American Corporate Sustainability and Extra-Financial Performance: Is There an Inverted-U Relationship
Abstract
:1. Introduction
2. Literature Review and Development of Hypotheses
2.1. Relationship between Financial and Extra-Financial Performance
2.2. Positive Relationship between Financial and Extra-Financial Performance
2.3. The Negative Association between Financial and Extra-Financial Performance
2.4. The Nonlinear Association between Financial and Non-Financial Performance
3. Data and Methodology
3.1. Dependent Variable
3.2. Control Variables
4. Empirical Methodology
5. Empirical Results
5.1. Discusses the Negative Relationship between Financial Performance and ESG Level
5.2. The Inverted-U-Shaped Association between Financial and Extra-Financial Performance
6. Conclusions
Author Contributions
Funding
Data Availability Statement
Conflicts of Interest
Appendix A
Variables | Label | Measurements | Source |
---|---|---|---|
Dependent variable | |||
Operational performance | ROA | Net income divided by total assets | Worldscope |
Independent variables | |||
ESG | ESG | Mean of the 3 ASSET4-Pillars: Social, Environmental, Corporate Governance. | ASSET4 |
Environmental | E | The environmental score, which evaluates the company’s disclosure of energy use, waste, pollution, conservation of natural resources, and treatment of animals. | ASSET4 |
Corporate social responsibility | S | The social score assesses the extent to which the firm discloses its business relationships, corporate donations, volunteer efforts, employee well-being, and safety measures. | ASSET4 |
Corporate governance | G | The governance score, which assesses disclosure of the corporate governance code. | ASSET4 |
Control variables | |||
Market capitalization | Size | Market capitalization, which measures the total dollar value of all a company’s outstanding shares at the current market price. | Worldscope |
Age | Age | Years since incorporation. | Worldscope |
Total debt asset | Leverage | The leverage ratio of the total amount of debt relative to assets owned by a company. | Worldscope |
Appendix B
Variables | ROA | ESG | E | S | G | Size | Leverage | Age |
---|---|---|---|---|---|---|---|---|
ROA | 1.000 | |||||||
ESG | 0.895 | 1.000 | ||||||
E | 0.462 | 0.869 | 1.000 | |||||
S | 0.726 | 0.755 | 0.829 | 1.000 | ||||
G | −0.269 | 0.896 | 0.178 | 0.253 | 1.000 | |||
Size | 0.859 | 0.216 | 0.162 | 0.161 | 0.111 | 1.000 | ||
Leverage | 0.336 | 0.895 | −0.216 | 0.189 | 0.962 | −0.196 | 1.000 | |
Age | 0.215 | −0.162 | 0.162 | −0.266 | 0.269 | 0.266 | 0.456 | 1.000 |
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Business Sectors | |
---|---|
Oil and gas producers | 30 |
Health care equipment and services | 30 |
Pharmaceuticals and biotechnology | 20 |
Construction and materials | 7 |
Industrial engineering | 5 |
Equity investment instruments | 1 |
Total | 93 |
Variable | Obs. | Mean | Std.dev | Min | Max | Kurtosis | Jarque–Bera |
---|---|---|---|---|---|---|---|
ROA | 930 | 5.796 | 12.242 | −119.83 | 8.441 | 6.332 | 0.002 |
Size | 928 | 7.015 | 0.633 | 4.322 | 8.642 | 2.628 | 0.035 |
Age | 930 | 4.112 | 4.205 | 0.000 | 0.263 | 2.311 | 0.049 |
Debt | 930 | −3.729 | 5.083 | −1.724 | 3.627 | 2.630 | 0.001 |
E | 869 | 32.754 | 8.335 | 0.000 | 96.831 | 2.149 | 0.003 |
S | 869 | 46.594 | 13.912 | 3.381 | 97.628 | 1.228 | 0.078 |
G | 869 | 53.110 | 2.828 | 3.366 | 96.023 | 2.825 | 0.033 |
OLS | Fixed Effect | GMM | ||||
---|---|---|---|---|---|---|
Variables | Coefficient | Prob | Coefficient | Prob | Coefficient | Prob |
l..ROA | 0.262 | 0.222 | ||||
ESG | −0.458 * | 0.059 | −0.785 ** | 0.009 | −4.556 ** | 0.001 |
