The Moderating Role of Country Governance in the Link between ESG and Financial Performance: A Study of Listed Companies in 58 Countries
Abstract
:1. Introduction
2. Theoretical Background and Hypothesis Development
2.1. Corporate Financial Performance, ESG, and Legitimacy
2.2. The Moderating Role of Country Governance
2.3. Country Governance Dimensions
3. Methodology
3.1. Data and Sample
3.2. Measurements
3.3. Estimation Method
4. Results
4.1. Descriptive Statistics and Correlations
4.2. Results of Regression
4.3. Robustness Tests
5. Discussions
5.1. Theoretical Contribution
5.2. Managerial Implications
5.3. Limitations and Future Research
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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Country/Region | N | % | Country/Region | N | % | Country/Region | N | % |
---|---|---|---|---|---|---|---|---|
Argentina | 33 | 0.15 | Hong Kong | 60 | 0.27 | Peru | 5 | 0.02 |
Australia | 480 | 2.17 | India | 95 | 0.43 | Philippines | 33 | 0.15 |
Austria | 42 | 0.19 | Indonesia | 13 | 0.06 | Poland | 22 | 0.10 |
Bahamas | 3 | 0.01 | Ireland | 218 | 0.99 | Portugal | 13 | 0.06 |
Bahrain | 6 | 0.03 | Israel | 129 | 0.58 | Puerto Rico | 10 | 0.05 |
Belgium | 17 | 0.08 | Italy | 86 | 0.39 | Qatar | 5 | 0.02 |
Bermuda | 111 | 0.50 | Japan | 253 | 1.14 | Russia | 28 | 0.13 |
Brazil | 120 | 0.54 | Jordan | 2 | 0.01 | Singapore | 51 | 0.23 |
Canada | 2089 | 9.45 | Korea | 45 | 0.20 | South Africa | 71 | 0.32 |
Chile | 74 | 0.33 | Luxembourg | 65 | 0.29 | Spain | 61 | 0.28 |
China | 234 | 1.06 | Malaysia | 4 | 0.02 | Sweden | 101 | 0.46 |
Colombia | 25 | 0.11 | Mexico | 48 | 0.22 | Switzerland | 136 | 0.62 |
Costa Rica | 1 | 0.00 | Monaco | 19 | 0.09 | Taiwan | 15 | 0.07 |
Cyprus | 5 | 0.02 | Mongolia | 1 | 0.00 | Thailand | 49 | 0.22 |
Denmark | 28 | 0.13 | Morocco | 7 | 0.03 | United Arab Emirates | 3 | 0.01 |
Egypt | 4 | 0.02 | Netherlands | 174 | 0.79 | United Kingdom | 649 | 2.93 |
Finland | 32 | 0.14 | New Zealand | 49 | 0.22 | United States | 15,838 | 71.67 |
France | 161 | 0.73 | Norway | 94 | 0.43 | Uruguay | 5 | 0.02 |
Germany | 144 | 0.65 | Oman | 5 | 0.02 | |||
Greece | 12 | 0.05 | Panama | 16 | 0.07 | |||
Total | 22,099 | 100.00 | ||||||
Industry | N | % | Year | N | % | |||
Energy | 2059 | 9.32 | 2010 | 1180 | 5.34 | |||
Materials | 2052 | 9.29 | 2011 | 1189 | 5.38 | |||
Industrials | 3545 | 16.04 | 2012 | 1192 | 5.39 | |||
Consumer Discretionary | 2922 | 13.22 | 2013 | 1215 | 5.50 | |||
Consumer Staples | 1049 | 4.75 | 2014 | 1248 | 5.65 | |||
Health Care | 3736 | 16.91 | 2015 | 1779 | 8.05 | |||
Information Technology | 3131 | 14.17 | 2016 | 2320 | 10.50 | |||
Communication Services | 1272 | 5.76 | 2017 | 2788 | 12.62 | |||
Utilities | 864 | 3.91 | 2018 | 2928 | 13.25 | |||
Real Estate | 1469 | 6.65 | 2019 | 3177 | 14.38 | |||
2020 | 3083 | 13.95 | ||||||
Total | 22,099 | 100.00 | Total | 22,099 | 100.00 |
Variables | Mean | SD | 1 | 2 | 3 | 4 | 5 | 6 | 7 | |
