Models – robustness by estimators
| Economic performance | Social performance | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Variables | Economic return (ROA) | Net income margin | Death rate | |||||||||
| (1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | (9) | (10) | (11) | (12) | |
| COMP | −0.0223*** | 0.0067*** | −0.0223*** | 0.0067* | −0.0134*** | 0.0463*** | −0.0134*** | 0.0463*** | 0.0148*** | 0.0221*** | 0.0148*** | 0.0221*** |
| (0.0013) | (0.0021) | (0.0025) | (0.0042) | (0.0011) | (0.0018) | (0.0023) | (0.0036) | (0.005) | (0.0070) | (0.005) | (0.0069) | |
| COMP*PUBF | −0.0712*** | −0.0712*** | −0.1463*** | −0.1463*** | −0.0208 | −0.0208 | ||||||
| (0.0041) | (0.0084) | (0.0034) | (0.0075) | (0.0146) | (0.0145) | |||||||
| PUBF | 0.0455*** | 0.0534*** | 0.0455*** | 0.0534*** | 0.0290*** | 0.0451*** | 0.0290*** | 0.0451*** | 0.0225*** | 0.0246*** | 0.0225*** | 0.0246*** |
| (0.0023) | (0.0025) | (0.0042) | (0.0046) | (0.0017) | (0.0017) | (0.0034) | (0.0035) | (0.0051) | (0.0055) | (0.0051) | (0.0055) | |
| Covid | −0.0193*** | −0.0196*** | −0.0193*** | −0.0196*** | −0.0146*** | −0.0152*** | −0.0146*** | −0.0152*** | – | – | ||
| (0.0014) | (0.0014) | (0.0016) | (0.0016) | (0.001) | (0.001) | (0.0011) | (0.0011) | – | – | |||
| Financial leverage | −0.0028*** | −0.0027*** | −0.0028*** | −0.0027*** | −0.0021*** | −0.002*** | −0.0021*** | −0.002*** | 0.0000*** | 0.0000*** | 0.0000*** | 0.0000 |
| (0.0002) | (0.0002) | (0.0002) | (0.0002) | (0.0001) | (0.0001) | (0.0001) | (0.0001) | (0.0000) | (0.0000) | (0.0000) | (0.0000) | |
| Solvency level | 0.0532*** | 0.0519*** | 0.0532*** | 0.0519*** | 0.0259*** | 0.0231*** | 0.0259*** | 0.0231*** | 0.0277*** | 0.0276*** | 0.0277*** | 0.0276*** |
| (0.0033) | (0.0033) | (0.0047) | (0.0047) | (0.002) | (0.002) | (0.0033) | (0.0033) | (0.0063) | (0.0063) | (0.0063) | (0.0063) | |
| Penalties | 0.1097*** | 0.1093*** | 0.1097*** | 0.1093*** | 0.0663*** | 0.0655*** | 0.0663*** | 0.0655*** | 0.1135*** | 0.1120*** | 0.1135*** | 0.112*** |
| (0.0049) | (0.0049) | (0.0087) | (0.0087) | (0.0035) | (0.0035) | (0.0069) | (0.0069) | (0.0161) | (0.0161) | (0.0161) | (0.0161) | |
| Location | 0.0135*** | 0.0119*** | 0.0135*** | 0.0119*** | 0.021*** | 0.0177*** | 0.021*** | 0.0177*** | 0.0223*** | 0.0220*** | 0.0223*** | 0.0220*** |
| (0.0015) | (0.0015) | (0.0028) | (0.0029) | (0.0011) | (0.0011) | (0.0022) | (0.0022) | (0.0041) | (0.0041) | (0.0041) | (0.004) | |
| F-Prob | 19,593 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
| R2 | 0.4090 | 0.4131 | 0.4090 | 0.4131 | 0.3692 | 0.4043 | 0.3692 | 0.4043 | 0.3227 | 0.3231 | 0.3227 | 0.3231 |
| Estimator | OLS ROBUST | CLUSTER ID | OLS ROBUST | CLUSTER ID | OLS ROBUST | CLUSTER ID | ||||||
| Economic performance | Social performance | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Variables | Economic return (ROA) | Net income margin | Death rate | |||||||||
