Does ESG Performance Enhance Financial Flexibility? Evidence from China
Abstract
:1. Introduction
2. Literature Review and Hypotheses Development
2.1. ESG Performance and Financial Flexibility
2.2. The Mediating Effect of Financing Constraints
3. Research Design
3.1. Sample Selection and Data Source
3.2. Variable Settings
3.3. Methodological Remarks
4. Results
4.1. Descriptive Statistics
4.2. Regression Result Analysis
4.2.1. ESG Performance and Financial Flexibility
4.2.2. The Mediating Effect of Financing Constraints
4.3. Endogeneity Mitigation
4.3.1. The Independent Variables Lag by One Period
4.3.2. PSM Regression Analysis
4.3.3. Heckman Two-Stage Regression Analysis
4.4. Robustness Test
4.4.1. Change Measure of Key Variable
4.4.2. Change Regression Model
5. Further Analysis
5.1. The Moderating Effect of Environmental Uncertainty
5.2. The Moderating Effect of Market Attention
6. Discussion
7. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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Symbol | Variable | Variable Definition |
---|---|---|
FF_STO | Financial flexibility | Standard deviation of monthly stock returns |
FF_C&D | Financial flexibility | (cash holding ratio of firm−average cash holding ratio of industry) + MAX (0, average debt ratio of industry − debt ratio of firm) |
ESG | ESG performance | According to ESG rating “C–AAA” 9 grade ratings are assigned 1–9 and take the natural logarithm |
FC | Financing constraints | Indicated by the KZ index |
GROWTH | Firm growth | Sustainable growth rate |
ROE | Return on equity | Net profit/average net asset |
CAPEX | Capital spending | The ratio of capital expenditure to total assets |
BM | Book-to-market ratio | The ratio of a firm’s market value to its book value |
RISK | Firm risk | Operational risk × Financial risk |
IN | Internal control | Internal control index from the DIB database |
SIZE | Firm size | The annual asset size of the firm is taken as the natural logarithm |
SOE | Property rights | If the listed firm is a state-owned firm, the value is 1; otherwise, the value is 0 |
SHB | Balance of ownership | Shareholding ratio of the 2nd to 5th largest shareholder/Shareholding ratio of the 1st largest shareholder |
DUAL | Chairman and General Manager | If the chairman and the general manager are the same person, the value is 1; otherwise, the value is 0 |
OP | Audit opinion | If the audit opinion is the standard audit opinion, the value is 1; otherwise, the value is 0 |
IBM | Proportion of independent directors | The proportion of independent directors to the total number of board members |
AGE | The number of years the firm has been listed | The difference between the current year and the year of firm IPO |
