Submitted:
15 April 2025
Posted:
15 April 2025
You are already at the latest version
Abstract
Keywords:
1. Introduction
2. Empirical Literature Review
2.1. Firm Performance and ESG
2.2. ESG and firm performance in South Africa
3. Methodology
3.1. Data Description and Data Sources
3.2. Model specification
Moderating effects model
4. Results and Discussions
4.1. Descriptive statistics
| N | Mean | SD | |
| Lnmcap | 501 | 25.577 | .987 |
| Lnrevenue | 496 | 23.985 | 1.367 |
| ln total assets | 499 | 24.946 | 1.533 |
| LnESG | 501 | 3.86 | .31 |
| LnENV | 489 | 3.157 | 1.02 |
| LnSOC | 500 | 3.408 | .478 |
| LnCG | 501 | 4.401 | .238 |
| Capex | 496 | -8.564 | 11.088 |
| eff tax rate | 501 | 41.284 | 248.332 |
| debt asset ratio | 501 | 18.295 | 12.638 |
4.2. Variance Inflation Factor of independent variables
4.3. Correlation Matrix of Independent Variables
4.4. Impact of ESG performance on firm financial performance using a two-step system GMM
| Models | (1) | (2) | (3) | (4) |
| Lnmcap | lnmcap | lnEPSY | lnEPSY | |
| L.lnmcap | .847*** | .978*** | ||
| (.086) | (.13) | |||
| Lnrevenue | .194 | .397* | .232 | .314 |
| (.154) | (.233) | (.292) | (.27) | |
| ln_total_assets | -.198** | -.386** | .174 | .277 |
| (.09) | (.18) | (.219) | (.175) | |
| LnENV | -.06 | -.042 | ||
| (.051) | (.049) | |||
| LnSOC | .227** | -.39** | ||
| (.1) | (.198) | |||
| LnCG | .827*** | -.09 | ||
| (.263) | (.285) | |||
| Capex | .001 | .001 | -.012 | -.018** |
| (.007) | (.007) | (.013) | (.009) | |
| eff_tax_rate | 0.00 | .002 | -.008*** | -.007*** |
| (.001) | (.003) | (.001) | (.001) | |
| debt_asset_ratio | -.011** | -.015* | -.012 | -.018** |
| (.005) | (.008) | (.008) | (.008) | |
| ESGH | -.08 | -.439*** | .245 | .169 |
| (.081) | (.169) | (.228) | (.154) | |
| LnESG | 1.1** | -.066 | ||
| (.498) | (.838) | |||
| L.lnESPY | .32** | .387** | ||
| (.149) | (.163) | |||
| _cons | .261 | -3.078 | -8.313 | -11.31** |
| (2.257) | (3.629) | (5.225) | (4.466) | |
| Observations | 407 | 410 | 396 | 393 |
| Instruments | 32 | 18 | 33 | 41 |
| Counter Effects | No | No | No | No |
| Time Effects | No | No | No | No |
| Hansen’s j test | [0.633] | [0.225] | [0.314] | [0.518] |
| AR[1] | [0.001] | [0.012] | [0.019] | [0.024] |
| AR[2] | [0.633] | [0.782] | [0.890] | [0.615] |
| Counters | 48 | 48 | 48 | 48 |
| Standard errors are in parentheses | ||||
| *** p<.01, ** p<.05, * p<.1 | ||||
4.5. Firm Size Moderating Effects Model Using 2-step system GMM
| (1) | (2) | (3) | (4) | |
| Lnmcap | Lnmcap | lnEPSY | LnEPSY | |
| L.lnmcap | .91*** | .951*** | ||
| (.023) | (.055) | |||
| Lnrevenue | .017 | .012 | .366*** | .186 |
| (.013) | (.019) | (.075) | (.114) | |
| ln_total_assets | -.369** | -1.972** | -.247 | 4.595*** |
| (.181) | (.98) | (.571) | (1.576) | |
| lnESG | -2.453** | -5.626* | ||
| (1.198) | (3.287) | |||
| lnESG_TA | .101** | .17 | ||
| (.047) | (.133) | |||
| Capex | 0 | -.003 | -.023*** | -.014*** |
| (.002) | (.003) | (.003) | (.003) | |
| eff_tax_rate | -.001*** | -.001** | -.008*** | -.008*** |
| (0) | (0) | (0) | (0) | |
| debt_asset_ratio | -.01*** | -.008*** | -.015*** | -.006 |
| (.002) | (.002) | (.005) | (.007) | |
| ESGH_TA | -.009*** | -.016*** | .027*** | .041*** |
| (.003) | (.004) | (.004) | (.009) | |
| lnENV | 1.233*** | -.924 | ||
| (.341) | (.904) | |||
| lnSOC | .362 | -4.671* | ||
| (.842) | (2.452) | |||
| lnCG | -11.477** | 28.214*** | ||
| (5.435) | (9.834) | |||
| lnENV_TA | -.051*** | .036 | ||
| (.014) | (.038) | |||
| lnSOC_TA | -.014 | .162 | ||
| (.036) | (.101) | |||
| lnCG_TA | .492** | -1.139*** | ||
| (.217) | (.397) | |||
| L.lnESPY | .228*** | .174*** | ||
| (.013) | (.037) | |||
| _cons | 11.213** | 47.081** | 3.706 | -114.916*** |
| (4.446) | (23.935) | (12.829) | (38.878) | |
| Observations | 410 | 407 | 396 | 393 |
| Instruments | 41 | 37 | 41 | 37 |
