Results of a subsample of family business, when the independent variable is ROA
| Indicator/Variables | (1) | (2) | (3) | (4) | (5) |
|---|---|---|---|---|---|
| const | 5.021 | 5.189 | 4.848 | 3.895 | 3.409 |
| ESG | 0.025* | ||||
| Envir | 0.020* | ||||
| Social | 0.028** | ||||
| Governance | 0.001 | ||||
| env_bin | 0.946 | ||||
| lev | −0.039*** | −0.040*** | −0.039*** | −0.039*** | −0.039*** |
| tac | 0.131*** | 0.132*** | 0.132*** | 0.129*** | 0.128*** |
| cash_ratio | 24.921*** | 24.919*** | 24.600*** | 26.384*** | 25.816*** |
| size | −0.037 | −0.033 | −0.026 | 0.018 | 0.013 |
| bs | −0.187*** | −0.190*** | −0.210*** | −0.127* | −0.139* |
| EPS | 0.000*** | 0.000*** | 0.000*** | 0.063 | 0.066 |
| sector | 0.085 | 0.109 | 0.068 | 0.000*** | 0.000*** |
| rsquared | 0.768 | 0.768 | 0.770 | 0.765 | 0.766 |
| rsquared_overall | 0.768 | 0.768 | 0.770 | 0.765 | 0.766 |
| rsquared_betwee | 0.668 | 0.674 | 0.666 | 0.662 | 0.666 |
| rsquared_within | 0.756 | 0.756 | 0.758 | 0.754 | 0.754 |
| Number of obs | 322 | 322 | 322 | 322 | 322 |
| Years periods | 9 | 9 | 9 | 9 | 9 |
| Indicator/Variables | (1) | (2) | (3) | (4) | (5) |
|---|---|---|---|---|---|
| const | 5.021 | 5.189 | 4.848 | 3.895 | 3.409 |
| Envir | |||||
| Social | |||||
| Governance | 0.001 | ||||
| env_bin | 0.946 | ||||
| lev | −0.039 | −0.040 | −0.039 | −0.039 | −0.039 |
| tac | 0.131 | 0.132 | 0.132 | 0.129 | 0.128 |
| cash_ratio | 24.921 | 24.919 | 24.600 | 26.384 | 25.816 |
| size | −0.037 | −0.033 | −0.026 | 0.018 | 0.013 |
| bs | −0.187 | −0.190 | −0.210 | −0.127 | −0.139 |
| 0.000 | 0.000 | 0.000 | 0.063 | 0.066 | |
| sector | 0.085 | 0.109 | 0.068 | 0.000 | 0.000 |
| rsquared | 0.768 | 0.768 | 0.770 | 0.765 | 0.766 |
| rsquared_overall | 0.768 | 0.768 | 0.770 | 0.765 | 0.766 |
| rsquared_betwee | 0.668 | 0.674 | 0.666 | 0.662 | 0.666 |
| rsquared_within | 0.756 | 0.756 | 0.758 | 0.754 | 0.754 |
| Number of obs | 322 | 322 | 322 | 322 | 322 |
| Years periods | 9 | 9 | 9 | 9 | 9 |
The results are the parameters of the fixed-effects model, which includes both individual and time effects. When applying the Breusch and Pagan (1979) test, we found evidence to reject the null hypothesis of homoscedasticity in columns 1, 2 and 3, using robust standard errors. The variable sector and the binary variable family are not included in the results because the fixed-effect model absorbs time-invariant characteristics. The ***, ** and *indicate parameter significance at 1, 5 and 10%, respectively