Baseline models: negative media coverage of ESG and ETRs
| Dependent variable | Predicted sign | Avg3_GAAP_ETR | Avg3_GAAP_ETR | Avg3_GAAP_ETR | Avg3_cash_ETR | Avg3_cash_ETR | Avg3_cash_ETR |
|---|---|---|---|---|---|---|---|
| Const | −0.809 (1.462) | −0.681 (1.462) | −0.685 (1.462) | −0.857 (1.709) | −0.671 (1.707) | −0.706 (1.711) | |
| NegM_peak_FY | + | 0.013*** (0.005) | 0.022*** (0.006) | ||||
| NegM_peak_Q4 | + | 0.013*** (0.004) | 0.022*** (0.005) | ||||
| NegM_peak_Q4Q1 | + | 0.014*** (0.004) | 0.019*** (0.005) | ||||
| Size | 0.011*** (0.004) | 0.011** (0.004) | 0.011*** (0.004) | 0.009** (0.004) | 0.007* (0.004) | 0.009** (0.004) | |
| Leverage | 0.071** (0.030) | 0.071** (0.030) | 0.070** (0.030) | −0.008 (0.035) | −0.008 (0.035) | −0.009 (0.035) | |
| Profitability | 0.026 (0.042) | 0.025 (0.041) | 0.027 (0.041) | −0.034 (0.050) | −0.035 (0.050) | −0.034*** (0.050) | |
| PPE | −0.063*** (0.018) | −0.063*** (0.018) | −0.062*** (0.018) | −0.072*** (0.020) | −0.072*** (0.020) | −0.072*** (0.020) | |
| Intangibles | 0.009 (0.015) | 0.010 (0.015) | 0.010 (0.015) | 0.061*** (0.017) | 0.063*** (0.017) | 0.063*** (0.017) | |
| RD | −0.202* (0.129) | −0.201 (0.123) | −0.201 (0.123) | 0.056 (0.141) | 0.058 (0.140) | 0.061 (0.141) | |
| Cash | 0.036 (0.036) | 0.035 (0.036) | 0.033 (0.036) | 0.013 (0.043) | 0.011 (0.043) | 0.010 (0.043) | |
| MTBV | 0.001 (0.001) | 0.001 (0.001) | 0.001 (0.001) | 0.001 (0.001) | 0.001 (0.001) | 0.001 (0.001) | |
| GDP | 0.083 (0.142) | 0.071 (0.142) | 0.071 (0.142) | 0.105 (0.166) | 0.089 (0.166) | 0.091 (0.166) | |
| Jud_ind | −0.032*** (0.009) | −0.032*** (0.009) | −0.032*** (0.009) | −0.032*** (0.011) | −0.033*** (0.011) | −0.033*** (0.011) | |
| Shar_gov | −0.003 (0.005) | −0.002 (0.005) | −0.003 (0.005) | −0.006 (0.007) | −0.005 (0.007) | −0.006 (0.007) | |
| BTC | −0.019 (0.050) | −0.017 (0.050) | −0.018 (0.050) | −0.074 (0.056) | −0.071 (0.056) | −0.073 (0.056) | |
| CTSR | 0.751*** (0.286) | 0.748*** (0.286) | 0.767*** (0.286) | 0.335 (0.347) | 0.335 (0.347) | 0.353 (0.348) | |
| Industry FE | Yes | Yes | Yes | Yes | Yes | Yes | |
| Country FE | Yes | Yes | Yes | Yes | Yes | Yes | |
| Year FE | Yes | Yes | Yes | Yes | Yes | Yes | |
| N | 2,309 | 2,309 | 2,309 | 2,142 | 2,142 | 2,142 | |
| R2 (overall) | 0.12 | 0.12 | 0.12 | 0.13 | 0.14 | 0.13 | |
| Wald Chi2 | 167.90*** | 170.30*** | 170.16*** | 160.68*** | 166.36*** | 159.61*** | |
| Max VIF | 2.46 | 2.46 | 2.46 | 2.46 | 2.46 | 2.46 |
| Predicted sign | Avg3_GAAP_ETR | Avg3_GAAP_ETR | Avg3_GAAP_ETR | Avg3_cash_ETR | Avg3_cash_ETR | Avg3_cash_ETR | |
|---|---|---|---|---|---|---|---|
| Const | −0.809 ( | −0.681 ( | −0.685 ( | −0.857 ( | −0.671 ( | −0.706 ( | |
| + | |||||||
| + | |||||||
| + | |||||||
| Size | 0.011*** ( | 0.011** ( | 0.011*** ( | 0.009** ( | 0.007* ( | 0.009** ( | |
| Leverage | 0.071** ( | 0.071** ( | 0.070** ( | −0.008 ( | −0.008 ( | −0.009 ( | |
| Profitability | 0.026 ( | 0.025 ( | 0.027 ( | −0.034 ( | −0.035 ( | −0.034*** ( | |
| PPE | −0.063*** ( | −0.063*** ( | −0.062*** ( | −0.072*** ( | −0.072*** ( | −0.072*** ( | |
| Intangibles | 0.009 ( | 0.010 ( | 0.010 ( | 0.061*** ( | 0.063*** ( | 0.063*** ( | |
| RD | −0.202* ( | −0.201 ( | −0.201 ( | 0.056 ( | 0.058 ( | 0.061 ( | |
| Cash | 0.036 ( | 0.035 ( | 0.033 ( | 0.013 ( | 0.011 ( | 0.010 ( | |
| MTBV | 0.001 ( | 0.001 ( | 0.001 ( | 0.001 ( | 0.001 ( | 0.001 ( | |
| GDP | 0.083 ( | 0.071 ( | 0.071 ( | 0.105 ( | 0.089 ( | 0.091 ( | |
| Jud_ind | −0.032*** ( | −0.032*** ( | −0.032*** ( | −0.032*** ( | −0.033*** ( | −0.033*** ( | |
| Shar_gov | −0.003 ( | −0.002 ( | −0.003 ( | −0.006 ( | −0.005 ( | −0.006 ( | |
| BTC | −0.019 ( | −0.017 ( | −0.018 ( | −0.074 ( | −0.071 ( | −0.073 ( | |
| CTSR | 0.751*** ( | 0.748*** ( | 0.767*** ( | 0.335 ( | 0.335 ( | 0.353 ( | |
| Industry FE | Yes | Yes | Yes | Yes | Yes | Yes | |
| Country FE | Yes | Yes | Yes | Yes | Yes | Yes | |
| Year FE | Yes | Yes | Yes | Yes | Yes | Yes | |
| 2,309 | 2,309 | 2,309 | 2,142 | 2,142 | 2,142 | ||
| 0.12 | 0.12 | 0.12 | 0.13 | 0.14 | 0.13 | ||
| Wald Chi2 | 167.90*** | 170.30*** | 170.16*** | 160.68*** | 166.36*** | 159.61*** | |
| Max VIF | 2.46 | 2.46 | 2.46 | 2.46 | 2.46 | 2.46 |
Notes:
Standard errors in parentheses. Size, Leverage, Profitability, PPE, Intangibles, RD, Cash and MTBV are winsorised at the 1st and 99th percentiles; ***, ** and * indicate significance levels at 1, 5 and 10%, respectively. Coefficients in bold refer to hypothesis testing
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