Table A2 PSM-DML balance test.
From: Green finance policy and corporate carbon emissions: advancing corporate sustainability
Variable | Unmatched/Matched | Mean | %Bias | t-values | p-values | |
---|---|---|---|---|---|---|
Treated | Control | |||||
Growth | U | 0.159 | 0.147 | 3.90 | 2.04 | 0.042 |
M | 0.159 | 0.167 | −2.70 | −1.19 | 0.234 | |
Fixed | U | 0.234 | 0.253 | −12.2 | −6.28 | 0.000 |
M | 0.234 | 0.235 | −0.60 | −0.28 | 0.780 | |
Inv | U | 0.132 | 0.135 | −3.20 | −1.66 | 0.096 |
M | 0.132 | 0.131 | 0.20 | 0.08 | 0.936 | |
REC | U | 0.131 | 0.115 | 16.40 | 8.54 | 0.000 |
M | 0.129 | 0.129 | −0.70 | −0.29 | 0.770 | |
Cash | U | 0.054 | 0.051 | 6.00 | 3.13 | 0.002 |
M | 0.054 | 0.055 | −1.80 | −0.81 | 0.419 | |
ROA | U | 0.046 | 0.042 | 6.40 | 3.36 | 0.001 |
M | 0.046 | 0.047 | −1.70 | −0.74 | 0.462 | |
Size | U | 22.365 | 0.552 | −14.7 | −7.53 | 0.000 |
M | 22.372 | 0.361 | 0.70 | 0.35 | 0.727 | |
Lev | U | 0.418 | 0.429 | −5.70 | −2.97 | 0.003 |
M | 0.417 | 0.415 | 1.20 | 0.53 | 0.599 | |
ATO | U | 0.684 | 0.653 | 8.00 | 4.17 | 0.000 |
M | 0.675 | 0.671 | 1.10 | 0.50 | 0.620 | |
Growth*Growth | U | 0.112 | 0.118 | −1.40 | −0.73 | 0.463 |
M | 0.112 | 0.130 | −4.70 | −2.00 | 0.046 | |
Growth*Fixed | U | 0.034 | 0.035 | −0.40 | −0.22 | 0.826 |
M | 0.035 | 0.038 | −3.80 | −1.63 | 0.103 | |
Growth*Inv | U | 0.021 | 0.020 | 2.10 | 1.05 | 0.292 |
M | 0.021 | 0.022 | −2.90 | −1.29 | 0.197 | |
Growth*REC | U | 0.022 | 0.018 | 8.80 | 4.62 | 0.000 |
M | 0.022 | 0.023 | −1.60 | −0.66 | 0.508 | |
Growth*Cashflow | U | 0.009 | 0.008 | 4.20 | 2.20 | 0.028 |
M | 0.009 | 0.009 | −1.60 | −0.68 | 0.497 | |
Growth*ROA | U | 0.012 | 0.010 | 6.40 | 3.43 | 0.001 |
M | 0.012 | 0.012 | −2.20 | −0.89 | 0.372 | |
Growth*Size | U | 3.570 | 0.323 | 3.60 | 1.87 | 0.061 |
M | 3.578 | 0.761 | −2.70 | −1.16 | 0.246 | |
Growth*Lev | U | 0.068 | 0.064 | 2.30 | 1.17 | 0.242 |
M | 0.068 | 0.071 | −2.40 | −1.05 | 0.294 | |
Growth*ATO | U | 0.126 | 0.111 | 5.80 | 3.05 | 0.002 |
M | 0.124 | 0.128 | −1.40 | −0.60 | 0.548 | |
Growth*Growth | U | 0.034 | 0.035 | −0.40 | −0.22 | 0.826 |
M | 0.035 | 0.038 | −3.80 | −1.63 | 0.103 | |
Fixed*Fixed | U | 0.077 | 0.091 | −13.5 | −6.91 | 0.000 |
M | 0.077 | 0.078 | −1.30 | −0.63 | 0.532 | |
Fixed*Inv | U | 0.027 | 0.029 | −9.30 | −4.73 | 0.000 |
M | 0.027 | 0.026 | 1.90 | 0.92 | 0.356 | |
Fixed*REC | U | 0.026 | 0.023 | 16.10 | 8.57 | 0.000 |
M | 0.026 | 0.026 | 0.50 | 0.20 | 0.840 | |
Fixed*Cashflow | U | 0.015 | 0.016 | −3.80 | −1.94 | 0.052 |
M | 0.015 | 0.015 | −2.60 | −1.22 | 0.221 | |
