Can Corporate Sustainability Drive Economic Value Added? Evidence from Larger European Firms
Abstract
:1. Introduction
2. Literature Review and Hypotheses
3. Sample and Methodology
4. Econometric Results
4.1. Results and Discussion
4.2. Robustness
5. Conclusions
Author Contributions
Funding
Data Availability Statement
Conflicts of Interest
References
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Variable | Definition |
---|---|
Dependent Variables | |
ROA | Return on assets, as net income scaled by total assets |
Net Profit Margin | Net profit margin, as net profit divided by total revenues |
Asset Turnover | Asset turnover, as total revenues over total assets |
EVA Margin | Economic Value Added (EVA), as (ROIC − WACC) × Invested Capital. The variable is further divided by total revenues to increase comparability |
Sustainability Variables | |
ESG Score | ESG combined score from Refinitiv Eikon |
Environmental | Environmental pillar score from Refinitiv Eikon |
Social | Social pillar score from Refinitiv Eikon |
Governance | Governance pillar from Refinitiv Eikon |
Control Variables | |
Size | Size as the log of a firm’s total assets |
Leverage | Leverage as total debt divided by total assets |
R&D | Research and development (R&D) margin as R&D over total revenues |
CAPEX | CAPEX investment, as total CAPEX over total revenues. The ratio is multiplied by −1 to increase readability |
Growth | Revenue growth from period t − 1 to period t |
Variables | Observations | Mean | Standard Deviation | Minimum | Median | Maximum |
---|---|---|---|---|---|---|
ROA | 2761 | 0.068 | 0.120 | −0.275 | 0.055 | 2.518 |
Net Profit Margin | 2761 | 0.145 | 0.363 | −6.393 | 0.087 | 4.154 |
Asset Turnover | 2761 | 0.733 | 0.486 | 0.019 | 0.658 | 4.203 |
EVA Margin | 1845 | 0.014 | 0.257 | −6.917 | 0.031 | 0.581 |
ESG Score | 2761 | 0.635 | 0.184 | 0.020 | 0.667 | 0.947 |
Environmental | 2761 | 0.626 | 0.244 | 0.000 | 0.675 | 0.989 |
Social | 2761 | 0.671 | 0.215 | 0.012 | 0.719 | 0.982 |
Governance | 2761 | 0.579 | 0.220 | 0.038 | 0.605 | 0.979 |
Leverage | 2761 | 0.257 | 0.145 | 0.000 | 0.246 | 0.811 |
Size | 2761 | 23.01 | 1.433 | 17.65 | 22.93 | 26.93 |
CAPEX | 2761 | −0.092 | 0.174 | −3.592 | −0.054 | 0.000 |
R&D | 2761 | 0.030 | 0.172 | −0.037 | 0.000 | 6.105 |
Growth | 2761 | 0.076 | 0.491 | −0.872 | 0.045 | 22.16 |
Variables | (1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | (9) | (10) | (11) | (12) | (13) | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
ROA | (1) | 1.000 | ||||||||||||
Net Profit Margin | (2) | 0.198 * | 1.000 | |||||||||||
Asset Turnover | (3) | 0.376 * | −0.219 * | 1.000 | ||||||||||
EVA Margin | (4) | 0.266 * | 0.203 * | 0.185 * | 1.000 | |||||||||
ESG Score | (5) | −0.090 * | −0.038 * | −0.044 * | 0.062 * | 1.000 | ||||||||
Environmental | (6) | −0.120 * | 0.014 | −0.071 * | 0.088 * | 0.845 * | 1.000 | |||||||
