Results for regressions on individual stages of knowledge transfer
| Knowledge search | Knowledge acquisition | Knowledge assimilation | Knowledge integration | |||||
|---|---|---|---|---|---|---|---|---|
| Variables | Model 1 | Model 2 | Model 3 | Model 4 | Model 5 | Model 6 | Model 7 | Model 8 |
| Constant | 9.45*** (5.66) | 8.13*** (5.72) | 6.14 (3.81) | 4.32† (1.74) | 8.90*** (5.82) | 7.11*** (4.78) | 6.95*** (7.67) | 6.33*** (6.32) |
| Local firm | 0.19 (0.44) | 0.44 (1.64) | 0.21 (0.52) | 0.56 (1.14) | −0.35 (−0.91) | −0.06 (−0.17) | −0.69** (−2.99) | −0.58* (−2.41) |
| Firm size | −0.00 (−1.28) | −0.00 (−1.35) | 0.00 (0.09) | −0.00 (−0.41) | −0.00 (0.53) | −0.00 (−0.39) | 0.00 (0.39) | 0.00 (0.41) |
| Firm age | 0.01 (0.49) | 0.01 (1.07) | 0.02 (1.26) | 0.03 (1.43) | 0.01 (0.36) | 0.01 (0.68) | 0.12 (1.54) | 0.01† (1.70) |
| Brokerage | −3.95* (−2.39) | −2.80 (−1.92) | −1.68 (−1.05) | −0.07 (−0.03) | −2.97† (−1.96) | −1.30 (−0.91) | −1.02* (−1.14) | −0.44 (−0.46) |
| Direct effect | ||||||||
| Firm centrality | 14.65* (2.50) | 10.51† (1.84) | 4.77 (0.84) | −1.03 (−0.15) | 11.69* (2.18) | 5.59 (1.01) | 3.15 (0.99) | 1.03 (0.30) |
| Tie strength | 0.17 (1.02) | 0.04 (0.25) | 0.45** (2.85) | 0.25 (1.11) | 0.38* (2.55) | 0.01 (0.10) | 0.34*** (3.82) | 0.22* (2.03) |
| Organizational unlearning | 0.56* (2.56) | 0.68* (3.29) | 0.47* (2.24) | 0.62*** (3.31) | 0.57** (2.81) | 0.55*** (3.18) | 0.74*** (6.23) | 0.74*** (5.78) |
| Moderating effect | ||||||||
| Firm centrality x | 5.17† | 6.69* | 2.84 | 1.14 | ||||
| Organizational unlearning | (1.83) | (2.41) | (0.86) | (0.57) | ||||
| Tie strength x | −0.11 | −0.21 | −0.63*** | −0.20† | ||||
| Organizational unlearning | (−0.69) | (−1.03) | (−2.65) | (−1.88) | ||||
| F value | 2.61 | 2.28 | 3.27** | 3.30** | 3.08* | 5.44*** | 10.28*** | 8.88*** |
| F change | 1.08 | 2.43† | 8.78*** | 1.93 | ||||
| AdjustedR2 | 0.21 | 0.22 | 0.28 | 0.34 | 0.26 | 0.49 | 0.61 | 0.63 |
| R2 change | 0.04 | 0.08 | 0.22 | 0.03 | ||||
| Knowledge search | Knowledge acquisition | Knowledge assimilation | Knowledge integration | |||||
|---|---|---|---|---|---|---|---|---|
| Variables | Model 1 | Model 2 | Model 3 | Model 4 | Model 5 | Model 6 | Model 7 | Model 8 |
| Constant | 9.45 | 8.13 | 6.14 (3.81) | 4.32† (1.74) | 8.90 | 7.11 | 6.95 | 6.33 |
| Local firm | 0.19 (0.44) | 0.44 (1.64) | 0.21 (0.52) | 0.56 (1.14) | −0.35 (−0.91) | −0.06 (−0.17) | −0.69 | −0.58 |
| Firm size | −0.00 (−1.28) | −0.00 (−1.35) | 0.00 (0.09) | −0.00 (−0.41) | −0.00 (0.53) | −0.00 (−0.39) | 0.00 (0.39) | 0.00 (0.41) |
| Firm age | 0.01 (0.49) | 0.01 (1.07) | 0.02 (1.26) | 0.03 (1.43) | 0.01 (0.36) | 0.01 (0.68) | 0.12 (1.54) | 0.01† (1.70) |
| Brokerage | −3.95 | −2.80 (−1.92) | −1.68 (−1.05) | −0.07 (−0.03) | −2.97† (−1.96) | −1.30 (−0.91) | −1.02 | −0.44 (−0.46) |
| Firm centrality | 14.65 | 10.51† (1.84) | 4.77 (0.84) | −1.03 (−0.15) | 11.69 | 5.59 (1.01) | 3.15 (0.99) | 1.03 (0.30) |
| Tie strength | 0.17 (1.02) | 0.04 (0.25) | 0.45 | 0.25 (1.11) | 0.38 | 0.01 (0.10) | 0.34 | 0.22 |
| Organizational unlearning | 0.56 | 0.68 | 0.47 | 0.62 | 0.57 | 0.55 | 0.74 | 0.74 |
| Firm centrality x | 5.17† | 6.69 | 2.84 | 1.14 | ||||
| Organizational unlearning | (1.83) | (2.41) | (0.86) | (0.57) | ||||
| Tie strength x | −0.11 | −0.21 | −0.63 | −0.20† | ||||
| Organizational unlearning | (−0.69) | (−1.03) | (−2.65) | (−1.88) | ||||
| 2.61 | 2.28 | 3.27 | 3.30 | 3.08 | 5.44 | 10.28 | 8.88 | |
| 1.08 | 2.43† | 8.78 | 1.93 | |||||
| Adjusted | 0.21 | 0.22 | 0.28 | 0.34 | 0.26 | 0.49 | 0.61 | 0.63 |
| 0.04 | 0.08 | 0.22 | 0.03 | |||||
n = 42. Unstandardized coefficients reported; t statistics in parentheses; Robust t statistics based on HC2 standard errors reported for Model, 2, 4, 6, 8; † p < 0.10, *p < 0.05, **p < 0.01 and ***p < 0.001 (2-tailed)
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