Fixed*ROA | U | 0.010 | 0.010 | −0.90 | −0.47 | 0.638 |
M | 0.010 | 0.011 | −2.60 | −1.19 | 0.234 | |
Fixed*Size | U | 5.256 | 0.748 | −13.40 | −6.88 | 0.000 |
M | 5.268 | 0.290 | −0.60 | −0.28 | 0.782 | |
Fixed*Lev | U | 0.101 | 0.113 | −12.8 | −6.51 | 0.000 |
M | 0.101 | 0.101 | 0.60 | 0.28 | 0.783 | |
Fixed*ATO | U | 0.154 | 0.163 | −6.90 | −3.49 | 0.000 |
M | 0.154 | 0.153 | 0.20 | 0.09 | 0.929 | |
Inv*Growth | U | 0.021 | 0.020 | 2.10 | 1.05 | 0.292 |
M | 0.021 | 0.022 | −2.90 | −1.29 | 0.197 | |
Inv*Fixed | U | 0.027 | 0.029 | −9.30 | −4.73 | 0.000 |
M | 0.027 | 0.026 | 1.90 | 0.92 | 0.356 | |
Inv*Inv | U | 0.026 | 0.028 | −4.60 | −2.41 | 0.016 |
M | 0.026 | 0.026 | −0.20 | −0.07 | 0.942 | |
Inv*REC | U | 0.018 | 0.016 | 8.60 | 4.50 | 0.000 |
M | 0.018 | 0.018 | −0.40 | −0.17 | 0.862 | |
Inv*Cashflow | U | 0.006 | 0.005 | 6.30 | 3.26 | 0.001 |
M | 0.006 | 0.006 | −0.40 | −0.18 | 0.861 | |
Inv*ROA | U | 0.006 | 0.005 | 5.00 | 2.59 | 0.009 |
M | 0.006 | 0.006 | −0.80 | −0.34 | 0.736 | |
Inv*Size | U | 2.935 | 0.029 | −4.30 | −2.23 | 0.026 |
M | 2.932 | 0.926 | 0.30 | 0.12 | 0.906 | |
Inv*Lev | U | 0.058 | 0.061 | −5.60 | −2.88 | 0.004 |
M | 0.058 | 0.057 | 0.50 | 0.25 | 0.801 | |
Inv*ATO | U | 0.097 | 0.097 | 0.20 | 0.09 | 0.930 |
M | 0.095 | 0.094 | 1.50 | 0.72 | 0.474 | |
REC*Growth | U | 0.022 | 0.018 | 8.80 | 4.62 | 0.000 |
M | 0.022 | 0.023 | −1.60 | −0.66 | 0.508 | |
REC*Fixed | U | 0.026 | 0.023 | 16.1 | 8.57 | 0.000 |
M | 0.026 | 0.026 | 0.50 | 0.20 | 0.840 | |
REC*Inv | U | 0.018 | 0.016 | 8.60 | 4.50 | 0.000 |
M | 0.018 | 0.018 | −0.40 | −0.17 | 0.862 | |
REC*REC | U | 0.026 | 0.022 | 9.60 | 5.05 | 0.000 |
M | 0.025 | 0.025 | −1.80 | −0.80 | 0.425 | |
REC*Cashflow | U | 0.006 | 0.004 | 15.3 | 8.20 | 0.000 |
M | 0.006 | 0.006 | −1.60 | −0.70 | 0.486 | |
REC*ROA | U | 0.006 | 0.005 | 11.6 | 6.23 | 0.000 |
M | 0.006 | 0.006 | −2.00 | −0.85 | 0.397 | |
REC*Size | U | 2.906 | 0.573 | 15.90 | 8.31 | 0.000 |
M | 2.867 | 0.879 | −0.60 | −0.27 | 0.786 | |
REC*Lev | U | 0.057 | 0.050 | 12.5 | 6.56 | 0.000 |
M | 0.056 | 0.056 | 0.10 | 0.06 | 0.953 | |
REC*ATO | U | 0.096 | 0.077 | 20.2 | 11.07 | 0.000 |
M | 0.092 | 0.092 | −0.40 | −0.20 | 0.843 | |
Cashflow*Growth | U | 0.009 | 0.008 | 4.20 | 2.20 | 0.028 |
M | 0.009 | 0.009 | −1.60 | −0.68 | 0.497 | |
Cashflow*Fixed | U | 0.015 | 0.016 | −3.80 | −1.94 | 0.052 |
M | 0.015 | 0.015 | −2.60 | −1.22 | 0.221 | |
Cashflow*Inv | U | 0.006 | 0.005 | 6.30 | 3.26 | 0.001 |
M | 0.006 | 0.006 | −0.40 | −0.18 | 0.861 | |
Cashflow*REC | U | 0.006 | 0.004 | 15.30 | 8.20 | 0.000 |