YEAR | Year-fixed effect | Year dummies |
IND | Industry-fixed effect | Industrial dummies |
Variable | Observations | Average | S.D | Min | Med | Max |
---|---|---|---|---|---|---|
FF_STO | 11,831 | 0.127 | 0.062 | 0.042 | 0.113 | 0.362 |
FF_C&D | 11,831 | −0.048 | 0.988 | −1.155 | −0.346 | 4.939 |
ESG | 11,831 | 1.862 | 0.174 | 1.386 | 1.792 | 2.197 |
FC | 11,831 | 0.015 | 2.128 | −6.430 | 0.342 | 4.233 |
GROWTH | 11,831 | 0.068 | 0.061 | −0.027 | 0.055 | 0.339 |
ROE | 11,831 | 0.087 | 0.062 | 0.004 | 0.076 | 0.315 |
CAPEX | 11,831 | 0.047 | 0.043 | 0.001 | 0.034 | 0.211 |
BM | 11,831 | 0.608 | 0.254 | 0.118 | 0.597 | 1.177 |
RISK | 11,831 | 2.283 | 2.433 | 0.937 | 1.500 | 17.588 |
IN | 11,831 | 649.938 | 104.476 | 0 | 667.130 | 810.880 |
SIZE | 11,831 | 22.337 | 1.307 | 20.148 | 22.142 | 26.438 |
SOE | 11,831 | 0.312 | 0.463 | 0 | 0 | 1 |
SHB | 11,831 | 0.784 | 0.636 | 0.010 | 0.617 | 4 |
DUAL | 11,831 | 0.294 | 0.456 | 0 | 0 | 1 |
OP | 11,831 | 0.986 | 0.116 | 0 | 1 | 1 |
IBM | 11,831 | 0.378 | 0.054 | 0.333 | 0.364 | 0.571 |
AGE | 11,831 | 9.971 | 7.469 | 1 | 8 | 26 |
(1) | (2) | (3) | (4) | (5) | |
---|---|---|---|---|---|
FF_STO | FC | FF_STO | FF_C&D | FF_C&D | |
ESG | −0.023 *** | −0.817 *** | −0.021 *** | 0.337 *** | 0.106 ** |
(−7.97) | (−7.92) | (−7.29) | (5.99) | (2.19) | |
FC | 0.002 *** | −0.283 *** | |||
(9.47) | (−66.06) | ||||
GROWTH | 0.173 *** | 23.045 *** | 0.116 *** | −3.190 *** | 3.335 *** |
(12.04) | (45.17) | (7.52) | (−11.48) | (12.96) | |
ROE | −0.174 *** | −31.749 *** | −0.096 *** | 2.324 *** | −6.665 *** |
(−11.44) | (−58.76) | (−5.60) | (7.89) | (−23.31) | |
CAPEX | 0.022 ** | 1.070 *** | 0.020 * | −1.868 *** | −1.565 *** |
(2.05) | (2.77) | (1.82) | (−8.86) | (−8.68) | |
BM | −0.067 *** | −0.879 *** | −0.065 *** | −0.622 *** | −0.871 *** |
(−25.68) | (−9.50) | (−24.86) | (−12.35) | (−20.15) | |
RISK | 0.001 *** | 0.130 *** | 0.001 *** | −0.058 *** | −0.021 *** |
(5.31) | (17.99) | (3.71) | (−14.74) | (−6.23) | |
IN | −0.000 | −0.000 | −0.000 | −0.000 ** | −0.000 *** |
(−1.01) | (−0.37) | (−0.98) | (−2.49) | (−3.14) | |
SIZE | −0.000 | 0.272 *** | −0.001 | −0.154 *** | −0.077 *** |
(−0.29) | (14.58) | (−1.55) | (−15.16) | (−8.79) | |
SOE | −0.002 | 0.128 *** | −0.002 | 0.052 ** | 0.088 *** |
(−1.24) | (2.92) | (−1.50) | (2.19) | (4.34) | |
SHB | 0.002 ** | −0.007 | 0.002 ** | 0.024 * | 0.021 * |
(2.11) | (−0.28) | (2.14) | (1.70) | (1.82) | |
DUAL | 0.001 | −0.040 | 0.001 | 0.061 *** | 0.050 *** |
(1.19) | (−1.10) | (1.29) | (3.07) | (2.93) | |
OP | 0.005 | −0.527 *** | 0.006 | 0.186 ** | 0.037 |
(1.15) | (−3.72) | (1.47) | (2.41) | (0.56) | |
IBM | 0.010 | 0.104 | 0.009 | 0.307 * | 0.336 ** |
(1.18) | (0.36) | (1.15) | (1.94) | (2.49) | |
