Table 5

Test I for the mechanism of impact

Explained variable(1)(2)(3)(4)(5)(6)(7)
lninnog_teclninnotalentlninnoinvlninno
test0.357*** (0.033)0.008*** (0.001)0.238*** (0.032)0.043*** (0.003)0.239*** (0.034)0.129*** (0.006)0.171*** (0.034)
g_tec  15.34*** (0.826)    
talent    3.309*** (0.203)  
inv      1.448*** (0.090)
constant1.181*** (0.297)0.044*** (0.006)0.503*** (0.285)0.341*** (0.023)−1.730*** (0.282)0.445*** (0.054)0.506*** (0.290)
Sobel test—0.119
(z = 10.14, p = 0.000) (Z = 10.14, p = 0.000)		0.143
(z = 11.37,p = 0.000) (Z = 11.37, p = 0.000)		0.187
(z = 12.91,p = 0.000) (Z = 12.91, p = 0.000)
Bootstrapping (indirect effect)—0.119
(z = 3.55, p = 0.000) (Z = 3.55, p = 0.000)		0.143
(z = 5.00,p = 0.000) (Z = 5.00, p = 0.000)		0.187
(z = 9.71,p = 0.000) (Z = 9.71, p = 0.000)
Bootstrapping (direct effect)—0.238
(z = 5.78, p = 0.000) (Z = 5.78, p = 0.000)		0.239
(z = 7.52,p = 0.000) (Z = 7.52, p = 0.000)		0.171
(z = 5.22,p = 0.000) (Z = 5.22, p = 0.000)
Percentage of indirect effect—33.27%37.53%52.24%
N3,7633,7633,7633,7223,7223,7593,759
R20.9680.6740.9710.9210.9680.8470.970

Note(s): *, ** and *** indicate that the regression coefficient is significant at the levels of 10%, 5% and 1%, respectively

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