Robustness checks
| Model 1 | Model 2 | Model 3 | Model 4 | Model 5 | Model 6 | Model 7 | Model 8 | |
|---|---|---|---|---|---|---|---|---|
| CAR [−11, −1] | CAR [−6, −1] | CAR [0, 5] | CAR [0, 10] | CAR [0, 20] | 1-HHI | Spatial | Heckman | |
| Horizontal complexity | 0.002 | −0.001 | −0.011*** | −0.014*** | −0.020*** | −3.118* | −0.285*** | −0.010* |
| (0.005) | (0.003) | (0.004) | (0.005) | (0.007) | (1.797) | (0.086) | (0.005) | |
| Vertical complexity | 0.006 | −0.005 | 0.011* | 0.018* | 0.038** | 0.029** | 0.023* | 0.024** |
| (0.007) | (0.005) | (0.006) | (0.010) | (0.019) | (0.012) | (0.012) | (0.012) | |
| Sector-level controls | Included | Included | Included | Included | Included | Included | Included | Included |
| Firm-level controls | Included | Included | Included | Included | Included | Included | Included | Included |
| Location-level controls | Included | Included | Included | Included | Included | Included | Included | Included |
| Observations | 495 | 495 | 495 | 495 | 495 | 495 | 495 | 495 |
| F-value | 3.83*** | 2.86*** | 9.08*** | 11.74*** | 8.87*** | 6.64*** | 7.73*** | 7.81*** |
| R-squared (%) | 5.57 | 3.22 | 2.12 | 15.41 | 15.35 | 6.31 | 7.34 | 10.83 |
| Model 1 | Model 2 | Model 3 | Model 4 | Model 5 | Model 6 | Model 7 | Model 8 | |
|---|---|---|---|---|---|---|---|---|
| CAR [−11, −1] | CAR [−6, −1] | CAR [0, 5] | CAR [0, 10] | CAR [0, 20] | 1-HHI | Spatial | Heckman | |
| Horizontal complexity | 0.002 | −0.001 | −0.011*** | −0.014*** | −0.020*** | −3.118* | −0.285*** | −0.010* |
| (0.005) | (0.003) | (0.004) | (0.005) | (0.007) | (1.797) | (0.086) | (0.005) | |
| Vertical complexity | 0.006 | −0.005 | 0.011* | 0.018* | 0.038** | 0.029** | 0.023* | 0.024** |
| (0.007) | (0.005) | (0.006) | (0.010) | (0.019) | (0.012) | (0.012) | (0.012) | |
| Sector-level controls | Included | Included | Included | Included | Included | Included | Included | Included |
| Firm-level controls | Included | Included | Included | Included | Included | Included | Included | Included |
| Location-level controls | Included | Included | Included | Included | Included | Included | Included | Included |
| Observations | 495 | 495 | 495 | 495 | 495 | 495 | 495 | 495 |
| 3.83*** | 2.86*** | 9.08*** | 11.74*** | 8.87*** | 6.64*** | 7.73*** | 7.81*** | |
| 5.57 | 3.22 | 2.12 | 15.41 | 15.35 | 6.31 | 7.34 | 10.83 |
Note(s): Robust standard errors in parentheses; the maximum VIF value for all models is 1.63; *p < 0.10, **p < 0.05, ***p < 0.01
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