AGE | −0.000 *** | 0.007 ** | −0.000 *** | −0.003 ** | −0.001 |
(−5.05) | (2.46) | (−5.28) | (−2.27) | (−1.16) | |
_cons | 0.290 *** | −3.274 *** | 0.298 *** | 3.310 *** | 2.383 *** |
(24.21) | (−7.68) | (24.91) | (14.26) | (11.99) | |
YEAR/IND | control | control | control | control | control |
N | 11,831 | 11,831 | 11,831 | 11,831 | 11,831 |
adj. R2 | 0.409 | 0.375 | 0.413 | 0.139 | 0.372 |
(1) LAG | (2) LAG | (3) PSM | (4) PSM | (5) PSM | (6) PSM | (7) PSM | (8) Heckman | (9) 2SLS | |
---|---|---|---|---|---|---|---|---|---|
FF_STO | FF_C&D | FF_STO | FC | FF_STO | FF_C&D | FF_C&D | FF_STO | FF_C&D | |
L.ESG | −0.019 *** | 0.310 *** | |||||||
(−5.97) | (4.77) | ||||||||
ESG | −0.032 *** | −0.971 *** | −0.030 *** | 0.419 *** | 0.143 ** | −0.038 *** | 1.453 *** | ||
(−7.61) | (−6.53) | (−7.10) | (5.10) | (2.02) | (−3.82) | (4.95) | |||
FC | 0.002 *** | −0.284 *** | |||||||
(5.52) | (−42.98) | ||||||||
GROWTH | 0.158 *** | −3.190 *** | 0.193 *** | 23.657 *** | 0.142 *** | −3.138 *** | 3.586 *** | 0.210 *** | −2.974 *** |
(10.57) | (−10.21) | (8.96) | (30.87) | (6.07) | (−7.42) | (9.08) | (8.30) | (−9.99) | |
ROE | −0.146 *** | 2.192 *** | −0.176 *** | −32.696 *** | −0.105 *** | 2.364 *** | −6.930 *** | −0.286 *** | 2.361 *** |
(−9.18) | (6.58) | (−7.68) | (−40.02) | (−4.03) | (5.24) | (−15.64) | (−10.93) | (7.67) | |
CAPEX | 0.018 | −1.802 *** | 0.016 | 1.476 *** | 0.013 | −2.000 *** | −1.580 *** | −0.007 | −1.787 *** |
(1.47) | (−7.21) | (0.99) | (2.58) | (0.79) | (−6.34) | (−5.84) | (−0.40) | (−8.48) | |
BM | −0.065 *** | −0.696 *** | −0.065 *** | −0.875 *** | −0.063 *** | −0.567 *** | −0.816 *** | −0.095 *** | −0.248 *** |
(−24.59) | (−12.53) | (−16.18) | (−6.13) | (−15.70) | (−7.19) | (−12.02) | (−24.27) | (−5.19) | |
RISK | 0.002 *** | −0.064 *** | 0.001 *** | 0.143 *** | 0.001 ** | −0.062 *** | −0.022 *** | 0.003 *** | −0.053 *** |
(6.46) | (−12.05) | (3.40) | (12.40) | (2.41) | (−9.78) | (−3.90) | (6.84) | (−12.24) | |
IN | 0.000 | −0.000 ** | 0.000 | 0.001 * | −0.000 | −0.001 *** | −0.000 *** | 0.000 | −0.001 *** |
(0.89) | (−2.45) | (0.11) | (1.91) | (−0.03) | (−3.43) | (−2.85) | (0.66) | (−4.69) | |
SIZE | 0.001 | −0.142 *** | −0.001 | 0.264 *** | −0.001 | −0.177 *** | −0.102 *** | −0.001 | −0.203 *** |
(1.07) | (−12.39) | (−0.77) | (8.60) | (−1.42) | (−10.44) | (−6.97) | (−0.91) | (−12.84) | |
SOE | −0.001 | 0.035 | −0.002 | 0.212 *** | −0.003 | 0.041 | 0.101 *** | −0.007 *** | 0.009 |
(−0.50) | (1.30) | (−1.29) | (3.31) | (−1.54) | (1.16) | (3.34) | (−2.82) | (0.29) | |
SHB | 0.000 | 0.019 | 0.001 | −0.016 | 0.001 | 0.020 | 0.016 | 0.001 | 0.016 |
(0.47) | (1.16) | (1.20) | (−0.43) | (1.24) | (0.97) | (0.88) | (0.62) | (1.14) | |
