Table 9.
Estimation results for IV Probit regressions with current sales size
| Bankruptcy | Merger | Voluntary liquidation | ||||
|---|---|---|---|---|---|---|
| Variable | (i) Bankruptcy | (ii) Patst_gr | (iii) Merger | (iv) Patst_gr | (v) Voluntary | (vi) Patst_gr |
| Endogenous variable | ||||||
| Patst_gr | -0.520*** | 0.465*** | 0.288*** | |||
| (0.004) | (0.047) | (0.031) | ||||
| Control variable | ||||||
| Pre_pat | 0.181** | 0.520** | −0.171* | 0.520** | −0.098 | 0.520** |
| (0.080) | (0.242) | (0.100) | (0.242) | (0.060) | (0.242) | |
| Sales_t | 0.001 | 0.022** | 0.081 | 0.022** | −0.055*** | 0.022** |
| (0.020) | (0.009) | (0.051) | (0.009) | (0.004) | (0.009) | |
| Size | 0.016 | −0.004 | 0.129*** | −0.005 | 0.045*** | −0.004 |
| (0.070) | (0.030) | (0.011) | (0.030) | (0.003) | (0.030) | |
| Age_firm | 0.025*** | 0.024** | −0.015*** | 0.024** | 0.009 | 0.024** |
| (0.002) | (0.010) | (0.000) | (0.010) | (0.010) | (0.010) | |
| Age_founder | 0.006* | 0.004*** | 0.000 | 0.004*** | 0.006** | 0.004*** |
| (0.003) | (0.001) | (0.002) | (0.001) | (0.003) | (0.001) | |
| Edu | −0.062*** | 0.036 | 0.162 | 0.035 | 0.289*** | 0.036 |
| (0.008) | (0.028) | (0.120) | (0.029) | (0.025) | (0.029) | |
| Edu_X | −0.108** | −0.028 | 0.107*** | −0.028 | 0.302*** | −0.028 |
| (0.045) | (0.093) | (0.022) | (0.093) | (0.008) | (0.093) | |
| Instrumental variable | ||||||
| Appro | 0.258*** | 0.249** | 0.257*** | |||
| (0.083) | (0.098) | (0.088) | ||||
| Tech | 0.246*** | 0.266*** | 0.247*** | |||
| (0.073) | (0.100) | (0.085) | ||||
| Constant term | −1.740*** | −0.754** | −2.473** | −0.766** | −2.628*** | −0.755** |
| (0.450) | (0.318) | (0.993) | (0.308) | (0.001) | (0.310) | |
| Cohort dummies | Yes | Yes | Yes | Yes | Yes | Yes |
| Number of observations | 27,257 | 27,257 | 27,257 | |||
| Log pseudolikelihood | −53063.830 | −52946.929 | −53058.960 | |||
| Wald test of exogeneity (chi2) | 27.07*** | 6.51** | 21.01*** | |||
Notes: Robust standard errors are in parentheses. ***, **, and * indicate significance at the 1%, 5%, and 10% levels, respectively