From: Could more innovation output bring better financial performance? The role of financial constraints
Independent variables | Scale | Ownership | Area | |||
---|---|---|---|---|---|---|
large | SMEs | SOEs | Non-SOEs | East | Non-East | |
Model 11 | Model 12 | Model 13 | Model 14 | Model 15 | Model 16 | |
Share | 0.085*** | 0.028*** | 0.032*** | 0.045*** | 0.064*** | 0.025*** |
(6.02) | (5.41) | (2.65) | (8.20) | (9.88) | (2.94) | |
CI | − 0.899*** | − 0.170*** | − 0.577*** | − 0.171*** | − 0.335*** | − 0.169*** |
(− 5.56) | (− 6.23) | (− 5.99) | (− 5.15) | (− 7.88) | (− 3.23) | |
Cost | − 0.345*** | − 0.003 | − 0.003 | − 0.008 | − 0.004 | − 0.010 |
(− 4.60) | (− 1.19) | (− 0.77) | (− 1.63) | (− 1.21) | (− 1.32) | |
Subsidy | − 0.018*** | 0.001 | − 0.020*** | 0.004** | − 0.001 | − 0.009*** |
(− 3.87) | (0.77) | (− 5.97) | (2.47) | (− 0.35) | (− 3.35) | |
DOI | 0.068 | 0.005 | 0.043 | 0.020 | 0.007 | 0.073*** |
(1.23) | (0.46) | (1.34) | (1.36) | (0.41) | (3.15) | |
Innov | − 1.299** | − 1.201*** | − 1.483*** | − 2.262*** | − 2.359*** | − 1.825*** |
(− 2.03) | (− 5.66) | (− 4.39) | (− 9.19) | (− 8.35) | (− 7.01) | |
Innov2 | 0.081*** | 0.092*** | 0.094*** | 0.151*** | 0.142*** | 0.117*** |
(2.93) | (7.82) | (6.03) | (12.46) | (10.67) | (9.38) | |
IFC | 0.842 | 0.911*** | 1.359*** | 1.911*** | 2.340*** | 1.576*** |
(0.79) | (3.54) | (2.92) | (5.55) | (5.76) | (4.39) | |
IFC × Innov | − 0.165 | − 0.308*** | − 0.297*** | − 0.567*** | − 0.543*** | − 0.418*** |
(− 0.87) | (− 5.35) | (− 3.37) | (− 8.19) | (− 6.92) | (− 5.95) | |
IFC × Innov2 | 0.009 | 0.023*** | 0.018*** | 0.037*** | 0.032*** | 0.026*** |
(1.03) | (7.08) | (4.21) | (10.52) | (8.26) | (7.53) | |
MFC | − 0.494 | 0.415*** | − 0.381 | − 0.437*** | − 0.721*** | − 0.576*** |
(− 1.06) | (3.63) | (− 1.63) | (− 3.09) | (− 4.49) | (− 2.99) | |
MFC × Innov | 0.154** | − 0.054** | 0.113*** | 0.176*** | 0.192*** | 0.167*** |
(1.97) | (− 2.21) | (2.72) | (6.43) | (6.41) | (4.73) | |
MFC × Innov2 | − 0.009*** | 0.002* | − 0.007*** | − 0.011*** | − 0.011*** | − 0.010*** |
(− 2.69) | (1.82) | (− 3.74) | (− 8.40) | (− 7.71) | (− 6.17) | |
IFC × MFC | − 0.211 | 0.064** | − 0.138** | − 0.170*** | − 0.225*** | − 0.185*** |
(− 1.51) | (2.02) | (− 2.30) | (− 4.25) | (− 5.06) | (− 3.55) | |
IFC × MFC × Innov | 0.052** | − 0.003 | 0.038*** | 0.059*** | 0.059*** | 0.056*** |
(2.15) | (− 0.46) | (3.42) | (7.54) | (6.96) | (5.67) | |
IFC × MFC × Innov2 | − 0.003*** | − 0.000 | − 0.002*** | − 0.004*** | − 0.003*** | − 0.003*** |
(− 2.68) | (− 0.37) | (− 4.57) | (− 9.62) | (− 8.29) | (− 7.47) | |
_cons | 5.000 | 3.101*** | 5.631*** | 6.923*** | 10.013*** | 6.161*** |
(1.30) | (2.85) | (2.94) | (5.01) | (6.46) | (3.80) | |
Year FE | Yes | Yes | Yes | Yes | Yes | Yes |
Industry FE | Yes | Yes | Yes | Yes | Yes | Yes |
Scale | No | No | Yes | Yes | Yes | Yes |
Area FE | Yes | Yes | Yes | Yes | No | No |
Ownership | Yes | Yes | No | No | Yes | Yes |
N | 19,928 | 123,044 | 29,064 | 113,908 | 89,541 | 53,431 |
F | 19.996 | 126.911 | 26.922 | 113.580 | 90.653 | 63.612 |
r2_b | 0.035 | 0.175 | 0.089 | 0.272 | 0.299 | 0.232 |
r2_o | 0.039 | 0.190 | 0.100 | 0.306 | 0.326 | 0.264 |