Table 11.

Robustness test results using different innovation output indicators

Innovation output
quality
Model (1)Model (2)Model (3)
  NonRangeTExepPremiumPerf
(1)(2)(3)(4)(5)(6)(7)(8)
SO0.426*** (7.26)       
Post−0.028 (−0.44)       
SO*post0.226*** (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)
NonRangeTExepPremiumPerf
(1)(2)(3)(4)(5)(6)(7)(8)
SO0.013*** (3.65)       
Post−0.007* (−1.77)       
SO*post0.016*** (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)

Notes:

***p < 0.01; **p < 0.05; *p < 0.1

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