Did ESG Affect the Financial Performance of North American Fast-Moving Consumer Goods Firms in the Second Period of the Kyoto Protocol?
Abstract
:1. Introduction
2. Literature Review and Hypothesis Development
3. Research Methodology
3.1. Sample Data and Variables
3.2. Methodology
Regression Findings and Discussion
4. Conclusions
Some Caveats Related to the Findings
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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Dependent Variables | Explanation |
Return on asset (ROA) | Net profit/total assets |
Return on equity (ROE) | Net profit/shareholder’s equity |
Independent Variables | |
Independent Variables | Explanation |
ESG | Overall score of environmental, social, and corporate governance performance |
Environment (ENV) | Environmental practices: resource use, emissions, and innovation |
Social (SOC) | Social practices: workforce, human rights, community, and product responsibility |
Governance (GOV) | consistent management, cohesive policies, and regulatory framework for balancing stakeholders’ interests |
Control Variables | Explanation |
Firm size (SIZE) | Natural logarithm of total assets |
Corporation growth (GROWTH) | Operating income growth rate |
Variables | Obs | Mean | Std. Dev | Min | Max |
---|---|---|---|---|---|
ROA | 904 | 5.350354 | 13.70345 | −117.2 | 55.16 |
ROE | 836 | 16.91807 | 44.462 | −226.17 | 626.74 |
ESG | 902 | 38.16571 | 12.74531 | 7.11 | 79.58 |
ENV | 894 | 15.89638 | 20.64723 | 0 | 79.61 |
SOC | 902 | 16.18937 | 13.15882 | 0 | 66.26 |
GOV | 902 | 82.48524 | 9.589867 | 17.7 | 100 |
SIZE | 904 | 20.63236 | 5.144448 | −19.85791 | 25.69495 |
GROWTH | 904 | 16.14521 | 10.86199 | −22.02889 | 25.51417 |
ROA | ROE | ESG | ENV | SOC | GOV | SIZE | |
---|---|---|---|---|---|---|---|
ESG | 0.1942 | 0.3276 | |||||
(0.00) * | (0.00) * | ||||||
ENV | 0.1233 | 0.2681 | 0.9556 | ||||
(0.00) * | (0.00) * | (0.00) * | |||||
SOC | 0.1716 | 0.3279 | 0.916 | 0.8415 | |||
(0.00) * | (0.00) * | (0.00) * | (0.00) * | ||||
GOV | 0.2928 | 0.2902 | 0.6754 | 0.5008 | 0.4676 | ||
(0.00) * | (0.00) * | (0.00) * | (0.00) * | (0.00) * | |||
SIZE | 0.2153 | 0.1836 | 0.3356 | 0.3037 | 0.2961 | 0.2708 | |
(0.00) * | (0.00) * | (0.00) * | (0.00) * | (0.00) * | (0.00) * | ||
GROWTH | 0.5098 | 0.3674 | 0.259 | 0.2333 | 0.2559 | 0.1847 | 0.1119 |
(0.00) * | (0.00) * | (0.00) * | (0.00) * | (0.00) * | (0.00) * | (0.00) * |
Variables | CD Test | p-Value |
---|---|---|
ROA | 5.892 * | 0 |
ROE | 2.448 ** | 0.014 |
ESG | 150.936 * | 0 |
ENV | 67.916 * | 0 |
SOC | 133.169 * | 0 |
GOV | 106.698 * | 0 |
SIZE | 199.427 * | 0 |
GROWTH | 121.421 * | 0 |
Variables | LLC | ADF | PP | |||
---|---|---|---|---|---|---|
Int. | Int-Tre | Int. | Int-Tre | Int. | Int-Tre | |
ROA | −19.215 | −42.151 | 314.268 | 276.267 | 442.185 | 523.066 |
(0.00) * | (0.00) * | (0.00) * | (0.00) * | (0.00) * | (0.00) * | |
ROE | −21.478 | −19.202 | 296.926 | 281.293 | 387.606 | 473.842 |
(0.00) * | (0.00) * | (0.00) * | (0.00) * | (0.00) * | (0.00) * | |
ESG | −30.56 | −37.678 | 317.015 | 274.454 | 187.566 | 295.996 |
(0.00) * | (0.00) * | (0.00) * | (0.00) * | −0.95 | (0.00) * | |
ENV | −7.512 | −3.082 | 206.665 | 212.123 | 112.925 | 205.68 |
(0.00) * | (0.00) * | (0.00) * | (0.00) * | −0.99 | (0.00) * | |
SOC | −20.733 | −40.695 | 263.278 | 247.878 | 183.836 | 331.818 |
(0.00) * | (0.00) * | (0.00) * | (0.05) ** | −0.93 | (0.00) * | |