---|---|---|---|---|---|---|---|---|---|---|
1 | ROA | 0.02 | 3.44 | |||||||
2 | ESG | 4.63 | 0.6 | 0.08 *** | ||||||
3 | Political stability | 0.49 | 0.39 | −0.01 * | 0.05 *** | |||||
4 | Regulatory quality | 1.42 | 0.36 | −0.02 ** | −0.03 *** | 0.45 *** | ||||
5 | Control of corruption | 1.35 | 0.43 | 0.00 | 0.02 *** | 0.48 *** | 0.47 *** | |||
6 | Size | 7.83 | 1.94 | 0.19 *** | 0.56 *** | 0.10 *** | −0.08 *** | 0.01 | ||
7 | Leverage | 0.29 | 0.23 | −0.06 *** | 0.06 *** | −0.01 ** | 0.01 | −0.02 ** | ||
8 | R&D | 0.48 | 0.5 | −0.06 *** | 0.05 *** | −0.09 *** | −0.04 *** | −0.05 *** | −0.19 *** | -0.19 *** |
9 | Fixed asset intensity | 0.28 | 0.27 | 0.03 *** | 0.09 *** | 0.15 *** | 0.03 *** | 0.07 *** | 0.18 *** | 0.18 *** |
10 | Finance | 0.71 | 0.21 | 0.16 *** | −0.10 *** | −0.01 | 0.04 *** | 0.01 | 0.01 | 0.01 |
11 | New assets | 0.54 | 0.19 | −0.01 * | −0.14 *** | −0.01 | 0.00 | −0.01 | 0.05 *** | 0.05 *** |
12 | Market capitalization | 7.93 | 1.87 | 0.18 *** | 0.51 *** | 0.05 *** | −0.09 *** | −0.01 | 0.03 *** | 0.03 *** |
13 | GDP | 10.82 | 0.46 | −0.01 * | −0.11 *** | 0.41 *** | 0.54 *** | 0.46 *** | 0.04 *** | 0.04 *** |
14 | Culture | 54.55 | 6.45 | −0.01 | 0.02 *** | 0.04 *** | 0.15 *** | 0.14 *** | −0.01 | −0.01 |
Variables | Mean | SD | 8 | 9 | 10 | 11 | 12 | 13 | ||
9 | Fixed asset intensity | 0.28 | 0.27 | −0.47 *** | ||||||
10 | Finance | 0.71 | 0.21 | −0.04 *** | 0.11 *** | |||||
11 | New assets | 0.54 | 0.19 | −0.23 *** | 0.38 *** | 0.21 *** | ||||
12 | Market capitalization | 7.93 | 1.87 | 0.05 *** | 0.00 | −0.03 *** | −0.01 * | |||
13 | GDP | 10.82 | 0.46 | 0.04 *** | −0.08 *** | 0.01 * | −0.04 *** | −0.06 *** | ||
14 | Culture | 54.55 | 6.45 | 0.07 *** | −0.07 *** | −0.04 *** | −0.05 *** | 0.05 *** | 0.18 *** |
(1) | (2) | (3) | (4) | (5) | |
---|---|---|---|---|---|
Size | −0.074 *** | −0.0767 *** | −0.0777 *** | −0.0764 *** | −0.0772 *** |
(0.008) | (0.00804) | (0.00804) | (0.00804) | (0.00804) | |
Leverage | −0.338 *** | −0.338 *** | −0.338 *** | −0.338 *** | −0.338 *** |
(0.015) | (0.0147) | (0.0147) | (0.0147) | (0.0147) | |
Fixed asset intensity | −0.163 *** | −0.168 *** | −0.173 *** | −0.171 *** | −0.174 *** |
(0.039) | (0.0394) | (0.0394) | (0.0394) | (0.0395) | |
R&D | −0.022 | −0.0230 | −0.0244 | −0.0229 | −0.0235 |
(0.023) | (0.0230) | (0.0230) | (0.0230) | (0.0230) | |
Finance | −0.286 *** | −0.286 *** | −0.287 *** | −0.286 *** | −0.286 *** |
(0.026) | (0.0256) | (0.0256) | (0.0256) | (0.0256) | |
New assets | −0.016 | −0.0133 | −0.0114 | −0.0138 | −0.0111 |
(0.030) | (0.0298) | (0.0298) | (0.0298) | (0.0298) | |
Market capitalization | 0.071 *** | 0.0707 *** | 0.0710 *** | 0.0703 *** | 0.0707 *** |
(0.005) | (0.00492) | (0.00493) | (0.00492) | (0.00493) | |
GDP | 0.007 | 0.00855 | 0.0172 | 0.0248 | −9.52 × 10−5 |
(0.015) | (0.0147) | (0.0169) | (0.0186) | (0.0202) | |
Culture | −0.001 | −0.000551 | −0.000680 | −0.000672 | −0.000839 |
