430 | − 0.059 | − 0.060* |
 | (0.404) | (1.175) | (0.037) | (0.035) |
BTM | 7.947* | 48.242*** | 1.526*** | 2.329*** |
 | (4.344) | (15.080) | (0.335) | (0.449) |
CAPITAL | 23.366*** | 84.600** | 2.318*** | 3.088*** |
 | (4.687) | (35.920) | (0.807) | (0.999) |
SALES | − 0.009 | − 0.001 | − 0.000 | − 0.001 |
 | (0.008) | (0.034) | (0.001) | (0.002) |
lnAGE | − 1.336 | 1.863 | − 0.064 | − 0.109 |
 | (1.016) | (8.078) | (0.172) | (0.164) |
CONSTANT | 0.443 | − 111.958*** | 0.700 | 0.839 |
 | (5.041) | (36.974) | (0.770) | (0.830) |
Year dummies | No | Yes | Yes | Yes |
Industry dummies | Yes | Yes | Yes | Yes |
N | 4719 | 4719 | 4727 | 4727 |
\({R}^{2}\)/Pseudo \({R}^{2}\) | 0.124 | 0.020 | 0.086 | 0.013 |
/lnalpha | Â | Â | Â | 2.935 |
alpha | Â | Â | Â | 18.818 |