M | 0.006 | 0.006 | −1.60 | −0.70 | 0.486 | |
Cashflow*Cashflow | U | 0.007 | 0.006 | 3.60 | 1.90 | 0.057 |
M | 0.007 | 0.007 | −2.00 | −0.85 | 0.393 | |
Cashflow*ROA | U | 0.004 | 0.003 | 5.20 | 2.74 | 0.006 |
M | 0.004 | 0.004 | −0.80 | −0.35 | 0.724 | |
Cashflow*Size | U | 1.223 | 0.156 | 4.90 | 2.55 | 0.011 |
M | 1.222 | 0.245 | −1.70 | −0.74 | 0.460 | |
Cashflow*Lev | U | 0.021 | 0.021 | 2.60 | 1.35 | 0.177 |
M | 0.021 | 0.021 | −0.60 | −0.28 | 0.777 | |
Cashflow*ATO | U | 0.041 | 0.036 | 7.10 | 3.78 | 0.000 |
M | 0.040 | 0.041 | −0.80 | −0.38 | 0.705 | |
ROA*Growth | U | 0.012 | 0.010 | 6.40 | 3.43 | 0.001 |
M | 0.012 | 0.012 | −2.20 | −0.89 | 0.372 | |
ROA*Fixed | U | 0.010 | 0.010 | −0.90 | −0.47 | 0.638 |
M | 0.010 | 0.011 | −2.60 | −1.19 | 0.234 | |
ROA*Inv | U | 0.006 | 0.005 | 5.00 | 2.59 | 0.009 |
M | 0.006 | 0.006 | −0.80 | −0.34 | 0.736 | |
ROA*REC | U | 0.006 | 0.005 | 11.6 | 6.23 | 0.000 |
M | 0.006 | 0.006 | −2.00 | −0.85 | 0.397 | |
ROA*Cashflow | U | 0.004 | 0.003 | 5.20 | 2.74 | 0.006 |
M | 0.004 | 0.004 | −0.80 | −0.35 | 0.724 | |
ROA*ROA | U | 0.005 | 0.004 | 6.50 | 3.40 | 0.001 |
M | 0.005 | 0.005 | −0.70 | −0.30 | 0.763 | |
ROA*Size | U | 1.025 | 0.956 | 5.90 | 3.10 | 0.002 |
M | 1.038 | 0.055 | −1.50 | −0.65 | 0.516 | |
ROA*Lev | U | 0.016 | 0.014 | 6.90 | 3.64 | 0.000 |
M | 0.016 | 0.016 | −1.20 | −0.53 | 0.599 | |
ROA*ATO | U | 0.036 | 0.032 | 8.80 | 4.64 | 0.000 |
M | 0.036 | 0.036 | 0.10 | 0.03 | 0.976 | |
Size*Growth | U | 3.570 | 0.323 | 3.60 | 1.87 | 0.061 |
M | 3.578 | 0.761 | −2.70 | −1.16 | 0.246 | |
Size*Fixed | U | 5.256 | 0.748 | −13.4 | −6.88 | 0.000 |
M | 5.268 | 0.290 | −0.60 | −0.28 | 0.782 | |
Size*Inv | U | 2.935 | 0.029 | −4.30 | −2.23 | 0.026 |
M | 2.932 | 0.926 | 0.30 | 0.12 | 0.906 | |
Size*REC | U | 2.906 | 0.573 | 15.90 | 8.31 | 0.000 |
M | 2.867 | 0.879 | −0.60 | −0.27 | 0.786 | |
Size*Cashflow | U | 1.223 | 0.156 | 4.90 | 2.55 | 0.011 |
M | 1.222 | 0.245 | −1.70 | −0.74 | 0.460 | |
Size*ROA | U | 1.025 | 0.956 | 5.90 | 3.10 | 0.002 |
M | 1.038 | 0.055 | −1.50 | −0.65 | 0.516 | |
Size*Size | U | 501.585 | 0.450 | −15.2 | −7.75 | 0.000 |
M | 501.835 | 0.410 | 0.70 | 0.34 | 0.731 | |
Size*Lev | U | 9.464 | 0.815 | −7.60 | −3.94 | 0.000 |
M | 9.449 | 0.401 | 1.00 | 0.47 | 0.638 | |
Size*ATO | U | 15.318 | 0.758 | 6.30 | 3.28 | 0.001 |
M | 15.124 | 0.014 | 1.20 | 0.58 | 0.560 | |
Lev*Growth | U | 0.068 | 0.064 | 2.30 | 1.17 | 0.242 |
M | 0.068 | 0.071 | −2.40 | −1.05 | 0.294 | |
Lev*Fixed | U | 0.101 | 0.113 | −12.80 | −6.51 | 0.000 |