(0.002) | (0.00181) | (0.00181) | (0.00182) | (0.00182) | |
ESG | 0.0242 *** | 0.0189 ** | 0.0225 ** | 0.0221 ** | |
(0.00881) | (0.00898) | (0.00883) | (0.00886) | ||
Political stability | −0.0272 | ||||
(0.0176) | |||||
ESG×Political stability | 0.0492 *** | ||||
(0.0169) | |||||
Regulatory quality | −0.0384 * | ||||
(0.0219) | |||||
ESG×Regulatory quality | 0.0542 *** | ||||
(0.0193) | |||||
Control of corruption | 0.00640 | ||||
(0.0207) | |||||
ESG×Control of corruption | 0.0409 ** | ||||
(0.0182) | |||||
Constant | 0.324 * | 0.218 | 0.175 | 0.115 | 0.332 |
(0.176) | (0.180) | (0.195) | (0.207) | (0.219) | |
Observations | 22,099 | 22,099 | 22,099 | 22,099 | 22,099 |
R-squared | 0.074 | 0.074 | 0.075 | 0.075 | 0.074 |
Company effects | YES | YES | YES | YES | YES |
Year effects | YES | YES | YES | YES | YES |
(1) | (2) | (3) | (4) | (5) | |
---|---|---|---|---|---|
Size | −0.085 *** | −0.0821 *** | −0.0828 *** | −0.0826 *** | −0.0827 *** |
(0.053) | (0.00954) | (0.00956) | (0.00954) | (0.00956) | |
Leverage | −0.365 *** | −0.347 *** | −0.347 *** | −0.347 *** | −0.347 *** |
(0.079) | (0.0167) | (0.0167) | (0.0167) | (0.0167) | |
Fixed asset intensity | −0.251 *** | −0.268 *** | −0.271 *** | −0.272 *** | −0.274 *** |
(0.001) | (0.0451) | (0.0452) | (0.0451) | (0.0452) | |
R&D | −0.015 | −0.0202 | −0.0209 | −0.0197 | −0.0213 |
(0.033) | (0.0260) | (0.0260) | (0.0260) | (0.0260) | |
Finance | −0.298 *** | 0.00477 | 0.00395 | 0.00340 | 0.00494 |
(0.003) | (0.0371) | (0.0371) | (0.0371) | (0.0371) | |
New assets | −0.025 | −0.0784 ** | −0.0762 ** | −0.0787 ** | −0.0761 ** |
(0.032) | (0.0383) | (0.0385) | (0.0383) | (0.0383) | |
Market capitalization | 0.080 *** | 0.0834 *** | 0.0835 *** | 0.0830 *** | 0.0831 *** |
(0.001) | (0.00582) | (0.00583) | (0.00582) | (0.00583) | |
GDP | 0.009 | 0.0104 | 0.0126 | 0.0226 | −0.00441 |
(0.020) | (0.0167) | (0.0192) | (0.0207) | (0.0228) | |
Culture | −0.002 | 0.000277 | 0.000254 | 0.000099 | 0.000142 |
(0.005) | (0.00226) | (0.00226) | (0.00226) | (0.00226) | |
ESG | 0.00771 * | 0.00702 | 0.00776 * | 0.00776 * | |
(0.00465) | (0.00469) | (0.00466) | (0.00466) | ||
Political stability | −0.00996 | ||||
(0.0200) | |||||
ESG×Political stability | 0.0282 * | ||||
(0.0220) | |||||
Regulatory quality | −0.0332 | ||||
(0.0248) | |||||
ESG×Regulatory quality | 0.0605 ** | ||||
(0.0257) | |||||
Control of corruption | 0.0151 | ||||
(0.0235) | |||||
ESG×Control of corruption | 0.0379 * | ||||
(0.0228) | |||||
Constant | 0.319 * | 0.0989 | 0.0886 | 0.0344 | 0.0989 |
(0.173) | (0.204) | (0.220) | (0.228) | (0.204) | |
Observations | 22,099 | 22,099 | 22,099 | 22,099 | 22,099 |
R-squared | 0.073 | 0.078 | 0.078 | 0.078 | 0.078 |
Company effects | YES | YES | YES | YES | YES |
Year effects | YES | YES | YES | YES | YES |
(1) | (2) | (3) | (4) | (5) | |
---|---|---|---|---|---|
Size | −0.080 *** | −0.0828 *** | −0.0838 *** | −0.0825 *** | −0.0828 *** |