DUAL | 0.001 | 0.046 ** | 0.003 ** | −0.035 | 0.003 ** | 0.064 ** | 0.054 ** | 0.003 | 0.052 *** |
(0.76) | (2.01) | (2.07) | (−0.64) | (2.12) | (2.12) | (2.09) | (1.57) | (2.58) | |
OP | −0.001 | 0.107 | 0.001 | −0.156 | 0.001 | 0.013 | −0.032 | −0.005 | 0.104 |
(−0.14) | (1.08) | (0.07) | (−0.55) | (0.11) | (0.08) | (−0.24) | (−0.46) | (1.26) | |
IBM | −0.006 | 0.340 * | −0.002 | 0.180 | −0.003 | 0.226 | 0.277 | 0.014 | 0.341 ** |
(−0.67) | (1.89) | (−0.20) | (0.40) | (−0.23) | (0.90) | (1.29) | (1.02) | (2.10) | |
AGE | −0.000 | −0.001 | −0.000 ** | 0.004 | −0.000 *** | −0.003 | −0.002 | −0.000 ** | −0.005 *** |
(−1.38) | (−0.59) | (−2.53) | (0.95) | (−2.61) | (−1.16) | (−0.79) | (−2.44) | (−3.26) | |
_cons | 0.206 *** | 3.344 *** | 0.322 *** | −3.378 *** | 0.330 *** | 4.076 *** | 3.116 *** | 0.302 *** | 2.283 *** |
(15.99) | (12.41) | (14.84) | (−4.36) | (15.19) | (9.54) | (8.49) | (8.02) | (7.89) | |
YEAR/IND | control | control | control | control | control | control | control | / | / |
/mills | |||||||||
lambda | −0.016 *** | ||||||||
(−3.46) | |||||||||
N | 8388 | 8388 | 5158 | 5158 | 5158 | 5158 | 5158 | 11,831 | 11,831 |
adj. R2 | 0.253 | 0.141 | 0.417 | 0.388 | 0.421 | 0.144 | 0.371 | / | 0.085 |
(1) OLS | (2) OLS | (3) OLS | (4) OLS | (5) Tobit | |
---|---|---|---|---|---|
FF_STO | FF_C&D | FF_STO | FF_C&D | FF_STO | |
ESG | −0.007 *** | 0.117 *** | −0.016 *** | 0.259 *** | −0.017 *** |
(−6.61) | (6.10) | (−6.61) | (3.94) | (−5.08) | |
GROWTH | 0.175 *** | −3.195 *** | 0.175 *** | −3.262 *** | 0.188 *** |
(12.15) | (−11.50) | (12.15) | (−11.74) | (10.94) | |
ROE | −0.175 *** | 2.316 *** | −0.175 *** | 2.376 *** | −0.254 *** |
(−11.50) | (7.87) | (−11.50) | (8.07) | (−13.98) | |
CAPEX | 0.022 ** | −1.870 *** | 0.022 ** | −1.854 *** | 0.001 |
(2.02) | (−8.87) | (2.02) | (−8.79) | (0.10) | |
BM | −0.067 *** | −0.621 *** | −0.067 *** | −0.640 *** | −0.126 *** |
(−25.61) | (−12.31) | (−25.61) | (−12.71) | (−42.78) | |
RISK | 0.001 *** | −0.059 *** | 0.001 *** | −0.059 *** | 0.002 *** |
(5.54) | (−14.87) | (5.54) | (−15.02) | (6.89) | |
IN | −0.000 * | −0.000 ** | −0.000 * | −0.000 ** | 0.000 |
(−1.73) | (−2.07) | (−1.73) | (−2.15) | (0.54) | |
SIZE | −0.000 | −0.154 *** | −0.000 | −0.141 *** | 0.006 *** |
(−0.65) | (−15.16) | (−0.65) | (−14.29) | (9.01) | |
SOE | −0.002 | 0.053 ** | −0.002 | 0.068 *** | 0.000 |
(−1.53) | (2.23) | (−1.53) | (2.88) | (0.31) | |
SHB | 0.002 ** | 0.023 * | 0.002 ** | 0.023 * | −0.001 |
(2.15) | (1.66) | (2.15) | (1.68) | (−1.03) | |
DUAL | 0.001 | 0.061 *** | 0.001 | 0.061 *** | −0.000 |
(1.16) | (3.10) | (1.16) | (3.06) | (−0.16) | |
OP | 0.003 | 0.201 *** | 0.003 | 0.191 ** | 0.004 |
(0.86) | (2.60) | (0.86) | (2.47) | (0.84) | |
IBM | 0.009 | 0.311 ** | 0.009 | 0.307 * | 0.007 |