Social | (7) | −0.123 * | −0.049 * | −0.058 * | 0.038 | 0.883 * | 0.701 * | 1.000 | ||||||
Governance | (8) | −0.006 | −0.050 * | 0.016 | 0.022 | 0.663 * | 0.331 * | 0.365 * | 1.000 | |||||
Leverage | (9) | −0.190 * | 0.110 * | −0.352 * | 0.004 | 0.095 * | 0.094 * | 0.078 * | 0.058 * | 1.000 | ||||
Size | (10) | −0.311 * | −0.030 | −0.264 * | 0.025 | 0.531 * | 0.554 * | 0.464 * | 0.275 * | 0.243 * | 1.000 | |||
CAPEX | (11) | 0.069 * | −0.098 * | 0.280 * | 0.069 * | 0.010 | −0.017 | 0.007 | 0.037 | −0.254 * | −0.043 * | 1.000 | ||
R&D | (12) | −0.076 * | −0.401 * | −0.099 * | −0.786 * | −0.021 | −0.106 * | 0.001 | 0.042 * | −0.111 * | −0.104 * | −0.010 | 1.000 | |
Growth | (13) | 0.014 | 0.031 | −0.005 | −0.033 | −0.101 * | −0.107 * | −0.082 * | −0.058 * | −0.030 | −0.078 * | 0.001 | 0.027 | 1.000 |
Variables | ROA | EVA Margin | ROA | EVA Margin | ROA | EVA Margin | ROA | EVA Margin |
---|---|---|---|---|---|---|---|---|
(1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | |
ESG Score | 0.0744 *** | 0.0826 *** | ||||||
(0.0168) | (0.0243) | |||||||
Environmental | 0.0372 *** | 0.0298 * | ||||||
(0.0080) | (0.0180) | |||||||
Social | 0.0156 ** | 0.0385 ** | ||||||
(0.0072) | (0.0186) | |||||||
Governance | 0.0538 *** | 0.0673 *** | ||||||
(0.0173) | (0.0167) | |||||||
Leverage | −0.1067 *** | −0.0324 | −0.1054 *** | −0.0302 | −0.1077 *** | −0.0315 | −0.1107 *** | −0.0394 |
(0.0164) | (0.0296) | (0.0163) | (0.0296) | (0.0167) | (0.0298) | (0.0171) | (0.0299) | |
Size | −0.0285 *** | −0.0138 *** | −0.0269 *** | −0.0111 *** | −0.0246 *** | −0.0111 *** | −0.0258 *** | −0.0112 *** |
(0.0055) | (0.0028) | (0.0050) | (0.0028) | (0.0043) | (0.0025) | (0.0051) | (0.0025) | |
CAPEX | 0.0220 *** | 0.0498 ** | 0.0237 *** | 0.0523 ** | 0.0236 *** | 0.0514 ** | 0.0207 *** | 0.0453 * |
(0.0073) | (0.0244) | (0.0075) | (0.0242) | (0.0075) | (0.0244) | (0.0070) | (0.0242) | |
R&D | −0.0983 *** | −1.0662 *** | −0.0952 *** | −1.0641 *** | −0.0975 *** | −1.0665 *** | −0.1013 *** | −1.0703 *** |
(0.0202) | (0.0613) | (0.0187) | (0.0626) | (0.0195) | (0.0620) | (0.0217) | (0.0602) | |
Growth | −0.0015 | 0.0206 | −0.0020 | 0.0181 | −0.0028 * | 0.0175 | −0.0023 | 0.0157 |
(0.0015) | (0.0212) | (0.0014) | (0.0211) | (0.0016) | (0.0211) | (0.0016) | (0.0211) | |
Interception | 0.7086 *** | 0.3241 *** | 0.6915 *** | 0.2939 *** | 0.6527 *** | 0.2886 *** | 0.6606 *** | 0.2792 *** |
(0.1189) | (0.0605) | (0.1139) | (0.0629) | (0.1018) | (0.0585) | (0.1115) | (0.0588) | |
Year | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
Industry | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
Observations | 2761 | 1845 | 2761 | 1845 | 2761 | 1845 | 2761 | 1845 |
R-squared | 0.1526 | 0.7048 | 0.1477 | 0.7032 | 0.1445 | 0.7034 | 0.1523 | 0.7054 |
Wald Test | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
