Interaction models: zero-truncated Poisson regression results
| Interaction models: zero-truncated Poisson regression (H5, H6, H7 and H8) | ||||||
|---|---|---|---|---|---|---|
| DV = nanotech patents | Model 1 | Model 2 | Model 3 | Model 4 | Model 5 | Model 6 |
| Alliance opportunity sensing | 2.3127*** (0.3170) | 2.9888*** (0.4901) | 2.3073*** (0.3168) | 4.4768*** (0.6697) | 2.2608*** (0.3188) | 4.6583*** (0.7041) |
| Alliance opportunity seizing | 0.7339 (0.6061) | 0.0832 (0.0614) | −0.0132 (0.0936) | 0.6281 (0.7041) | −0.3688** (0.7041) | −0.4661** (0.1412) |
| Network opportunity sensing | −1.9920*** (0.3909) | −1.4975** (0.4763) | −3.1408** (1.0252) | −1.8065*** (0.3914) | −2.1277*** (0.3936) | −1.3200 (1.2440) |
| Network opportunity seizing | 3.0253** (0.9685) | 3.1748*** (0.9633) | 2.9677** (0.9672) | 5.8700*** (1.2210) | 6.6861* (2.6255) | −7.1692* (3.5297) |
| Interactions | ||||||
| Network opportunity sensing×alliance opportunity sensing | −4.5611* (2.5760) | −3.9767 (3.1949) | ||||
| Network opportunity sensing×alliance opportunity seizing | 0.5006 (0.4106) | −0.0743 (0.4875) | ||||
| Network opportunity seizing×alliance opportunity sensing | −18.4298*** (5.1262) | −15.7293* (6.3571) | ||||
| Network opportunity seizing×alliance opportunity seizing | 4.2675*** (1.5301) | 5.5566*** (1.4168) | ||||
| Control variables | ||||||
| Age | −0.0001 (0.0014) | 0.0003 (0.0014) | −0.0001 (.0015) | −0.0002 (0.0015) | −0.0013 (.0016) | −0.0019 (0.1116) |
| Size (log) | 0.1058*** (0.0288) | 0.1025*** (0.0288) | 0.1045*** (0.0288) | 0.0943** (0.0289) | 0.1015*** (0.0286) | 0.0908** (0.0288) |
| International alliances | −0.6061*** (0.1681) | −0.5823** (0.1690) | −0.5906*** (0.1679) | −0.7010*** (0.1726) | −0.5239** (0.1685) | −0.5846** (0.1763) |
| Industry dummy | 0.7323*** (0.1182) | 0.7369*** (0.1191) | 0.7099*** (0.1180) | 0.7817*** (0.1204) | 0.7026*** (0.1162) | 0.7542*** (0.1199) |
| LogLikelihood | −385.58 | −383.99 | −384.84 | −378.94 | 376.05 | 368.32 |
| LR χ² | 349.32 | 352.50 | 350.79 | 362.60 | 368.39 | 383.83 |
| Pseudo R² | 0.3118 | 0.3146 | 0.3131 | 0.3236 | 0.3288 | 0.3426 |
| n | 76 | 76 | 76 | 76 | 76 | 76 |
| Interaction models: zero-truncated Poisson regression ( | ||||||
|---|---|---|---|---|---|---|
| DV = nanotech patents | Model 1 | Model 2 | Model 3 | Model 4 | Model 5 | Model 6 |
| Alliance opportunity sensing | 2.3127*** (0.3170) | 2.9888*** (0.4901) | 2.3073*** (0.3168) | 4.4768*** (0.6697) | 2.2608*** (0.3188) | 4.6583*** (0.7041) |
| Alliance opportunity seizing | 0.7339 (0.6061) | 0.0832 (0.0614) | −0.0132 (0.0936) | 0.6281 (0.7041) | −0.3688** (0.7041) | −0.4661** (0.1412) |
| Network opportunity sensing | −1.9920*** (0.3909) | −1.4975** (0.4763) | −3.1408** (1.0252) | −1.8065*** (0.3914) | −2.1277*** (0.3936) | −1.3200 (1.2440) |
| Network opportunity seizing | 3.0253** (0.9685) | 3.1748*** (0.9633) | 2.9677** (0.9672) | 5.8700*** (1.2210) | 6.6861* (2.6255) | −7.1692* (3.5297) |
| Network opportunity sensing×alliance opportunity sensing | −4.5611* (2.5760) | −3.9767 (3.1949) | ||||
| Network opportunity sensing×alliance opportunity seizing | 0.5006 (0.4106) | −0.0743 (0.4875) | ||||
| Network opportunity seizing×alliance opportunity sensing | −18.4298*** (5.1262) | −15.7293* (6.3571) | ||||
| Network opportunity seizing×alliance opportunity seizing | 4.2675*** (1.5301) | 5.5566*** (1.4168) | ||||
| Age | −0.0001 (0.0014) | 0.0003 (0.0014) | −0.0001 (.0015) | −0.0002 (0.0015) | −0.0013 (.0016) | −0.0019 (0.1116) |
| Size (log) | 0.1058*** (0.0288) | 0.1025*** (0.0288) | 0.1045*** (0.0288) | 0.0943** (0.0289) | 0.1015*** (0.0286) | 0.0908** (0.0288) |
| International alliances | −0.6061*** (0.1681) | −0.5823** (0.1690) | −0.5906*** (0.1679) | −0.7010*** (0.1726) | −0.5239** (0.1685) | −0.5846** (0.1763) |
| Industry dummy | 0.7323*** (0.1182) | 0.7369*** (0.1191) | 0.7099*** (0.1180) | 0.7817*** (0.1204) | 0.7026*** (0.1162) | 0.7542*** (0.1199) |
| LogLikelihood | −385.58 | −383.99 | −384.84 | −378.94 | 376.05 | 368.32 |
| LR | 349.32 | 352.50 | 350.79 | 362.60 | 368.39 | 383.83 |
| Pseudo | 0.3118 | 0.3146 | 0.3131 | 0.3236 | 0.3288 | 0.3426 |
| 76 | 76 | 76 | 76 | 76 | 76 | |
Notes: *p<0.05; **p<0.01; ***p<0.001; ****p<0.10
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