| (1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | (9) | (10) | (11) | (12) | |
| COMP | −0.0223*** | 0.0067*** | −0.0223*** | 0.0067* | −0.0134*** | 0.0463*** | −0.0134*** | 0.0463*** | 0.0148*** | 0.0221*** | 0.0148*** | 0.0221*** |
| (0.0013) | (0.0021) | (0.0025) | (0.0042) | (0.0011) | (0.0018) | (0.0023) | (0.0036) | (0.005) | (0.0070) | (0.005) | (0.0069) | |
| COMP*PUBF | −0.0712*** | −0.0712*** | −0.1463*** | −0.1463*** | −0.0208 | −0.0208 | ||||||
| (0.0041) | (0.0084) | (0.0034) | (0.0075) | (0.0146) | (0.0145) | |||||||
| PUBF | 0.0455*** | 0.0534*** | 0.0455*** | 0.0534*** | 0.0290*** | 0.0451*** | 0.0290*** | 0.0451*** | 0.0225*** | 0.0246*** | 0.0225*** | 0.0246*** |
| (0.0023) | (0.0025) | (0.0042) | (0.0046) | (0.0017) | (0.0017) | (0.0034) | (0.0035) | (0.0051) | (0.0055) | (0.0051) | (0.0055) | |
| Covid | −0.0193*** | −0.0196*** | −0.0193*** | −0.0196*** | −0.0146*** | −0.0152*** | −0.0146*** | −0.0152*** | – | – | ||
| (0.0014) | (0.0014) | (0.0016) | (0.0016) | (0.001) | (0.001) | (0.0011) | (0.0011) | – | – | |||
| Financial leverage | −0.0028*** | −0.0027*** | −0.0028*** | −0.0027*** | −0.0021*** | −0.002*** | −0.0021*** | −0.002*** | 0.0000*** | 0.0000*** | 0.0000*** | 0.0000 |
| (0.0002) | (0.0002) | (0.0002) | (0.0002) | (0.0001) | (0.0001) | (0.0001) | (0.0001) | (0.0000) | (0.0000) | (0.0000) | (0.0000) | |
| Solvency level | 0.0532*** | 0.0519*** | 0.0532*** | 0.0519*** | 0.0259*** | 0.0231*** | 0.0259*** | 0.0231*** | 0.0277*** | 0.0276*** | 0.0277*** | 0.0276*** |
| (0.0033) | (0.0033) | (0.0047) | (0.0047) | (0.002) | (0.002) | (0.0033) | (0.0033) | (0.0063) | (0.0063) | (0.0063) | (0.0063) | |
| Penalties | 0.1097*** | 0.1093*** | 0.1097*** | 0.1093*** | 0.0663*** | 0.0655*** | 0.0663*** | 0.0655*** | 0.1135*** | 0.1120*** | 0.1135*** | 0.112*** |
| (0.0049) | (0.0049) | (0.0087) | (0.0087) | (0.0035) | (0.0035) | (0.0069) | (0.0069) | (0.0161) | (0.0161) | (0.0161) | (0.0161) | |
| Location | 0.0135*** | 0.0119*** | 0.0135*** | 0.0119*** | 0.021*** | 0.0177*** | 0.021*** | 0.0177*** | 0.0223*** | 0.0220*** | 0.0223*** | 0.0220*** |
| (0.0015) | (0.0015) | (0.0028) | (0.0029) | (0.0011) | (0.0011) | (0.0022) | (0.0022) | (0.0041) | (0.0041) | (0.0041) | (0.004) | |
| F-Prob | 19,593 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
| 0.4090 | 0.4131 | 0.4090 | 0.4131 | 0.3692 | 0.4043 | 0.3692 | 0.4043 | 0.3227 | 0.3231 | 0.3227 | 0.3231 | |
| Estimator | OLS ROBUST | CLUSTER ID | OLS ROBUST | CLUSTER ID | OLS ROBUST | CLUSTER ID | ||||||
Note(s): Regressions of Social Dimension consider the ratio of deaths during the first wave of COVID-19 (data as of August 2020). For this reason, the control variable Covid has not been considered
Standard errors are in parentheses
***p < 0.01, **p < 0.05, *p < 0.10
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