Variables | Net Profit Margin | Asset Turnover | Net Profit Margin | Asset Turnover | Net Profit Margin | Asset Turnover | Net Profit Margin | Asset Turnover |
---|---|---|---|---|---|---|---|---|
(9) | (10) | (11) | (12) | (13) | (14) | (15) | (16) | |
ESG Score | 0.0929 ** | 0.3231*** | ||||||
(0.0378) | (0.0530) | |||||||
Environmental | 0.0689 ** (0.0294) | 0.1474 *** (0.0422) | ||||||
Social | 0.0343 | 0.1747 *** | ||||||
(0.0273) | (0.0412) | |||||||
Governance | 0.0627 *** (0.0211) | 0.2042 *** (0.0402) | ||||||
Leverage | −0.1792 *** | −0.6847 *** | −0.1759 *** | −0.6804 *** | −0.1799 *** | −0.6849 *** | −0.1840 *** | −0.7009 *** |
(0.0388) | (0.0619) | (0.0388) | (0.0620) | (0.0389) | (0.0622) | (0.0391) | (0.0625) | |
Size | −0.0135 *** | −0.1033 *** | −0.0135 *** | −0.0948 *** | −0.0097 *** | −0.0939 *** | −0.0099 *** | −0.0902 *** |
(0.0036) | (0.0089) | (0.0037) | (0.0089) | (0.0031) | (0.0077) | (0.0028) | (0.0081) | |
CAPEX | −0.0515 | 0.4272 *** | −0.0493 | 0.4346 *** | −0.0497 | 0.4330 *** | −0.0529 | 0.4230 *** |
(0.0573) | (0.0901) | (0.0569) | (0.0904) | (0.0574) | (0.0892) | (0.0575) | (0.0892) | |
R&D | −0.8994 *** | −0.3026 *** | −0.8942 *** | −0.2897 *** | −0.8986 *** | −0.3009 *** | −0.9027 *** | −0.3132 *** |
(0.0949) | (0.1129) | (0.0970) | (0.1071) | (0.0954) | (0.1109) | (0.0939) | (0.1171) | |
Growth | 0.0144 | −0.0135 | 0.0144 | −0.0161 | 0.0131 | −0.0168 | 0.0133 | −0.0175 |
(0.0137) | (0.0104) | (0.0140) | (0.0109) | (0.0131) | (0.0115) | (0.0128) | (0.0134) | |
Interception | 0.3451 *** | 3.2514 *** | 0.3571 *** | 3.1562 *** | 0.2910 *** | 3.1216 *** | 0.2832 *** | 3.0299 *** |
(0.0704) | (0.1915) | (0.0743) | (0.1936) | (0.0671) | (0.1761) | (0.0650) | (0.1808) | |
Year | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
Industry | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
Observations | 2761 | 2761 | 2761 | 2761 | 2761 | 2761 | 2761 | 2761 |
R-squared | 0.5519 | 0.3363 | 0.5519 | 0.3299 | 0.5508 | 0.3306 | 0.5517 | 0.3337 |
Wald Test | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
Variables | ROA | EVA Margin | ROA | EVA Margin | ROA | EVA Margin | ROA | EVA Margin |
---|---|---|---|---|---|---|---|---|
(17) | (18) | (19) | (20) | (21) | (22) | (23) | (24) | |
ESG Score | 0.0476 *** | 0.0859 *** | ||||||
(0.0096) | (0.0291) | |||||||
Environmental | 0.0299 *** | 0.0882 *** | ||||||
(0.0085) | (0.0227) | |||||||
Social | 0.0364 *** | 0.0218 | ||||||
(0.0070) | (0.0220) | |||||||
Governance | 0.0067 | 0.0277 | ||||||
(0.0062) | (0.0175) | |||||||
Leverage | −0.0729 *** | −0.1248 *** | −0.0731 *** | −0.1208 *** | −0.0718 *** | −0.1270 *** | −0.0754 *** | −0.1284 *** |
(0.0111) | (0.0294) | (0.0111) | (0.0294) | (0.0111) | (0.0295) | (0.0116) | (0.0294) | |
Size | −0.0226 *** | −0.0266 *** | −0.0203 *** | −0.0286 *** | −0.0221 *** | −0.0223 *** | −0.0154 *** | −0.0217 *** |
