The effect of ESG on the relationship between earnings management and earnings coefficient response
| FEM | GMM | OLS | ||||
|---|---|---|---|---|---|---|
| Variable | Coeff. | t-value | Coeff. | t-value | Coeff. | t-value |
| CAR7lag 1 | −0.133* | −1.77 | 0.025 | 0.21 | −0.008 | −0.10 |
| ES | 0.194*** | 3.70 | 0.235*** | 4.56 | 0.129*** | 2.67 |
| ABSEM | −0.004 | −0.58 | −0.009 | −1.57 | 0 | −0.12 |
| Dummy_EM | 0.012 | 1.28 | 0.016* | 1.72 | 0.01 | 1.42 |
| ESG | −0.016 | −0.30 | 0.105 | 1.22 | 0.048** | 2.00 |
| sqES*EM*ESG | 0.013*** | 4.50 | 0.016*** | 4.18 | 0.007** | 2.20 |
| Size | −0.053 | −1.22 | −0.079* | −1.94 | −0.007** | −2.06 |
| ROA | −0.192* | −1.99 | −0.385*** | −3.22 | −0.033 | −0.62 |
| WC | −0.153*** | −3.24 | −0.186** | −2.42 | −0.023 | −1.11 |
| Growth2 | 0.049*** | 3.06 | 0.038** | 1.99 | −0.002 | −0.43 |
| sqrtCR | 0.046* | 1.87 | 0.05 | 1.60 | 0.003 | 0.26 |
| Y2020 | −0.005 | −0.44 | −0.004 | −0.45 | −0.021* | −1.95 |
| Y2021 | 0.011 | 0.79 | 0.01 | 0.78 | −0.024** | −2.06 |
| Y2022 | 0.007 | 0.40 | −0.002 | −0.09 | −0.031*** | −2.97 |
| Constant | 1.802 | 1.30 | 2.563* | 1.96 | 0.285** | 2.53 |
| Sargan test (p-value) | 4.625 (0.463) | |||||
| AR(1) test (p-value) | −1.764 (0.077) | |||||
| AR(2) test (p-value) | −1.449 (0.147) | |||||
| F-statistic (p-value) | 12.64 (0.000) | 2.19 (0.011) | ||||
| R-squared | 0.3854 | 0.236 | ||||
| FEM | GMM | OLS | ||||
|---|---|---|---|---|---|---|
| Variable | Coeff. | Coeff. | Coeff. | |||
| CAR7lag 1 | −0.133* | −1.77 | 0.025 | 0.21 | −0.008 | −0.10 |
| ES | 0.194*** | 3.70 | 0.235*** | 4.56 | 0.129*** | 2.67 |
| ABSEM | −0.004 | −0.58 | −0.009 | −1.57 | 0 | −0.12 |
| Dummy_EM | 0.012 | 1.28 | 0.016* | 1.72 | 0.01 | 1.42 |
| ESG | −0.016 | −0.30 | 0.105 | 1.22 | 0.048** | 2.00 |
| sqES*EM*ESG | 0.013*** | 4.50 | 0.016*** | 4.18 | 0.007** | 2.20 |
| Size | −0.053 | −1.22 | −0.079* | −1.94 | −0.007** | −2.06 |
| ROA | −0.192* | −1.99 | −0.385*** | −3.22 | −0.033 | −0.62 |
| WC | −0.153*** | −3.24 | −0.186** | −2.42 | −0.023 | −1.11 |
| Growth2 | 0.049*** | 3.06 | 0.038** | 1.99 | −0.002 | −0.43 |
| sqrtCR | 0.046* | 1.87 | 0.05 | 1.60 | 0.003 | 0.26 |
| Y2020 | −0.005 | −0.44 | −0.004 | −0.45 | −0.021* | −1.95 |
| Y2021 | 0.011 | 0.79 | 0.01 | 0.78 | −0.024** | −2.06 |
| Y2022 | 0.007 | 0.40 | −0.002 | −0.09 | −0.031*** | −2.97 |
| Constant | 1.802 | 1.30 | 2.563* | 1.96 | 0.285** | 2.53 |
| Sargan test ( | 4.625 (0.463) | |||||
| AR(1) test ( | −1.764 (0.077) | |||||
| AR(2) test ( | −1.449 (0.147) | |||||
| F-statistic ( | 12.64 (0.000) | 2.19 (0.011) | ||||
| 0.3854 | 0.236 | |||||
Note(s): ***p < 0.01; **p < 0.05; *p < 0.10. This table presents the results of testing the moderating role of ESG on the effect of management on the market reaction around earnings announcements (Earnings Coefficient Response). This effect can be seen from the interaction between unexpected earnings, earnings management and ESG (sqES*EM*ESG) on CAR. T-statistics are based on robust standard errors
Source(s): Authors’ own work
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