Size | 0.043 ** | 0.015 | 1.425 *** | 0.000 | 0.155 ** | 0.008 |
Age | −0.085 * | 0.061 | −0.817 ** | 0.045 | −0.63 2 ** | 0.010 |
Debt | −0.756 *** | 0.000 | −0.061 | 0.147 | −0.956 ** | 0.152 |
Constant | −1.615 *** | 0.000 | −4.942 *** | 0.000 | 9.255 | 0.956 |
R-squared | 0.046 | 0.623 | 0.956 | |||
AR(2) | 0.525 |
OLS | Fixed Effect | GMM | ||||
---|---|---|---|---|---|---|
Variables | Coef | Prob | Coef | Prob | Coeff | Prob |
L.ROA | 0.245 | 0.001 ** | ||||
E-S | 0.166 ** | 0.021 | −0.151 ** | 0.020 | 0.485 | 0.002 ** |
Size | 0.420 ** | 0.035 | 0.062 | 0.143 | 0.158 | 0.112 |
Age | −0.492 * | 0.099 | −0.538 ** | 0.034 | −0.215 | 0.005 ** |
Debt | −0.446 *** | 0.000 | −0.861 *** | 0.000 | −0.326 | 0.033 ** |
Constant | −1.081 ** | 0.009 | −4.562 *** | 0.000 | 1.266 | 0.962 |
R-squared | 0.448 | 0.789 | 0.896 | |||
AR(2) | 0.562 |
OLS | Fixed Effect | GMM | ||||
---|---|---|---|---|---|---|
Variables | Coef | Prob | Coef | Prob | Coef | Prob |
L.ROA | 0.264 ** | 0.001 | ||||
G | −0.225 *** | 0.000 | −0.410 * | 0.081 | 0.556 ** | 0.021 |
Size | 0.511 ** | 0.046 | 0.170 | 0.128 | 0.458 * | 0.078 |
Age | −0.123 * | 0.093 | −0.118 ** | 0.010 | 0.215 ** | 0.015 |
Debt | −0.873 *** | 0.000 | −0.587 *** | 0.000 | 0.965 *** | 0.000 |
Constant | −1.657 *** | 0.000 | −4.572 *** | 0.000 | −3.266 | 0.988 |
R-squared | 0.760 | 0.865 | 0.969 | |||
AR(2) | 0.425 |
OLS | Fixed Effect | GMM | ||||
---|---|---|---|---|---|---|
Variables | Coef | Prob | Coef | Prob | Coef | Prob |
L.ROA | 0.144 | 0.008 | ||||
E-S | 0.425 *** | 0.001 | 0.115 ** | 0.040 | 0.425 ** | 0.001 |
G | −0.235 *** | 0.000 | −0.001 ** | 0.044 | −0.542 ** | 0.002 |
Size | 0.502 | 0.151 | −0.562 | 0.644 | −0.125 * | 0.71 |
Age | −0.494 ** | 0.018 | −0.826 ** | 0.035 | −0.325 * | 0.052 |
Debt | −1.483 *** | 0.000 | −0.770 *** | 0.000 | −0.692 ** | 0.002 |
Constant | −0.034 ** | 0.028 | −4.507 *** | 0.000 | 1.026 | 0.956 |
R-squared | 0.772 | 0.895 | 0.956 | |||
AR (2) | 0.526 |
OLS | Fixed Effect | GMM | ||||
---|---|---|---|---|---|---|
Variables | Coef | Prob | Coef | Prob | Coef | Prob |
L.ROA | 0.233 ** | 0.001 | 0.956 ** | 0.022 | 0.415 *** | 0.000 |
ESG | 0.632 ** | 0.002 | 0.622 ** | 0.001 | 0.562 ** | 0.001 |
−0.452 ** | 0.007 | −0.512 ** | 0.018 | −0.632 ** | 0.002 | |
Size | 0.144 | 0.126 | 0.554 ** | 0.003 | 0.152 | 0.152 |
Age | 0.113 ** | 0.020 | 0.629 ** | 0.025 | 0.415 * | 0.082 |
Debt | 0.811 ** | 0.020 | 0.589 ** | 0.028 | 0.689 * | 0.062 |
Constant | −1.408 | 0.930 | −6.408 | 0.112 | 2.362 | 0.898 |
R-squared | 0.884 | 0.998 | 0.788 | |||
AR(2) | 0.955 | 0.725 | 0.655 |
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Zghidi, N.; Bousnina, R.; Mokni, S. American Corporate Sustainability and Extra-Financial Performance: Is There an Inverted-U Relationship. J. Risk Financial Manag. 2023, 16, 435. https://doi.org/10.3390/jrfm16100435
Zghidi N, Bousnina R, Mokni S. American Corporate Sustainability and Extra-Financial Performance: Is There an Inverted-U Relationship. Journal of Risk and Financial Management. 2023; 16(10):435. https://doi.org/10.3390/jrfm16100435
Chicago/Turabian StyleZghidi, Nahed, Rihab Bousnina, and Samarkand Mokni. 2023. "American Corporate Sustainability and Extra-Financial Performance: Is There an Inverted-U Relationship" Journal of Risk and Financial Management 16, no. 10: 435. https://doi.org/10.3390/jrfm16100435
APA StyleZghidi, N., Bousnina, R., & Mokni, S. (2023). American Corporate Sustainability and Extra-Financial Performance: Is There an Inverted-U Relationship. Journal of Risk and Financial Management, 16(10), 435. https://doi.org/10.3390/jrfm16100435