(0.0024) | (0.0049) | (0.0023) | (0.0049) | (0.0023) | (0.0048) | (0.0027) | (0.0045) | |
CAPEX | 0.0033 | 0.0353 * | 0.0035 | 0.0368 ** | 0.0045 | 0.0365 ** | 0.0024 | 0.0352 * |
(0.0070) | (0.0183) | (0.0070) | (0.0182) | (0.0070) | (0.0183) | (0.0073) | (0.0183) | |
R&D | −0.0947 *** | −1.1665 *** | −0.0932 *** | −1.1640 *** | −0.0939 *** | −1.1671 *** | −0.1147 *** | −1.1677 *** |
(0.0105) | (0.0187) | (0.0105) | (0.0188) | (0.0105) | (0.0188) | (0.0141) | (0.0187) | |
Revenue | 0.0026 * | 0.0266 *** | 0.0025 * | 0.0280 *** | 0.0024 * | 0.0251 *** | 0.0022 | 0.0249 *** |
(0.0014) | (0.0089) | (0.0014) | (0.0089) | (0.0014) | (0.0089) | (0.0014) | (0.0089) | |
Interception | 0.5763 *** | 0.6345 *** | 0.5339 *** | 0.6787 *** | 0.5689 *** | 0.5746 *** | 0.4414 *** | 0.5585 *** |
(0.0519) | (0.1054) | (0.0506) | (0.1066) | (0.0510) | (0.1046) | (0.0600) | (0.1015) | |
Fixed Effects | No | No | No | No | No | No | Yes | No |
Random Effects | Yes | Yes | Yes | Yes | Yes | Yes | No | Yes |
Year | No | No | No | Yes | No | Yes | No | Yes |
Industry | No | No | No | Yes | No | Yes | No | Yes |
Observations | 2761 | 1845 | 2761 | 1845 | 2761 | 1845 | 2761 | 1845 |
Wald Test | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
Number ID | 399 | 390 | 399 | 390 | 399 | 390 | 399 | 390 |
Variables | Net Profit Margin | Asset Turnover |
---|---|---|
(25) | (26) | |
ESG Score | 0.1722 *** (0.0584) | 0.0823 ** (0.0351) |
Leverage | −0.3874 *** | −0.2676 *** |
(0.0667) | (0.0401) | |
Size | 0.0370 ** | −0.2589 *** |
(0.0170) | (0.0103) | |
CAPEX | −0.0608 | 0.0762 *** |
(0.0419) | (0.0252) | |
R&D | −1.0300 *** | −0.1801 *** |
(0.0806) | (0.0485) | |
Revenue | 0.0000 | 0.0079 |
(0.0081) | (0.0049) | |
Interception | −0.6899 * | 6.7193 *** |
(0.3706) | (0.2229) | |
Fixed Effects | Yes | Yes |
Random Effects | No | No |
Observations | 2761 | 2761 |
R-squared | 0.5519 | 0.3363 |
Wald Test | 0.000 | 0.000 |
Number ID | 399 | 399 |
Variables | ROA | ROA | ROA | ROA |
---|---|---|---|---|
(27) | (28) | (29) | (30) | |
ROA Lagged | 0.7012 *** (0.0641) | 0.6835 *** (0.0640) | 0.8877 *** (0.0386) | 0.6948 *** (0.0606) |
ESG Score | 0.0180 *** | |||
(0.0056) | ||||
Environmental Score | 0.0115 *** (0.0042) | |||
Social Score | 0.0064 ** (0.0029) | |||
Governance Score | 0.0041 (0.0034) | |||
Leverage | −0.0318 *** | −0.0329 *** | −0.0149 *** | −0.0315 *** |
(0.0083) | (0.0083) | (0.0047) | (0.0084) | |
Size | −0.0057 *** | −0.0058 *** | −0.0024 *** | −0.0049 *** |
(0.0011) | (0.0011) | (0.0005) | (0.0010) | |
CAPEX | 0.0073 | 0.0093 ** | 0.0054 | 0.0107 ** |
(0.0051) | (0.0044) | (0.0048) | (0.0048) | |
R&D | −0.0223 | −0.0257 * | −0.0156 * | −0.0213 |
(0.0174) | (0.0153) | (0.0094) | (0.0151) | |
Growth | 0.0148 | 0.0130 | 0.0117 | 0.0124 |
(0.0112) | (0.0103) | (0.0097) | (0.0085) | |
Interception | 0.1431 *** | 0.1537 *** | 0.0567 *** | 0.1372 *** |
