Panel data analysis results – relationship between SR and CAR
| Pooled OLS | Fixed effects | Random effects | ||||
|---|---|---|---|---|---|---|
| Coef. | p (Sig) | Coef. | p (Sig) | Coef. | p (Sig) | |
| Observations | 880 | 880 | 880 | |||
| No. of groups | 220 | 220 | ||||
| Intercept | 2.253 | 0.066 | −6.907 | 0.520 | 2.253 | 0.095 |
| UE | 0.285 | 0.000 | 0.219 | 0.000 | 0.272 | 0.000 |
| SD | 0.398 | 0.015 | 0.609 | 0.022 | 0.420 | 0.014 |
| UE×SD | 0.168 | 0.022 | 0.211 | 0.008 | 0.179 | 0.013 |
| MB | −0.014 | 0.765 | 0.088 | 0.384 | −0.008 | 0.871 |
| UE×MB | 0.035 | 0.098 | 0.042 | 0.070 | 0.037 | 0.079 |
| FSZ | −0.119 | 0.030 | 0.316 | 0.527 | −0.120 | 0.047 |
| UE×FSZ | 0.042 | 0.074 | 0.037 | 0.149 | 0.042 | 0.072 |
| LEV | 0.827 | 0.005 | 1.280 | 0.259 | 0.844 | 0.008 |
| UE×LEV | 0.091 | 0.498 | 0.161 | 0.278 | 0.101 | 0.447 |
| Age | 0.015 | 0.868 | −0.291 | 0.772 | 0.014 | 0.889 |
| UE×Age | −0.181 | 0.000 | −0.114 | 0.076 | −0.170 | 0.001 |
| Year effect | Yes | Yes | Yes | |||
| R2 – overall | 0.1187 | 0.0567 | 0.1186 | |||
| F-test | ||||||
| χ2 | 1.34 | |||||
| Prob. | 0.0029 | |||||
| Hausman test | ||||||
| χ2 | 15.35 | |||||
| Prob. | 0.3544 | |||||
| LM test | ||||||
| χ2 | 7.47 | |||||
| Prob. | 0.0031 | |||||
| Pooled OLS | Fixed effects | Random effects | ||||
|---|---|---|---|---|---|---|
| Coef. | Coef. | Coef. | ||||
| Observations | 880 | 880 | 880 | |||
| No. of groups | 220 | 220 | ||||
| Intercept | 2.253 | 0.066 | −6.907 | 0.520 | 2.253 | 0.095 |
| UE | 0.285 | 0.000 | 0.219 | 0.000 | 0.272 | 0.000 |
| SD | 0.398 | 0.015 | 0.609 | 0.022 | 0.420 | 0.014 |
| UE×SD | 0.168 | 0.022 | 0.211 | 0.008 | 0.179 | 0.013 |
| MB | −0.014 | 0.765 | 0.088 | 0.384 | −0.008 | 0.871 |
| UE×MB | 0.035 | 0.098 | 0.042 | 0.070 | 0.037 | 0.079 |
| FSZ | −0.119 | 0.030 | 0.316 | 0.527 | −0.120 | 0.047 |
| UE×FSZ | 0.042 | 0.074 | 0.037 | 0.149 | 0.042 | 0.072 |
| LEV | 0.827 | 0.005 | 1.280 | 0.259 | 0.844 | 0.008 |
| UE×LEV | 0.091 | 0.498 | 0.161 | 0.278 | 0.101 | 0.447 |
| Age | 0.015 | 0.868 | −0.291 | 0.772 | 0.014 | 0.889 |
| UE×Age | −0.181 | 0.000 | −0.114 | 0.076 | −0.170 | 0.001 |
| Year effect | Yes | Yes | Yes | |||
| 0.1187 | 0.0567 | 0.1186 | ||||
| 1.34 | ||||||
| Prob. | 0.0029 | |||||
| 15.35 | ||||||
| Prob. | 0.3544 | |||||
| 7.47 | ||||||
| Prob. | 0.0031 | |||||
Notes: CAR is the firm’s cumulative market-adjusted stock returns for the three-day earnings announcement window; UE is the difference between the actual earnings and the expected earnings, which measures as the difference between the firm’s current year EPS (EPSt) and firm’s last year EPS (EPSt-1); SD is a dichotomous variable that takes 1 if the firm discloses sustainability reports and 0 otherwise; MB is the market-to-book ratio; FSZ is the natural logarithm of total assets; LEV is the total debt to total assets ratio and Age is the natural logarithm of the number of years since the firm’s inception
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