Table 2.
Variables | Team knowledge creation |
|||||
---|---|---|---|---|---|---|
M1 | M2 | M3 | M4 | M5 | ||
Control variables | Constant | 3.30∗∗ | 3.11∗∗ | 3.01∗∗ | 2.26∗∗ | 2.12∗∗ |
Gender | 0.23 | 0.21 | 0.17 | 0.16 | 0.16 | |
Years after gaining Ph.D. | -0.27∗ | -0.26∗ | -0.17∗ | -0.11 | -0.10 | |
Proportion of first authored papers | -0.63 | -0.34 | -0.11 | -0.02 | 0.19 | |
Proportion of last authored papers | -0.30 | -0.07 | 0.26 | 0.33 | 0.40 | |
Tie strength | 0.48∗∗ | 0.31∗ | 0.26∗∗ | 0.45∗∗ | 0.34∗∗ | |
Predictive variables | Tie stability | 0.31∗ | 0.81∗∗ | 0.25∗∗ | ||
Tie stability2 (H1) | -0.43∗∗ | -0.12 | ||||
Structural holes (H2) | -0.81∗∗ | -0.83∗∗ | ||||
Tie stability∗structural holes | -0.25∗∗ | |||||
Tie stability2∗structural holes (H3) | 0.13∗ | |||||
Pseudo R2 | 0.03 | 0.04 | 0.10 | 0.18 | 0.20 | |
ΔPseudo R2 | 0.01 | 0.06 | 0.02 | |||
LR chi2 | 27.57∗∗ | 32.77∗∗ | 77.83∗∗ | 138.76∗∗ | 155.99∗∗ | |
N = 111, ∗p < 0.05 (two-tailed test), ∗∗p < 0.01 (two-tailed test).