| Counters | 48 | 48 | 48 | 48 |
| AR(1) | 0.000 | 0.000 | 0.005 | 0.008 |
| AR(2) | 0.496 | 0.340 | 0.764 | 0.34 |
| Hansen’s J test | 0.249 | 0.116 | 0.124 | 0.233 |
| Corrected standard errors are in parentheses. | ||||
| *** p<.01, ** p<.05, * p<.1 | ||||
4.6. Discussion of findings
5. Conclusions
Author Contributions
Funding
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- Ahmad, N., Mobarek, A., & Raid, M. (2023). Impact of global financial crisis on firm performance in UK: Moderating role of ESG, corporate governance and firm size. Cogent Business & Management, 10(1), 2167548. [CrossRef]
- Ahmad, N., Mobarek, A., & Roni, N. N. (2021a). Revisiting the impact of ESG on financial performance of FTSE350 UK firms: Static and dynamic panel data analysis. Cogent Business & Management, 8(1), 1900500. [CrossRef]
- Ahmad, N., Mobarek, A., & Roni, N. N. (2021a). Revisiting the impact of ESG on financial performance of FTSE350 UK firms: Static and dynamic panel data analysis. Cogent Business & Management, 8(1), 1900500. [CrossRef]
- Alareeni, B. A., & Hamdan, A. (2020). ESG impact on performance of US S&P 500-listed firms. Corporate Governance: The International Journal of Business in Society, 20(7), 1409–1428. [CrossRef]
- Albarran & Arellano. (2019). GMM Estimation from Incomplete and Rotating Panels. Annals of Economics and Statistics, 134, 5. [CrossRef]
- Alfalih, A. A. (2023). ESG disclosure practices and financial performance: A general and sector analysis of SP-500 non-financial companies and the moderating effect of economic conditions. Journal of Sustainable Finance & Investment, 13(4), 1506–1533. [CrossRef]
- Andrew, D. (2020). An Index to Measure the Integrity of Investment Companies Investing Responsibility. JOURNAL OF INTERNATIONAL BUSINESS RESEARCH AND MARKETING, 5(5), 36–51. [CrossRef]
- Aydoğmuş, M., Gülay, G., & Ergun, K. (2022). Impact of ESG performance on firm value and profitability. Borsa Istanbul Review, 22, S119–S127. [CrossRef]
- Bissoondoyal-Bheenick, E., Brooks, R., & Do, H. X. (2023). ESG and firm performance: The role of size and media channels. Economic Modelling, 121, 106203. [CrossRef]
- Bloomberg. (2023). JSE Top 40 index constituents from 2002 to 2022 [Dataset]. Bloomberg Database.
- Breedt, A., Ciliberti, S., Gualdi, S., & Seager, P. (2019). Is ESG an Equity Factor or Just an Investment Guide? 28(2), 32–42.
- Cassim, R. (2022). An Analysis of Trends in Shareholder Activism in South Africa. African Journal of International and Comparative Law, 30(2), 149–174. [CrossRef]
- Chen, H.-M., Kuo, T.-C., & Chen, J.-L. (2022). Impacts on the ESG and financial performances of companies in the manufacturing industry based on the climate change related risks. Journal of Cleaner Production, 380, 134951. [CrossRef]
- Chen, Z., & Xie, G. (2022). ESG disclosure and financial performance: Moderating role of ESG investors. International Review of Financial Analysis, 83, 102291. [CrossRef]
- Chininga, E., Alhassan, A. L., & Zeka, B. (2023). ESG ratings and corporate financial performance in South Africa. Journal of Accounting in Emerging Economies. [CrossRef]
- Curtis, Q., Fisch, J., & Robertson, A. (2021). Do ESG Funds Deliver on Their Promises? Michigan Law Review, 120.3, 393. [CrossRef]
- Dobrick, J., Klein, C., & Zwergel, B. (2023). Size bias in refinitiv ESG data. Finance Research Letters, 55, 104014. [CrossRef]
- Fain, M. (2020). The relationship between corporate profitability and ESG performance with GMM-IV method. Economy & Finance, 7(4), 454–473. [CrossRef]
- Feng, J., Goodell, J. W., & Shen, D. (2022). ESG rating and stock price crash risk: Evidence from China. Finance Research Letters, 46, 102476. [CrossRef]
- Graves, S. B., & Waddock, S. A. (1994). Institutional owners and corporate social performance. Academy of Management Journal, 37(4), 1034–1046.