GOV | −535.552 | −555.874 | 243.022 | 183.871 | 194.019 | 194.136 |
(0.00) * | (0.00) * | (0.00) * | (0.09) *** | (0.02) ** | (0.03) ** |
Dependent Variables and Testing Models | Model Selection Diagnostic Tests | |||
---|---|---|---|---|
ROA | Chow(F) [Panel OLS-Fixed] | LM (Breusch–Pagan) [Panel OLS-Random] | Hausman [Random-Fixed] | Test Results |
7.232 (0.00) * | 461.614 (0.00) * | 46.269 (0.00) * | Fixed | |
5.786 (0.00) * | 297.103 (0.00) * | 48.30 (0.00) * | Fixed | |
7.333 (0.00) * | 458.948 (0.00) * | 51.103 (0.00) * | Fixed | |
7.241 (0.00) * | 491.105 (0.00) * | 39.569 (0.00) * | Fixed | |
ROE | ||||
8.576 (0.00) * | 369.57 (0.00) * | 37.405 (0.00) * | Fixed | |
9.016 (0.00) * | 362.01 (0.00) * | 44.039 (0.00) * | Fixed | |
8.577 (0.00) * | 346.05 (0.00) * | 51.577 (0.00) * | Fixed | |
9.377 (0.00) * | 421.76 (0.00) * | 15.104 (0.00) * | Fixed |
Dependent Variables and Testing Models | Model Post-Estimation Residual Tests | |
---|---|---|
ROA | Heteroskedasticity | Serial Correlation |
93 × 107 (0.00) * | 16.36 (0.23) | |
41 × 105 (0.00) * | 15.98 (0.25) | |
78 × 107 (0.00) * | 17.11 (0.19) | |
24 × 10 7 (0.00) * | 24.62 (0.03) ** | |
ROE | ||
26 × 1033 (0.00) * | 16.40 (0.23) | |
19 × 1031 (0.00) * | 16.19 (0.24) | |
27 × 1033 (0.00) * | 16.10 (0.24) | |
44 × 1032 (0.00) * | 24.49 (0.03) ** |
Dependent Variable: ROA | ||||
Coefficients | Model-1 | Model-2 | Model-3 | Model-4 |
ESG | −0.064 (0.51) | |||
ENV | −0.099 (0.00) * | |||
SOC | −0.122 (0.02) ** | |||
GOV | 0.385 (0.08) *** | |||
SIZE | 0.183 (0.00) * | 0.178 (0.00) * | 0.180 (0.00) * | 0.160 (0.011) ** |
GROWTH | 0.30 (0.00) * | 0.297 (0.00) * | 0.304 (0.00) * | 0.322 (0.00) * |
Constant | −0.729 (0.87) | −1.499 (0.36) | −1.158 (0.54) | −34.815 (0.05) ** |
F | 19.94 (0.00) * | 36.70 (0.00) * | 26.95 (0.00) * | 13.54 (0.00) * |
R-square | 0.65 | 0.65 | 0.65 | 0.67 |
Dependent Variable: ROE | ||||
Coefficients | Model-1 | Model-2 | Model-3 | Model-4 |
ESG | 0.003 (0.99) | |||
ENV | −0.234 (0.08) *** | |||
SOC | −0.16 (0.42) | |||
GOV | 1.332 (0.02) ** | |||
SIZE | 0.511 (0.00) * | 0.500 (0.00) * | 0.507 (0.00) * | 0.414 (0.00) * |
GROWTH | 0.701 (0.00) * | 0.686 (0.00) * | 0.702 (0.00) * | 0.768 (0.00) * |
Constant | −5.00 (0.74) | −0.928 (0.85) | −2.182 (0.72) | −114.129 (0.02) ** |
F | 16.38 (0.00) * | 18.35 (0.00) * | 17.68 (0.00) * | 12.47 (0.00) * |
R-square | 0.64 | 0.65 | 0.64 | 0.67 |
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Helhel, A.; Akgun, E.; Helhel, Y. Did ESG Affect the Financial Performance of North American Fast-Moving Consumer Goods Firms in the Second Period of the Kyoto Protocol? Sustainability 2024, 16, 10009. https://doi.org/10.3390/su162210009
Helhel A, Akgun E, Helhel Y. Did ESG Affect the Financial Performance of North American Fast-Moving Consumer Goods Firms in the Second Period of the Kyoto Protocol? Sustainability. 2024; 16(22):10009. https://doi.org/10.3390/su162210009
Chicago/Turabian StyleHelhel, Asiyenur, Eray Akgun, and Yesim Helhel. 2024. "Did ESG Affect the Financial Performance of North American Fast-Moving Consumer Goods Firms in the Second Period of the Kyoto Protocol?" Sustainability 16, no. 22: 10009. https://doi.org/10.3390/su162210009
APA StyleHelhel, A., Akgun, E., & Helhel, Y. (2024). Did ESG Affect the Financial Performance of North American Fast-Moving Consumer Goods Firms in the Second Period of the Kyoto Protocol? Sustainability, 16(22), 10009. https://doi.org/10.3390/su162210009