(0.0294) | (0.0289) | (0.0138) | (0.0274) | |
Year | Yes | Yes | Yes | Yes |
Hansen Test | 0.182 | 0.268 | 0.194 | 0.215 |
Arellano–Bond AR(1) | 0.012 | 0.015 | 0.006 | 0.013 |
Arellano–Bond AR(2) | 0.105 | 0.109 | 0.097 | 0.109 |
Observations | 2357 | 2357 | 2357 | 2357 |
Number ID | 385 | 385 | 385 | 385 |
Wald Test | 0.000 | 0.000 | 0.000 | 0.000 |
Variables | Return on Assets (1) | Net Profit Margin (2) | Asset Turnover (3) | Return on Assets (4) | Return on Assets (5) | Return on Assets (6) |
---|---|---|---|---|---|---|
Year 2015 | 0.0023 | 0.0623 *** | −0.0582 * | 0.0039 | 0.0034 | 0.0038 |
(0.0087) | (0.0233) | (0.0342) | (0.0088) | (0.0089) | (0.0088) | |
ESG Score | 0.0744 *** | 0.0929 ** | 0.3231 *** | |||
(0.0168) | (0.0378) | (0.0530) | ||||
Environmental | 0.0372 *** (0.0080) | |||||
Social | 0.0156 ** | |||||
(0.0072) | ||||||
Governance | 0.0538 *** | |||||
(0.0173) | ||||||
Leverage | −0.1067 *** | −0.1792 *** | −0.6847 *** | −0.1054 *** | −0.1077 *** | −0.1107 *** |
(0.0164) | (0.0388) | (0.0619) | (0.0163) | (0.0167) | (0.0171) | |
Size | −0.0285 *** | −0.0135 *** | −0.1033 *** | −0.0269 *** | −0.0246 *** | −0.0258 *** |
(0.0055) | (0.0036) | (0.0089) | (0.0050) | (0.0043) | (0.0051) | |
CAPEX | 0.0220 *** | −0.0515 | 0.4272 *** | 0.0237 *** | 0.0236 *** | 0.0207 *** |
(0.0073) | (0.0573) | (0.0901) | (0.0075) | (0.0075) | (0.0070) | |
R&D | −0.0983 *** | −0.8994 *** | −0.3026 *** | −0.0952 *** | −0.0975 *** | −0.1013 *** |
(0.0202) | (0.0949) | (0.1129) | (0.0187) | (0.0195) | (0.0217) | |
Growth | −0.0015 (0.0015) | 0.0144 (0.0137) | −0.0135 (0.0104) | −0.0020 (0.0014) | −0.0028 * (0.0016) | −0.0023 (0.0016) |
Interception | 0.7086 *** | 0.3451 *** | 3.2514 *** | 0.6915 *** | 0.6527 *** | 0.6606 *** |
(0.1189) | (0.0704) | (0.1915) | (0.1139) | (0.1018) | (0.1115) | |
Year | Yes | Yes | Yes | Yes | Yes | Yes |
Industry | Yes | Yes | Yes | Yes | Yes | Yes |
Observations | 2761 | 2761 | 2761 | 2761 | 2761 | 2761 |
R-squared | 0.1526 | 0.5519 | 0.3363 | 0.1477 | 0.1445 | 0.1523 |
Wald Test | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
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Gonçalves, T.C.; Louro, D.; Barros, V. Can Corporate Sustainability Drive Economic Value Added? Evidence from Larger European Firms. J. Risk Financial Manag. 2023, 16, 215. https://doi.org/10.3390/jrfm16040215
Gonçalves TC, Louro D, Barros V. Can Corporate Sustainability Drive Economic Value Added? Evidence from Larger European Firms. Journal of Risk and Financial Management. 2023; 16(4):215. https://doi.org/10.3390/jrfm16040215
Chicago/Turabian StyleGonçalves, Tiago Cruz, Diogo Louro, and Victor Barros. 2023. "Can Corporate Sustainability Drive Economic Value Added? Evidence from Larger European Firms" Journal of Risk and Financial Management 16, no. 4: 215. https://doi.org/10.3390/jrfm16040215