(1.15) | (1.97) | (1.15) | (1.95) | (0.65) | |
AGE | −0.000 *** | −0.003 ** | −0.000 *** | −0.003 ** | −0.001 *** |
(−5.09) | (−2.24) | (−5.09) | (−2.15) | (−6.62) | |
_cons | 0.258 *** | 3.834 *** | 0.269 *** | 3.364 *** | 0.116 *** |
(21.29) | (16.34) | (22.67) | (14.42) | (8.77) | |
YEAR/IND | control | control | control | control | control |
sigma_u | 0.013 *** | ||||
(12.01) | |||||
sigma_e | 0.053 *** | ||||
(130.87) | |||||
N | 11,831 | 11,831 | 11,831 | 11,831 | 11,831 |
adj. R2 | 0.408 | 0.139 | 0.408 | 0.138 | / |
Full Sample | Manufacturing | |||||||
---|---|---|---|---|---|---|---|---|
(1) FF_STO | (2) FF_C&D | (3) FF_STO | (4) FF_C&D | (5) FF_STO | (6) FF_C&D | (7) FF_STO | (8) FF_C&D | |
ESG | −0.023 *** | 0.338 *** | −0.023 *** | 0.338 *** | −0.022 *** | 0.358 *** | −0.023 *** | 0.369 *** |
(−7.94) | (6.01) | (−8.00) | (6.01) | (−6.30) | (5.29) | (−6.57) | (5.36) | |
MACEU | −0.004 *** | −0.001 | −0.004 *** | −0.003 | ||||
(−42.61) | (−0.57) | (−32.37) | (−1.28) | |||||
ESG × MACEU | 0.001 *** | 0.013 * | 0.002 *** | 0.015 * | ||||
(3.33) | (1.86) | (3.58) | (1.65) | |||||
INDEU | 0.000 | 0.000 | −0.024 *** | −0.019 | ||||
(0.17) | (0.14) | (−32.51) | (−1.29) | |||||
ESG × INDEU | 0.001 ** | −0.010 | 0.001 * | −0.009 | ||||
(2.42) | (−1.61) | (1.90) | (−0.99) | |||||
GROWTH | 0.173 *** | −3.188 *** | 0.172 *** | −3.177 *** | 0.174 *** | −2.962 *** | 0.174 *** | −2.952 *** |
(12.05) | (−11.47) | (11.97) | (−11.42) | (10.74) | (−9.37) | (10.70) | (−9.33) | |
ROE | −0.174 *** | 2.329 *** | −0.173 *** | 2.312 *** | −0.180 *** | 2.425 *** | −0.180 *** | 2.410 *** |
(−11.42) | (7.91) | (−11.39) | (7.85) | (−10.64) | (7.35) | (−10.63) | (7.30) | |
CAPEX | 0.022 ** | −1.872 *** | 0.023 ** | −1.873 *** | 0.020 | −2.078 *** | 0.021 * | −2.078 *** |
(2.02) | (−8.88) | (2.08) | (−8.88) | (1.59) | (−8.33) | (1.67) | (−8.33) | |
BM | −0.067 *** | −0.622 *** | −0.067 *** | −0.625 *** | −0.068 *** | −0.701 *** | −0.068 *** | −0.705 *** |
(−25.68) | (−12.34) | (−25.59) | (−12.40) | (−22.52) | (−11.88) | (−22.46) | (−11.93) | |
RISK | 0.001 *** | −0.058 *** | 0.001 *** | −0.058 *** | 0.001 *** | −0.055 *** | 0.001 *** | −0.055 *** |
(5.33) | (−14.73) | (5.33) | (−14.75) | (4.69) | (−11.94) | (4.68) | (−11.97) | |
IN | −0.000 | −0.000 ** | −0.000 | −0.000 ** | −0.000 | −0.000 | −0.000 | −0.000 |
(−1.05) | (−2.51) | (−1.02) | (−2.49) | (−1.29) | (−1.52) | (−1.22) | (−1.46) | |
SIZE | −0.000 | −0.154 *** | −0.000 | −0.154 *** | 0.001 * | −0.172 *** | 0.001 * | −0.171 *** |
(−0.33) | (−15.18) | (−0.25) | (−15.18) | (1.83) | (−13.74) | (1.84) | (−13.69) | |
SOE | −0.001 | 0.053 ** | −0.001 | 0.052 ** | 0.000 | 0.063 ** | 0.000 | 0.062 ** |
(−1.20) | (2.21) | (−1.22) | (2.18) | (0.32) | (2.17) | (0.24) | (2.14) | |
