Regression models for firm performance
| Model 1 | Model 2 | Model 3 | Model 4 | Model 5 | Model 6 | Model 7 | |
|---|---|---|---|---|---|---|---|
| Variables | Grid | Speed | |||||
| Lagged firm performance | 0.058 | 0.056 | 0.050 | 0.050 | 0.040 | 0.272*** | 0.029 |
| (0.036) | (0.036) | (0.036) | (0.036) | (0.036) | (0.037) | (0.029) | |
| Partner quality | −0.004 | −0.004 | −0.004 | −0.005 | −0.004 | −0.006+ | −0.006 |
| (0.003) | (0.003) | (0.003) | (0.003) | (0.003) | (0.003) | (0.004) | |
| Collaboration | 1.089* | 1.158** | 1.108** | 0.988* | 0.897* | 1.558** | 1.865** |
| (0.423) | (0.428) | (0.426) | (0.423) | (0.423) | (0.505) | (0.635) | |
| Partner status | −0.241 | −0.494 | −0.489 | −0.684+ | −0.758+ | −0.439 | −0.761* |
| (0.186) | (0.399) | (0.373) | (0.409) | (0.411) | (0.432) | (0.317) | |
| N. Firms supplied | 0.527* | 0.512* | 0.482* | 0.736** | 0.757*** | 1.078*** | 1.422* |
| (0.213) | (0.214) | (0.213) | (0.226) | (0.226) | (0.248) | (0.628) | |
| Driver age | 0.092* | 0.089+ | 0.086+ | 0.075 | 0.065 | 0.137** | 0.060 |
| (0.045) | (0.046) | (0.045) | (0.046) | (0.046) | (0.052) | (0.073) | |
| Status | 0.291 | 2.413* | −0.546 | 1.992+ | 0.571 | −0.419 | |
| (0.399) | (1.027) | (0.569) | (1.055) | (0.982) | (1.116) | ||
| Firm-specific uncertainty | 0.780 | 0.155 | −0.136 | 2.695** | 1.856** | ||
| (0.692) | (0.706) | (0.726) | (0.951) | (0.608) | |||
| Partner-specific uncertainty | −0.016 | 0.595 | 0.907 | 2.615*** | 1.204 | ||
| (0.651) | (0.673) | (0.684) | (0.767) | (0.976) | |||
| Firm-specific uncertainty × status | −2.491* | −3.306** | −3.667*** | −1.744+ | |||
| (1.077) | (1.113) | (1.088) | (0.972) | ||||
| Partner-specific uncertainty × status | 1.354* | 1.806** | 3.569*** | 3.435*** | |||
| (0.641) | (0.650) | (0.658) | (0.951) | ||||
| Intercept | −0.756 | −1.308 | −0.592 | −1.066 | −0.835 | −1.055 | 185.897*** |
| (1.444) | (1.742) | (1.560) | (1.602) | (1.753) | (1.980) | (6.048) | |
| Firm fixed effects | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| Partner fixed effects | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| Year × race fixed effects | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| Observations | 1,115 | 1,115 | 1,115 | 1,115 | 1,115 | 1,105 | 1,105 |
| R-squared | 0.501 | 0.502 | 0.505 | 0.504 | 0.510 | 0.792 | 0.959 |
| Model 1 | Model 2 | Model 3 | Model 4 | Model 5 | Model 6 | Model 7 | |
|---|---|---|---|---|---|---|---|
| Variables | Grid | Speed | |||||
| Lagged firm performance | 0.058 | 0.056 | 0.050 | 0.050 | 0.040 | 0.272*** | 0.029 |
| (0.036) | (0.036) | (0.036) | (0.036) | (0.036) | (0.037) | (0.029) | |
| Partner quality | −0.004 | −0.004 | −0.004 | −0.005 | −0.004 | −0.006+ | −0.006 |
| (0.003) | (0.003) | (0.003) | (0.003) | (0.003) | (0.003) | (0.004) | |
| Collaboration | 1.089* | 1.158** | 1.108** | 0.988* | 0.897* | 1.558** | 1.865** |
| (0.423) | (0.428) | (0.426) | (0.423) | (0.423) | (0.505) | (0.635) | |
| Partner status | −0.241 | −0.494 | −0.489 | −0.684+ | −0.758+ | −0.439 | −0.761* |
| (0.186) | (0.399) | (0.373) | (0.409) | (0.411) | (0.432) | (0.317) | |
| N. Firms supplied | 0.527* | 0.512* | 0.482* | 0.736** | 0.757*** | 1.078*** | 1.422* |
| (0.213) | (0.214) | (0.213) | (0.226) | (0.226) | (0.248) | (0.628) | |
| Driver age | 0.092* | 0.089+ | 0.086+ | 0.075 | 0.065 | 0.137** | 0.060 |
| (0.045) | (0.046) | (0.045) | (0.046) | (0.046) | (0.052) | (0.073) | |
| Status | 0.291 | 2.413* | −0.546 | 1.992+ | 0.571 | −0.419 | |
| (0.399) | (1.027) | (0.569) | (1.055) | (0.982) | (1.116) | ||
| Firm-specific uncertainty | 0.780 | 0.155 | −0.136 | 2.695** | 1.856** | ||
| (0.692) | (0.706) | (0.726) | (0.951) | (0.608) | |||
| Partner-specific uncertainty | −0.016 | 0.595 | 0.907 | 2.615*** | 1.204 | ||
| (0.651) | (0.673) | (0.684) | (0.767) | (0.976) | |||
| Firm-specific uncertainty × status | −2.491* | −3.306** | −3.667*** | −1.744+ | |||
| (1.077) | (1.113) | (1.088) | (0.972) | ||||
| Partner-specific uncertainty × status | 1.354* | 1.806** | 3.569*** | 3.435*** | |||
| (0.641) | (0.650) | (0.658) | (0.951) | ||||
| Intercept | −0.756 | −1.308 | −0.592 | −1.066 | −0.835 | −1.055 | 185.897*** |
| (1.444) | (1.742) | (1.560) | (1.602) | (1.753) | (1.980) | (6.048) | |
| Firm fixed effects | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| Partner fixed effects | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| Year × race fixed effects | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| Observations | 1,115 | 1,115 | 1,115 | 1,115 | 1,115 | 1,105 | 1,105 |
| 0.501 | 0.502 | 0.505 | 0.504 | 0.510 | 0.792 | 0.959 |
Note(s): Robust standard errors in parentheses, *** p < 0.001, ** p < 0.01, * p < 0.05, + p < 0.1
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