Analyses of the relationship between ESG and firm performance
| Variables | (1) Q | (2) Q | (3) Q | (4) Q | (5) Q |
|---|---|---|---|---|---|
| ESG | 0.4524*** | 0.2336*** | 0.3014*** | 0.4495*** | 0.5392*** |
| (7.34) | (3.17) | (3.32) | (6.09) | (6.37) | |
| ESG*STAKE | 0.3353*** | ||||
| (3.10) | |||||
| ESG*FINCONST | −0.3131*** | ||||
| (−3.20) | |||||
| ESG*REL | −0.2085** | ||||
| (−2.12) | |||||
| SIZE | −0.2122*** | −0.5176*** | −0.2132*** | −0.2185*** | −0.2161*** |
| (−25.24) | (−26.08) | (−25.29) | (−28.27) | (−27.84) | |
| TANG | −0.8333*** | −0.8215*** | −0.8354*** | −1.0273*** | −0.9431*** |
| (−10.35) | (−6.44) | (−10.38) | (−12.90) | (−11.84) | |
| GROWTH | 0.8237*** | 0.3941*** | 0.8208*** | 0.8969*** | 0.8288*** |
| (18.64) | (11.61) | (18.57) | (20.00) | (18.42) | |
| RDINT | 8.6197*** | 2.5276*** | 8.6059*** | 9.4046*** | 9.1101*** |
| (44.70) | (7.09) | (44.64) | (49.17) | (46.94) | |
| RET | 4.5321*** | 2.5282*** | 4.5332*** | 4.5722*** | 4.8861*** |
| (43.05) | (24.69) | (43.08) | (43.12) | (45.99) | |
| CAPEX | 4.0975*** | 3.0857*** | 4.0945*** | 4.3677*** | 4.3177*** |
| (12.63) | (10.41) | (12.62) | (13.28) | (13.15) | |
| LEV | 0.1918*** | −0.0938 | 0.1982*** | 0.6853*** | 0.3143*** |
| (3.33) | (−1.28) | (3.44) | (11.08) | (5.46) | |
| DIV | 0.0539** | 0.0218 | 0.0565** | 5.1242*** | 0.1791*** |
| (2.16) | (0.80) | (2.26) | (24.60) | (7.32) | |
| STAKE | −0.2324*** | ||||
| (−3.76) | |||||
| FINCONST | −0.0706 | ||||
| (−1.23) | |||||
| REL | −0.2085** | ||||
| (5.53) | |||||
| Constant | 4.7191*** | 9.8055*** | 4.8451*** | 0.4495*** | 4.7386*** |
| (19.55) | (32.23) | (19.82) | (6.09) | (22.37) | |
| Observations | 13,020 | 13,020 | 13,020 | 13,020 | 13,020 |
| R-squared | 0.5028 | 0.2258 | 0.5034 | 0.4768 | 0.4787 |
| Industry FE | YES | YES | YES | YES | |
| Year FE | YES | YES | YES | YES | YES |
| Country FE | YES | YES | YES | NOa | |
| Firm FE | YES |
| Variables | (1) | (2) | (3) | (4) | (5) |
|---|---|---|---|---|---|
| ESG | 0.4524*** | 0.2336*** | 0.3014*** | 0.4495*** | 0.5392*** |
| (7.34) | (3.17) | (3.32) | (6.09) | (6.37) | |
| ESG*STAKE | 0.3353*** | ||||
| (3.10) | |||||
| ESG*FINCONST | −0.3131*** | ||||
| (−3.20) | |||||
| ESG*REL | −0.2085** | ||||
| (−2.12) | |||||
| SIZE | −0.2122*** | −0.5176*** | −0.2132*** | −0.2185*** | −0.2161*** |
| (−25.24) | (−26.08) | (−25.29) | (−28.27) | (−27.84) | |
| TANG | −0.8333*** | −0.8215*** | −0.8354*** | −1.0273*** | −0.9431*** |
| (−10.35) | (−6.44) | (−10.38) | (−12.90) | (−11.84) | |
| GROWTH | 0.8237*** | 0.3941*** | 0.8208*** | 0.8969*** | 0.8288*** |
| (18.64) | (11.61) | (18.57) | (20.00) | (18.42) | |
| RDINT | 8.6197*** | 2.5276*** | 8.6059*** | 9.4046*** | 9.1101*** |
| (44.70) | (7.09) | (44.64) | (49.17) | (46.94) | |
| RET | 4.5321*** | 2.5282*** | 4.5332*** | 4.5722*** | 4.8861*** |
| (43.05) | (24.69) | (43.08) | (43.12) | (45.99) | |
| CAPEX | 4.0975*** | 3.0857*** | 4.0945*** | 4.3677*** | 4.3177*** |
| (12.63) | (10.41) | (12.62) | (13.28) | (13.15) | |
| LEV | 0.1918*** | −0.0938 | 0.1982*** | 0.6853*** | 0.3143*** |
| (3.33) | (−1.28) | (3.44) | (11.08) | (5.46) | |
| DIV | 0.0539** | 0.0218 | 0.0565** | 5.1242*** | 0.1791*** |
| (2.16) | (0.80) | (2.26) | (24.60) | (7.32) | |
| STAKE | −0.2324*** | ||||
| (−3.76) | |||||
| FINCONST | −0.0706 | ||||
| (−1.23) | |||||
| REL | −0.2085** | ||||
| (5.53) | |||||
| Constant | 4.7191*** | 9.8055*** | 4.8451*** | 0.4495*** | 4.7386*** |
| (19.55) | (32.23) | (19.82) | (6.09) | (22.37) | |
| Observations | 13,020 | 13,020 | 13,020 | 13,020 | 13,020 |
| R-squared | 0.5028 | 0.2258 | 0.5034 | 0.4768 | 0.4787 |
| Industry FE | YES | YES | YES | YES | |
| Year FE | YES | YES | YES | YES | YES |
| Country FE | YES | YES | YES | NOa | |
| Firm FE | YES |
Note(s): The dependent variable is Tobin’s Q. ***, ** and * denote significance at the 1, 5 and 10% levels, respectively. T-statistics are reported in parenthesis
a Given that the variable “religiosity” (REL) might not have any variation across firms within a country, controlling for country fixed effect may result in large standard errors. Therefore, in column (5) the authors perform the regression without controlling country fixed effect (denoted as “NO”). This test is suggested by a reviewer
Source(s): Table created by authors
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