Robustness test results using different innovation output indicators
| Innovation output quality | Model (1) | Model (2) | Model (3) | |||||
| Non | Range | T | Exep | Premium | Perf | |||
| (1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | |
| SO | 0.426*** (7.26) | |||||||
| Post | −0.028 (−0.44) | |||||||
| SO*post | 0.226*** (2.76) | |||||||
| Delta | 0.047 (0.52) | 0.068 (0.77) | 0.017 (0.18) | 0.045 (0.50) | 0.007 (0.08) | 0.046 (0.51) | 0.038 (0.43) | |
| Vega | 0.680*** (3.87) | −1.292 (−1.65) | 1.100*** (3.89) | 0.459* (1.88) | 0.080 (0.36) | 0.245 (0.48) | 1.174*** (5.68) | |
| Elements | 0.430 (1.55) | 0.068** (2.16) | −0.111 (−1.00) | 0.026 (0.24) | −0.062 (−0.36) | 0.232 (1.95) | ||
| Vega*elements | 2.110** | −0.143** (−2.09) | 0.336 (1.29) | 1.061*** (4.25) | 0.477 (0.90) | −1.227*** (−4.84) | ||
| Innovation output efficiency | Model (1) | Model (2) | Model (3) | |||||
| Non | Range | T | Exep | Premium | Perf | |||
| (1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | |
| SO | 0.013*** (3.65) | |||||||
| Post | −0.007* (−1.77) | |||||||
| SO*post | 0.016*** (3.12) | |||||||
| Delta | −0.001 (−0.04) | 0.001 (0.21) | −0.003 (−0.57) | −0.001 (−0.14) | −0.001 (−0.11) | −0.001 (−0.05) | 0.001 (0.03) | |
| Vega | 0.045*** (4.41) | −0.108** (−2.37) | 0.091*** (5.58) | 0.019 (1.36) | 0.007 (0.59) | 0.022 (0.74) | 0.070*** (5.90) | |
| Elements | −0.013 (−0.81) | 0.007*** (3.93) | −0.015** (−2.28) | −0.001 (−0.22) | −0.003 (−0.33) | −0.003 (−0.39) | ||
| Vega*elements | 0.168*** (3.42) | −0.016*** (−3.93) | 0.039*** (2.61) | 0.065*** (4.50) | 0.025 (0.82) | −0.072*** (−4.97) | ||
| Innovation output | Model (1) | Model (2) | Model (3) | |||||
| Non | Range | T | Exep | Premium | Perf | |||
| (1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | |
| SO | 0.426 | |||||||
| Post | −0.028 (−0.44) | |||||||
| SO*post | 0.226 | |||||||
| Delta | 0.047 (0.52) | 0.068 (0.77) | 0.017 (0.18) | 0.045 (0.50) | 0.007 (0.08) | 0.046 (0.51) | 0.038 (0.43) | |
| Vega | 0.680 | −1.292 (−1.65) | 1.100 | 0.459 | 0.080 (0.36) | 0.245 (0.48) | 1.174 | |
| Elements | 0.430 (1.55) | 0.068 | −0.111 (−1.00) | 0.026 (0.24) | −0.062 (−0.36) | 0.232 (1.95) | ||
| Vega*elements | 2.110 | −0.143 | 0.336 (1.29) | 1.061 | 0.477 (0.90) | −1.227 | ||
| Innovation output | Model (1) | Model (2) | Model (3) | |||||
| Non | Range | T | Exep | Premium | Perf | |||
| (1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | |
| SO | 0.013 | |||||||
| Post | −0.007 | |||||||
| SO*post | 0.016 | |||||||
| Delta | −0.001 (−0.04) | 0.001 (0.21) | −0.003 (−0.57) | −0.001 (−0.14) | −0.001 (−0.11) | −0.001 (−0.05) | 0.001 (0.03) | |
| Vega | 0.045 | −0.108 | 0.091 | 0.019 (1.36) | 0.007 (0.59) | 0.022 (0.74) | 0.070 | |
| Elements | −0.013 (−0.81) | 0.007 | −0.015 | −0.001 (−0.22) | −0.003 (−0.33) | −0.003 (−0.39) | ||
| Vega*elements | 0.168 | −0.016 | 0.039 | 0.065 | 0.025 (0.82) | −0.072 | ||
Notes:
***p < 0.01; **p < 0.05; *p < 0.1
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