Results for sectoral corporate profits and physical climate risk nexus with the role of green innovation
| Lag | PDL01 | PDL02 | ||||
|---|---|---|---|---|---|---|
| Communication service | 0.3792*** (0.1069) | −1.1356*** (0.2021) | 0.0002*** (5.269e−05) | 3 | −0.4468*** (0.1208) | 0.2448*** (0.0605) |
| Consumer discretionary | 0.4817*** (0.0977) | −0.1020* (0.0599) | 3.979e−05*** (1.337e−05) | 3 | −0.0647* (0.0347) | 0.0339* (0.0186) |
| Consumer staple | 0.4130*** (0.1001) | −0.0167 (0.0595) | 5.532e−05*** (1.257e−05) | 2 | −0.1137** (0.0467) | 0.0815*** (0.0318) |
| Energy | 0.1475 (0.1106) | 0.1316 (0.8975) | −0.0002** (0.0001) | 2 | −1.1856* (0.6859) | 0.8347* (0.4677) |
| Financial | −0.0990 (0.1099) | 1.6795*** (0.5154) | −3.398e−06 (0.0001) | 4 | 0.6897*** (0.2512) | −0.2052** (0.0913) |
| Health care | 0.0897 (0.1080) | −0.1134*** (0.0386) | 8.900e−05*** (1.244e−05) | 2 | −0.0885*** (0.0313) | 0.0586*** (0.0211) |
| Industrial | 0.3536*** (0.1027) | 0.0579 (0.0373 | 3.067e−05*** (8.943e−06) | 4 | −0.0389** (0.0171) | 0.0132** (0.0062) |
| Information technology | 0.2725** (0.1235) | −0.3350*** (0.0867) | 0.0001*** (2.462e−05) | 2 | −0.1176* (0.0671) | 0.0727 (0.0454) |
| Material | 0.4935*** (0.1045) | 0.0191 (0.0346) | 2.841e−05*** (8.706e−06) | 4 | 0.0405** (0.0166) | −0.0178*** (0.0065) |
| Real estate | 0.7250*** (0.0771) | 0.0095 (0.0169) | 1.020e−05*** (3.577e−06) | 2 | 0.0214* (0.0121) | −0.0132* (0.0078) |
| Utility | 0.2251** (0.1094) | 0.0067 (0.0430) | 3.174e−05*** (7.114e−06) | 2 | −0.0843** (0.0380) | 0.0613** (0.0244) |
| Lag | PDL01 | PDL02 | ||||
|---|---|---|---|---|---|---|
| Communication service | 0.3792*** (0.1069) | −1.1356*** (0.2021) | 0.0002*** (5.269e−05) | 3 | −0.4468*** (0.1208) | 0.2448*** (0.0605) |
| Consumer discretionary | 0.4817*** (0.0977) | −0.1020* (0.0599) | 3.979e−05*** (1.337e−05) | 3 | −0.0647* (0.0347) | 0.0339* (0.0186) |
| Consumer staple | 0.4130*** (0.1001) | −0.0167 (0.0595) | 5.532e−05*** (1.257e−05) | 2 | −0.1137** (0.0467) | 0.0815*** (0.0318) |
| Energy | 0.1475 (0.1106) | 0.1316 (0.8975) | −0.0002** (0.0001) | 2 | −1.1856* (0.6859) | 0.8347* (0.4677) |
| Financial | −0.0990 (0.1099) | 1.6795*** (0.5154) | −3.398e−06 (0.0001) | 4 | 0.6897*** (0.2512) | −0.2052** (0.0913) |
| Health care | 0.0897 (0.1080) | −0.1134*** (0.0386) | 8.900e−05*** (1.244e−05) | 2 | −0.0885*** (0.0313) | 0.0586*** (0.0211) |
| Industrial | 0.3536*** (0.1027) | 0.0579 (0.0373 | 3.067e−05*** (8.943e−06) | 4 | −0.0389** (0.0171) | 0.0132** (0.0062) |
| Information technology | 0.2725** (0.1235) | −0.3350*** (0.0867) | 0.0001*** (2.462e−05) | 2 | −0.1176* (0.0671) | 0.0727 (0.0454) |
| Material | 0.4935*** (0.1045) | 0.0191 (0.0346) | 2.841e−05*** (8.706e−06) | 4 | 0.0405** (0.0166) | −0.0178*** (0.0065) |
| Real estate | 0.7250*** (0.0771) | 0.0095 (0.0169) | 1.020e−05*** (3.577e−06) | 2 | 0.0214* (0.0121) | −0.0132* (0.0078) |
| Utility | 0.2251** (0.1094) | 0.0067 (0.0430) | 3.174e−05*** (7.114e−06) | 2 | −0.0843** (0.0380) | 0.0613** (0.0244) |
Note(s): This table reports the ADL-MIDAS estimation results for the role of green innovation as an additional predictor in the effect of physical climate risk on corporate profits. For parsimony, the ADL-MIDAS model is estimated with a polynomial degree (PLD/Almon) of 2, or 3 when the lag length of 2 is found to be inefficient. The effect of each explanatory variable is obtained by summing the coefficients of the two polynomial degrees (PLD01 and PLD02), as determined using a Wald test. The lag length used corresponds to the optimal lag for the independent variable. Values in parentheses are standard errors. ***, **, and * denote statistical significance at the 1%, 5%, and 10% levels, respectively
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