SHB | 0.002 ** | 0.024 * | 0.002 ** | 0.023 * | 0.001 * | 0.037 ** | 0.001 * | 0.037 ** |
(2.12) | (1.71) | (2.13) | (1.68) | (1.66) | (2.24) | (1.72) | (2.22) | |
DUAL | 0.001 | 0.061 *** | 0.001 | 0.061 *** | 0.001 | 0.053 ** | 0.001 | 0.053 ** |
(1.20) | (3.08) | (1.19) | (3.08) | (0.71) | (2.30) | (0.66) | (2.28) | |
OP | 0.004 | 0.185 ** | 0.004 | 0.187 ** | 0.009 * | 0.208 ** | 0.009 * | 0.208 ** |
(1.12) | (2.39) | (1.12) | (2.42) | (1.86) | (2.23) | (1.93) | (2.23) | |
IBM | 0.010 | 0.308 * | 0.010 | 0.304 * | 0.008 | 0.013 | 0.008 | 0.015 |
(1.20) | (1.95) | (1.20) | (1.92) | (0.86) | (0.07) | (0.86) | (0.08) | |
AGE | −0.000 *** | −0.003 ** | −0.000 *** | −0.003 ** | −0.001 *** | −0.004 ** | −0.001 *** | −0.004 ** |
(−5.06) | (−2.28) | (−5.08) | (−2.25) | (−6.98) | (−2.14) | (−6.92) | (−2.13) | |
_cons | 0.217 *** | 3.938 *** | 0.247 *** | 3.951 *** | 0.181 *** | 4.140 *** | 0.095 *** | 4.059 *** |
(17.68) | (16.59) | (19.78) | (16.34) | (13.08) | (15.34) | (6.85) | (15.05) | |
YEAR/IND | control | control | control | control | control | control | control | control |
N | 11,831 | 11,831 | 11,831 | 11,831 | 8408 | 8408 | 8408 | 8408 |
adj. R2 | 0.409 | 0.139 | 0.409 | 0.139 | 0.383 | 0.159 | 0.382 | 0.159 |
Full Sample | Manufacturing | |||||||
---|---|---|---|---|---|---|---|---|
(1) FF_STO | (2) FF_C&D | (3) FF_STO | (4) FF_C&D | (5) FF_STO | (6) FF_C&D | (7) FF_STO | (8) FF_C&D | |
ESG | −0.024 *** | 0.344 *** | −0.023 *** | 0.338 *** | −0.023 *** | 0.364 *** | −0.023 *** | 0.357 *** |
(−8.15) | (6.08) | (−8.03) | (6.01) | (−6.44) | (5.33) | (−6.48) | (5.26) | |
ANATT | −0.001 | −0.009 | −0.001 | −0.011 | ||||
(−1.10) | (−0.89) | (−1.46) | (−0.89) | |||||
ESG × ANATT | −0.007 *** | 0.032 | −0.006 ** | 0.023 | ||||
(−3.48) | (0.77) | (−2.17) | (0.44) | |||||
INVH | −0.009 *** | 0.053 | −0.010 *** | 0.020 | ||||
(−4.18) | (1.23) | (−4.03) | (0.41) | |||||
ESG × INVH | −0.033 *** | 0.160 | −0.032 ** | 0.015 | ||||
(−3.03) | (0.76) | (−2.34) | (0.05) | |||||
GROWTH | 0.171 *** | −3.196 *** | 0.166 *** | −3.151 *** | 0.173 *** | −2.969 *** | 0.167 *** | −2.947 *** |
(11.92) | (−11.48) | (11.50) | (−11.28) | (10.64) | (−9.38) | (10.26) | (−9.27) | |
ROE | −0.171 *** | 2.366 *** | −0.168 *** | 2.287 *** | −0.177 *** | 2.468 *** | −0.174 *** | 2.405 *** |
(−11.06) | (7.92) | (−10.98) | (7.73) | (−10.28) | (7.37) | (−10.25) | (7.25) | |
CAPEX | 0.023 ** | −1.845 *** | 0.023 ** | −1.872 *** | 0.022 * | −2.044 *** | 0.022 * | −2.076 *** |
(2.06) | (−8.71) | (2.11) | (−8.87) | (1.73) | (−8.14) | (1.72) | (−8.31) | |
BM | −0.069 *** | −0.636 *** | −0.069 *** | −0.610 *** | −0.071 *** | −0.721 *** | −0.071 *** | −0.698 *** |
