Regression results, baseline models
| Regressor | Model 1 | Model 2 | Model 3 | Model 4 |
|---|---|---|---|---|
| famDum | 0.171** | |||
| (0.071) | ||||
| cumulFamNbr | 0.106** | 0.091 | 0.084 | |
| (0.043) | (0.072) | (0.073) | ||
| Complexity measures | ||||
| inventorsNbr | −0.013 | −0.015 | ||
| (0.043) | (0.043) | |||
| techScope | −0.038 | −0.034 | ||
| (0.073) | (0.073) | |||
| bwdPatCitsNbr | 0.001 | −0.001 | ||
| (0.003) | (0.004) | |||
| bwdPubCitsPerc | −0.262 | −0.243 | ||
| (0.397) | (0.399) | |||
| Quality measures | ||||
| assigneesNbr | 0.179** | 0.181** | ||
| (0.083) | (0.082) | |||
| geoScope | 0.039 | 0.034 | ||
| (0.024) | (0.024) | |||
| weiFwdCitsNbr | 0.086* | |||
| (0.052) | ||||
| Control variables | ||||
| pastFinAmt | 0.009*** | 0.009*** | 0.011*** | 0.011*** |
| (0.003) | (0.003) | (0.002) | (0.002) | |
| firmAgeAtDeal | 0.011 | 0.009 | −0.015 | −0.015 |
| (0.012) | (0.012) | (0.017) | (0.017) | |
| Time, sector, geo dummies | Yes | Yes | Yes | Yes |
| Round dummies | Yes | Yes | Yes | Yes |
| Constant | −1.283 | −3.863 | 60.641* | 52.262 |
| (27.055) | (26.903) | (36.383) | (36.520) | |
| Observations | 1,988 | 1,988 | 726 | 726 |
| R-squared | 0.485 | 0.486 | 0.421 | 0.423 |
| Adjusted R-squared | 0.478 | 0.479 | 0.396 | 0.397 |
| Regressor | Model 1 | Model 2 | Model 3 | Model 4 |
|---|---|---|---|---|
| 0.171** | ||||
| (0.071) | ||||
| 0.106** | 0.091 | 0.084 | ||
| (0.043) | (0.072) | (0.073) | ||
| −0.013 | −0.015 | |||
| (0.043) | (0.043) | |||
| −0.038 | −0.034 | |||
| (0.073) | (0.073) | |||
| 0.001 | −0.001 | |||
| (0.003) | (0.004) | |||
| −0.262 | −0.243 | |||
| (0.397) | (0.399) | |||
| 0.179** | 0.181** | |||
| (0.083) | (0.082) | |||
| 0.039 | 0.034 | |||
| (0.024) | (0.024) | |||
| 0.086* | ||||
| (0.052) | ||||
| 0.009*** | 0.009*** | 0.011*** | 0.011*** | |
| (0.003) | (0.003) | (0.002) | (0.002) | |
| 0.011 | 0.009 | −0.015 | −0.015 | |
| (0.012) | (0.012) | (0.017) | (0.017) | |
| Time, sector, geo dummies | Yes | Yes | Yes | Yes |
| Round dummies | Yes | Yes | Yes | Yes |
| Constant | −1.283 | −3.863 | 60.641* | 52.262 |
| (27.055) | (26.903) | (36.383) | (36.520) | |
| Observations | 1,988 | 1,988 | 726 | 726 |
| 0.485 | 0.486 | 0.421 | 0.423 | |
| Adjusted | 0.478 | 0.479 | 0.396 | 0.397 |
Note(s): The dependent variable is the logarithm of the financed amount. Robust standard errors are shown in parentheses. Models 1 and 2 are tested on the full sample of companies. Models 3 and 4 are tested on the subsample of companies with at least one patent. The significance levels are represented by ∗∗∗ as 1%, ∗∗ as 5%, and ∗ as 10%
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