(0.008) | (0.00806) | (0.00807) | (0.00806) | (0.00806) | |
Leverage | −0.342 *** | −0.342 *** | −0.343 *** | −0.342 *** | −0.342 *** |
(0.015) | (0.0147) | (0.0147) | (0.0147) | (0.0147) | |
Fixed asset intensity | −0.185 *** | −0.191 *** | −0.196 *** | −0.194 *** | −0.191 *** |
(0.039) | (0.0395) | (0.0395) | (0.0395) | (0.0395) | |
R&D | −0.021 | −0.0221 | −0.0234 | −0.0219 | −0.0221 |
(0.023) | (0.0229) | (0.0229) | (0.0229) | (0.0229) | |
Finance | −0.280 *** | −0.280 *** | −0.280 *** | −0.280 *** | −0.280 *** |
(0.026) | (0.0256) | (0.0256) | (0.0256) | (0.0256) | |
New assets | 0.006 | 0.00926 | 0.0115 | 0.00895 | 0.00926 |
(0.030) | (0.0299) | (0.0300) | (0.0299) | (0.0299) | |
Market capitalization | 0.070 *** | 0.0701 *** | 0.0704 *** | 0.0697 *** | 0.0701 *** |
(0.005) | (0.00492) | (0.00493) | (0.00493) | (0.00492) | |
GDP | 0.007 | 0.00889 | 0.0174 | 0.0251 | 0.00889 |
(0.015) | (0.0149) | (0.0173) | (0.0188) | (0.0149) | |
Culture | −0.001 | −0.000526 | −0.000647 | −0.000684 | −0.000526 |
(0.002) | (0.00182) | (0.00182) | (0.00183) | (0.00182) | |
ESG | 0.0242 *** | 0.0187 ** | 0.0222 ** | 0.0218 ** | |
(0.00882) | (0.00899) | (0.00884) | (0.00887) | ||
Political stability | −0.0262 | ||||
(0.0178) | |||||
ESG×Political stability | 0.0507 *** | ||||
(0.0170) | |||||
Regulatory quality | −0.0376 * | ||||
(0.0220) | |||||
ESG×Regulatory quality | 0.0589 *** | ||||
(0.0194) | |||||
Control of corruption | 0.00464 | ||||
(0.0208) | |||||
ESG×Control of corruption | 0.0444 ** | ||||
(0.0184) | |||||
Constant | 0.359 ** | 0.254 | 0.212 | 0.154 | 0.358 |
(0.179) | (0.183) | (0.199) | (0.209) | (0.222) | |
Observations | 16,108 | 16,108 | 16,108 | 16,108 | 16,108 |
R-squared | 0.075 | 0.075 | 0.076 | 0.076 | 0.075 |
Company effects | YES | YES | YES | YES | YES |
Year effects | YES | YES | YES | YES | YES |
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Luo, Z.; Li, Y.; Nguyen, L.T.; Jo, I.; Zhao, J. The Moderating Role of Country Governance in the Link between ESG and Financial Performance: A Study of Listed Companies in 58 Countries. Sustainability 2024, 16, 5410. https://doi.org/10.3390/su16135410
Luo Z, Li Y, Nguyen LT, Jo I, Zhao J. The Moderating Role of Country Governance in the Link between ESG and Financial Performance: A Study of Listed Companies in 58 Countries. Sustainability. 2024; 16(13):5410. https://doi.org/10.3390/su16135410
Chicago/Turabian StyleLuo, Zhonghuan, Yujia Li, Luu Thi Nguyen, Irfan Jo, and Jing Zhao. 2024. "The Moderating Role of Country Governance in the Link between ESG and Financial Performance: A Study of Listed Companies in 58 Countries" Sustainability 16, no. 13: 5410. https://doi.org/10.3390/su16135410
APA StyleLuo, Z., Li, Y., Nguyen, L. T., Jo, I., & Zhao, J. (2024). The Moderating Role of Country Governance in the Link between ESG and Financial Performance: A Study of Listed Companies in 58 Countries. Sustainability, 16(13), 5410. https://doi.org/10.3390/su16135410