(−24.59) | (−11.70) | (−26.12) | (−11.91) | (−21.49) | (−11.26) | (−22.98) | (−11.64) | |
RISK | 0.001 *** | −0.059 *** | 0.001 *** | −0.058 *** | 0.001 *** | −0.055 *** | 0.001 *** | −0.055 *** |
(5.27) | (−14.78) | (5.12) | (−14.68) | (4.51) | (−11.99) | (4.49) | (−11.94) | |
IN | −0.000 | −0.000 ** | −0.000 | −0.000 ** | −0.000 | −0.000 | −0.000 | −0.000 |
(−1.02) | (−2.46) | (−0.91) | (−2.52) | (−1.18) | (−1.46) | (−1.07) | (−1.48) | |
SIZE | 0.001 | −0.149 *** | 0.001 | −0.160 *** | 0.002 ** | −0.164 *** | 0.002 *** | −0.173 *** |
(0.88) | (−11.97) | (1.58) | (−14.54) | (2.57) | (−10.55) | (3.33) | (−12.91) | |
SOE | −0.002 | 0.050 ** | 0.000 | 0.043 * | 0.000 | 0.061 ** | 0.002 | 0.060 ** |
(−1.36) | (2.10) | (0.18) | (1.71) | (0.13) | (2.09) | (1.31) | (1.97) | |
SHB | 0.002 ** | 0.024 * | 0.001 | 0.026 * | 0.001 * | 0.037 ** | 0.001 | 0.038 ** |
(2.23) | (1.70) | (1.41) | (1.88) | (1.74) | (2.26) | (1.03) | (2.28) | |
DUAL | 0.001 | 0.061 *** | 0.001 | 0.062 *** | 0.001 | 0.053 ** | 0.001 | 0.053 ** |
(1.26) | (3.07) | (1.00) | (3.13) | (0.73) | (2.29) | (0.49) | (2.29) | |
OP | 0.004 | 0.193 ** | 0.004 | 0.191 ** | 0.008 * | 0.216 ** | 0.008 * | 0.210 ** |
(0.91) | (2.49) | (0.90) | (2.47) | (1.76) | (2.31) | (1.71) | (2.25) | |
IBM | 0.010 | 0.302 * | 0.010 | 0.308 * | 0.008 | 0.010 | 0.008 | 0.017 |
(1.23) | (1.91) | (1.17) | (1.95) | (0.87) | (0.05) | (0.85) | (0.09) | |
AGE | −0.000 *** | −0.004 ** | −0.000 *** | −0.003 ** | −0.001 *** | −0.004 ** | −0.001 *** | −0.004 ** |
(−5.18) | (−2.36) | (−5.37) | (−2.17) | (−7.03) | (−2.25) | (−7.07) | (−2.11) | |
_cons | 0.233 *** | 3.827 *** | 0.226 *** | 4.057 *** | 0.191 *** | 3.993 *** | 0.186 *** | 4.188 *** |
(15.92) | (13.48) | (17.18) | (15.95) | (11.12) | (11.94) | (12.49) | (14.45) | |
YEAR/IND | control | control | control | control | control | control | control | control |
N | 11,831 | 11,831 | 11,831 | 11,831 | 8408 | 8408 | 8408 | 8408 |
adj. R2 | 0.409 | 0.139 | 0.410 | 0.139 | 0.382 | 0.159 | 0.383 | 0.159 |
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Zhang, D.; Liu, L. Does ESG Performance Enhance Financial Flexibility? Evidence from China. Sustainability 2022, 14, 11324. https://doi.org/10.3390/su141811324
Zhang D, Liu L. Does ESG Performance Enhance Financial Flexibility? Evidence from China. Sustainability. 2022; 14(18):11324. https://doi.org/10.3390/su141811324
Chicago/Turabian StyleZhang, Dingzu, and Luqi Liu. 2022. "Does ESG Performance Enhance Financial Flexibility? Evidence from China" Sustainability 14, no. 18: 11324. https://doi.org/10.3390/su141811324
APA StyleZhang, D., & Liu, L. (2022). Does ESG Performance Enhance Financial Flexibility? Evidence from China. Sustainability, 14(18), 11324. https://doi.org/10.3390/su141811324