Random-effects meta-regression results for market reaction
| Fisher Z | Coefficient | t-statistic |
|---|---|---|
| Tobin’s Q | 0.0059429 | 0.14 |
| Market share | 0.3492139*** | 4.38 |
| Revenue growth rate | −0.0538305 | −0.52 |
| Bid-ask spread | −0.0918198* | −1.96 |
| Expected future cash flows | 0.0357809 | 0.63 |
| Market value of equity | 0.0504082 | 0.69 |
| Abnormal return | −0.0288957 | −0.40 |
| Long term investors | 0.0135467 | 0.13 |
| Stock price synchronicity | −0.0270133 | −0.31 |
| ESG controversies and assurance | 0.021327 | 0.29 |
| Self-constructed disclosure index | −0.0955489* | −1.88 |
| EY’s IRQ measure | −0.0106241 | −0.19 |
| Score of rating agencies/database providers | −0.264849*** | −4.10 |
| Mandatory adoption | −0.1184693** | −2.57 |
| Year fixed effects | −0.0691095* | −1.86 |
| Industry fixed effects | −0.0354449 | −0.99 |
| Country fixed effects | 0.0372029 | 0.42 |
| Year of publication | −0.0102118 | −0.78 |
| Publication status | 0.0885384 | 1.41 |
| Sample size | 0.0256406 | 0.77 |
| Sample period | 0.0074981 | 0.93 |
| Constant | 20.66327 | 0.78 |
| Number of ES | 291 | |
| tau-squared (τ2) | 0.01916 | |
| I2 (%) | 95.02% | |
| R-squared (%) | 35.58% |
| Fisher Z | Coefficient | t-statistic |
|---|---|---|
| Tobin’s Q | 0.0059429 | 0.14 |
| Market share | 0.3492139 | 4.38 |
| Revenue growth rate | −0.0538305 | −0.52 |
| Bid-ask spread | −0.0918198* | −1.96 |
| Expected future cash flows | 0.0357809 | 0.63 |
| Market value of equity | 0.0504082 | 0.69 |
| Abnormal return | −0.0288957 | −0.40 |
| Long term investors | 0.0135467 | 0.13 |
| Stock price synchronicity | −0.0270133 | −0.31 |
| ESG controversies and assurance | 0.021327 | 0.29 |
| Self-constructed disclosure index | −0.0955489* | −1.88 |
| EY’s IRQ measure | −0.0106241 | −0.19 |
| Score of rating agencies/database providers | −0.264849 | −4.10 |
| Mandatory adoption | −0.1184693** | −2.57 |
| Year fixed effects | −0.0691095* | −1.86 |
| Industry fixed effects | −0.0354449 | −0.99 |
| Country fixed effects | 0.0372029 | 0.42 |
| Year of publication | −0.0102118 | −0.78 |
| Publication status | 0.0885384 | 1.41 |
| Sample size | 0.0256406 | 0.77 |
| Sample period | 0.0074981 | 0.93 |
| Constant | 20.66327 | 0.78 |
| Number of ES | 291 | |
| tau-squared ( | 0.01916 | |
| I2 (%) | 95.02% | |
| 35.58% |
Notes:
The dependent variable of the meta-regression is Fisher Z. Due to the issue of multicollinearity, the variable “Scoreboards taken from the literature” is omitted. ***p < 0.01; **p < 0.05; *p < 0.10