Dynamic GMM estimation
| Model 1 | Model 2 | Model 3 | Model 4 | |
|---|---|---|---|---|
| 0.1591*** | 0.1059** | 0.1056** | 0.1090** | |
| Risk (std ROIC) | 0.2354*** | |||
| Risk level 1 | 0.4763*** | 0.4672*** | 0.5799*** | |
| Risk level 2 | −0.1677*** | −0.1666*** | −0.1508*** | |
| Risk level 3 | −0.6610*** | −0.6440*** | −0.7946*** | |
| Family business | −0.0057** | −0.0008 | ||
| Risk level 1 × FB | −0.1596* | |||
| Risk level 2 × FB | −0.0381 | |||
| Risk level 3 × FB | 0.2560* | |||
| Efficiency | 0.5161*** | 0.4078*** | 0.4289*** | 0.4101*** |
| Size | 0.0704*** | 0.0436*** | 0.0449*** | 0.0348*** |
| Age | −0.0811*** | −0.0442*** | −0.0473*** | −0.0360*** |
| GDP | 0.0016*** | 0.0007*** | 0.0007*** | 0.0004** |
| Constant | 0.0480*** | 0.0416*** | 0.0495*** | 0.0462** |
| Industry | yes | yes | yes | yes |
| Year | yes | yes | yes | yes |
| AR(1) | −4.81*** | −4.01*** | −3.95*** | −3.95*** |
| AR(2) | 0.72 (0.472) | −0.31 (0.759) | −0.16 (0.874) | −0.37 (0.711) |
| Hansen test | 1.61 (0.204) | 0.22 (0.641) | 2.21 (0.137) | 1.79 (0.181) |
| Observations | 11,460 | 11,460 | 11,266 | 11,266 |
| IV | 89 | 115 | 128 | 167 |
| Model 1 | Model 2 | Model 3 | Model 4 | |
|---|---|---|---|---|
| 0.1591*** | 0.1059** | 0.1056** | 0.1090** | |
| 0.2354*** | ||||
| 0.4763*** | 0.4672*** | 0.5799*** | ||
| −0.1677*** | −0.1666*** | −0.1508*** | ||
| −0.6610*** | −0.6440*** | −0.7946*** | ||
| −0.0057** | −0.0008 | |||
| −0.1596* | ||||
| −0.0381 | ||||
| 0.2560* | ||||
| 0.5161*** | 0.4078*** | 0.4289*** | 0.4101*** | |
| 0.0704*** | 0.0436*** | 0.0449*** | 0.0348*** | |
| −0.0811*** | −0.0442*** | −0.0473*** | −0.0360*** | |
| 0.0016*** | 0.0007*** | 0.0007*** | 0.0004** | |
| 0.0480*** | 0.0416*** | 0.0495*** | 0.0462** | |
| yes | yes | yes | yes | |
| yes | yes | yes | yes | |
| AR(1) | −4.81*** | −4.01*** | −3.95*** | −3.95*** |
| AR(2) | 0.72 (0.472) | −0.31 (0.759) | −0.16 (0.874) | −0.37 (0.711) |
| Hansen test | 1.61 (0.204) | 0.22 (0.641) | 2.21 (0.137) | 1.79 (0.181) |
| Observations | 11,460 | 11,460 | 11,266 | 11,266 |
| IV | 89 | 115 | 128 | 167 |
Note(s): Abbreviation: ROIC, return on invested capital. All estimations have been carried out using the 2-stage GMM estimator. AR(2) is a test for second-order serial autocorrelation in first difference residuals, distributed asymptotically as N(0.1) under the null hypothesis of no serial correlation. The Hansen Test is a test of over-identifying restrictions distributed asymptotically under the null hypothesis of validity of instruments as Chi-squared. Standard errors in parenthesis. (*), (**), and (***) indicate statistical significance at the 10%, 5%, and 1% levels, respectively
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