Table 4.
Paths coefficients results.
Relationship | β | Std. err. | T-value | P-value | Confidence Intervals |
|
---|---|---|---|---|---|---|
Lower | Upper | |||||
CL -> ESG | 0.059 | 0.024 | 2.407** | 0.016 | 0.013 | 0.109 |
CL -> FD | −0.284 | 0.022 | −12.706*** | 0.000 | −0.329 | −0.240 |
CL -> ROA | 0.243 | 0.023 | 10.576*** | 0.000 | 0.197 | 0.288 |
ESG -> FD | −0.052 | 0.017 | −2.985*** | 0.003 | −0.086 | −0.018 |
ESG -> ROA | 0.035 | 0.021 | 1.682* | 0.093 | −0.006 | 0.074 |
ROA -> FD | −0.237 | 0.021 | −11.016*** | 0.000 | −0.280 | −0.195 |
SIZE -> ESG | 0.093 | 0.024 | 3.901*** | 0.000 | 0.046 | 0.139 |
SIZE -> FD | 0.024 | 0.017 | 1.439 | 0.150 | −0.010 | 0.057 |
SIZE -> ROA | −0.024 | 0.022 | −1.075 | 0.283 | −0.068 | 0.019 |
LEV -> ESG | 0.086 | 0.025 | 3.497*** | 0.000 | 0.036 | 0.133 |
LEV -> FD | 0.290 | 0.019 | 15.014*** | 0.000 | 0.252 | 0.327 |
LEV -> ROA | −0.289 | 0.024 | −12.093*** | 0.000 | −0.335 | −0.242 |
AGE -> ESG | 0.003 | 0.021 | 0.160 | 0.873 | −0.037 | 0.045 |
AGE -> FD | −0.016 | 0.017 | −0.905 | 0.366 | −0.049 | 0.018 |
AGE -> ROA | 0.012 | 0.021 | 0.539 | 0.590 | −0.033 | 0.052 |
COV -> ESG | −0.003 | 0.023 | −0.115 | 0.908 | −0.047 | 0.041 |
COV -> FD | 0.035 | 0.018 | 1.935* | 0.053 | −0.001 | 0.070 |
COV -> ROA | −0.026 | 0.022 | −1.193 | 0.233 | −0.068 | 0.016 |
SEC -> ESG | 0.002 | 0.023 | 0.066 | 0.947 | −0.045 | 0.047 |
SEC -> FD | −0.108 | 0.020 | −5.416*** | 0.000 | −0.147 | −0.070 |
SEC -> ROA | 0.042 | 0.017 | 2.455** | 0.014 | 0.008 | 0.077 |
CL -> ESG -> FD | −0.003 | 0.002 | −1.784* | 0.074 | −0.007 | −0.001 |
CL -> ROA -> FD | −0.058 | 0.008 | −7.008*** | 0.000 | −0.075 | −0.043 |
ESG -> ROA -> FD | −0.008 | 0.005 | −1.675* | 0.094 | −0.018 | 0.001 |
Note: *, **, and *** denote significance at the 10%, 5%, and 1% levels, respectively. This table summarizes the path coefficients using the Smart PLS 3 software. The variables include financial distress (FD), environmental, social, and governance (ESG), cost leadership (CL), firm size (SIZE), firm leverage (LEV), firm age (AGE), return on assets (ROA), coronavirus crisis (COV), and sector classification (SEC).