M | 0.101 | 0.101 | 0.60 | 0.28 | 0.783 | |
Lev*Inv | U | 0.058 | 0.061 | −5.60 | −2.88 | 0.004 |
M | 0.058 | 0.057 | 0.50 | 0.25 | 0.801 | |
Lev*REC | U | 0.057 | 0.050 | 12.50 | 6.56 | 0.000 |
M | 0.056 | 0.056 | 0.10 | 0.06 | 0.953 | |
Lev*Cashflow | U | 0.021 | 0.021 | 2.60 | 1.35 | 0.177 |
M | 0.021 | 0.021 | −0.60 | −0.28 | 0.777 | |
Lev*ROA | U | 0.016 | 0.014 | 6.90 | 3.64 | 0.000 |
M | 0.016 | 0.016 | −1.20 | -0.53 | 0.599 | |
Lev*Size | U | 9.464 | 0.815 | −7.60 | −3.94 | 0.000 |
M | 9.449 | 0.401 | 1.00 | 0.47 | 0.638 | |
Lev*Lev | U | 0.209 | 0.222 | −7.90 | −4.09 | 0.000 |
M | 0.208 | 0.207 | 0.90 | 0.42 | 0.676 | |
Lev*ATO | U | 0.296 | 0.291 | 1.90 | 0.99 | 0.323 |
M | 0.290 | 0.286 | 1.80 | 0.87 | 0.382 | |
ATO*Growth | U | 0.126 | 0.111 | 5.80 | 3.05 | 0.002 |
M | 0.124 | 0.128 | −1.40 | −0.60 | 0.548 | |
ATO*Fixed | U | 0.154 | 0.163 | −6.90 | −3.49 | 0.000 |
M | 0.154 | 0.153 | 0.20 | 0.09 | 0.929 | |
ATO*Inv | U | 0.097 | 0.097 | 0.20 | 0.09 | 0.930 |
M | 0.095 | 0.094 | 1.50 | 0.72 | 0.474 | |
ATO*REC | U | 0.096 | 0.077 | 20.2 | 11.07 | 0.000 |
M | 0.092 | 0.092 | −0.40 | −0.20 | 0.843 | |
ATO*Cashflow | U | 0.041 | 0.036 | 7.10 | 3.78 | 0.000 |
M | 0.040 | 0.041 | −0.80 | −0.38 | 0.705 | |
ATO*ROA | U | 0.036 | 0.032 | 8.80 | 4.64 | 0.000 |
M | 0.036 | 0.036 | 0.10 | 0.03 | 0.976 | |
ATO*Size | U | 15.318 | 0.758 | 6.30 | 3.28 | 0.001 |
M | 15.124 | 0.014 | 1.20 | 0.58 | 0.560 | |
ATO*Lev | U | 0.296 | 0.291 | 1.90 | 0.99 | 0.323 |
M | 0.290 | 0.286 | 1.80 | 0.87 | 0.382 | |
ATO*ATO | U | 0.620 | 0.580 | 4.80 | 2.53 | 0.011 |
M | 0.595 | 0.580 | 1.80 | 0.88 | 0.376 | |
Growth*Growth*Growth | U | 0.100 | 0.115 | −2.40 | −1.21 | 0.226 |
M | 0.101 | 0.131 | −5.10 | −2.15 | 0.031 | |
Fixed*Fixed*Fixed | U | 0.032 | 0.040 | −13.10 | −6.71 | 0.000 |
M | 0.032 | 0.033 | −1.70 | −0.82 | 0.413 | |
Inv*Inv*Inv | U | 0.007 | 0.008 | −3.50 | −1.85 | 0.064 |
M | 0.007 | 0.007 | −0.20 | −0.09 | 0.926 | |
REC*REC*REC | U | 0.006 | 0.006 | 5.90 | 3.09 | 0.002 |
M | 0.006 | 0.006 | −2.40 | −1.09 | 0.275 | |
Cashflow*Cashflow*Cashflow | U | 0.001 | 0.001 | 3.40 | 1.80 | 0.073 |
M | 0.001 | 0.001 | −2.20 | −0.94 | 0.349 | |
ROA*ROA*ROA | U | 0.000 | 0.000 | 1.60 | 0.86 | 0.390 |
M | 0.000 | 0.000 | −0.10 | −0.04 | 0.968 | |
Size*Size*Size | U | 11281 | 11597 | −15.7 | −7.96 | 0.000 |
M | 11290 | 11276 | 0.70 | 0.34 | 0.733 | |
Lev*Lev*Lev | U | 0.116 | 0.128 | −9.40 | −4.81 | 0.000 |
M | 0.116 | 0.115 | 0.70 | 0.33 | 0.745 | |
ATO*ATO*ATO | U | 0.729 | 0.680 | 2.90 | 1.51 | 0.132 |
M | 0.672 | 0.634 | 2.20 | 1.10 | 0.269 |