- Ho, V. H., & Park, S. K. (2019). ESG Disclosure in Comparative Perspective: Optimizing Private Ordering in Public Reporting. 41.
- Junius, D., Adisurjo, A., Rijanto, Y. A., & Adelina, Y. E. (2020). THE IMPACT OF ESG PERFORMANCE TO FIRM PERFORMANCE AND MARKET VALUE. Jurnal Aplikasi Akuntansi, 5(1), 21–41. [CrossRef]
- Khan, M. A. (2022). ESG disclosure and Firm performance: A bibliometric and meta analysis. Research in International Business and Finance, 61, 101668. [CrossRef]
- Lee, M. T., Raschke, R. L., & Krishen, A. S. (2023). Understanding ESG scores and firm performance: Are high-performing firms E, S, and G-balanced? Technological Forecasting and Social Change, 195, 122779. [CrossRef]
- Lee, M. T., & Suh, I. (2022). Understanding the effects of Environment, Social, and Governance conduct on financial performance: Arguments for a process and integrated modelling approach. Sustainable Technology and Entrepreneurship, 1(1), 100004. [CrossRef]
- Levin, A., Lin, C.-F., & Chu, C.-S. J. (2002). Unit root tests in panel data: Asymptotic and finite-sample properties. Journal of Econometrics, 108(1), 1–24.
- Magubane, K., & Wesi, B. (2023). Measuring the impact of ESG investing on the stock performance of JSE-listed financial service providers during the Covid-19 pandemic. International Journal of Research in Business and Social Science (2147- 4478), 12(9), 303–312. [CrossRef]
- Maubane, P., Prinsloo, A., & Van Rooyen, N. (2014). Sustainability reporting patterns of companies listed on the Johannesburg securities exchange. Public Relations Review, 40(2), 153–160. [CrossRef]
- Mohammad, W. M. W., & Wasiuzzaman, S. (2021). Environmental, Social and Governance (ESG) disclosure, competitive advantage and performance of firms in Malaysia. Cleaner Environmental Systems, 2, 100015. [CrossRef]
- Naeem, N., Cankaya, S., & Bildik, R. (2022). Does ESG performance affect the financial performance of environmentally sensitive industries? A comparison between emerging and developed markets. Borsa Istanbul Review, 22, S128–S140.
- Narula, R., Rao, P., Kumar, S., & Matta, R. (2024). ESG scores and firm performance- evidence from emerging market. International Review of Economics & Finance, 89, 1170–1184. [CrossRef]
- Nguyen, D. T., Hoang, T. G., & Tran, H. G. (2022). Help or Hurt? The Impact of ESG on Firm Performance in S&P 500 Non-Financial Firms. Australasian Business, Accounting and Finance Journal, 16(2), 91–102. [CrossRef]
- Pastor, L., Stambaugh, R. F., & Taylor, L. A. (2022). Dissecting Green Returns. NBER Working Paper No. 28940, 28940.
- Pu, G. (2023). A non-linear assessment of ESG and firm performance relationship: Evidence from China. Economic Research-Ekonomska Istraživanja, 36(1), 2113336. [CrossRef]
- Pulino, S. C., Ciaburri, M., Magnanelli, B. S., & Nasta, L. (2022). Does ESG Disclosure Influence Firm Performance? Sustainability, 14(13), 7595. [CrossRef]
- Rahman, H. U., Zahid, M., & Al-Faryan, M. A. S. (2023). ESG and firm performance: The rarely explored moderation of sustainability strategy and top management commitment. Journal of Cleaner Production, 404, 136859. [CrossRef]
- Roodman, D. (2009). How to do Xtabond2: An Introduction to Difference and System GMM in Stata.
- Rossouw, J., & Styan, J. (2021). Steinhoff collapse: A failure of corporate governance. In Ownership and Governance of Companies (pp. 173–180). Routledge.
- Saini, N., Antil, A., Gunasekaran, A., Malik, K., & Balakumar, S. (2022). Environment-Social-Governance Disclosures nexus between Financial Performance: A Sustainable Value Chain Approach. Resources, Conservation and Recycling, 186, 106571. [CrossRef]
- Shaikh, I. (2022). ENVIRONMENTAL, SOCIAL, AND GOVERNANCE (ESG) PRACTICE AND FIRM PERFORMANCE: AN INTERNATIONAL EVIDENCE. Journal of Business Economics and Management, 23(1), 218–237. [CrossRef]
- Shakil, M. H., Mahmood, N., Tasnia, M., & Munim, Z. H. (2019). Do environmental, social and governance performance affect the financial performance of banks? A cross-country study of emerging market banks. Management of Environmental Quality: An International Journal, 30(6), 1331–1344. [CrossRef]
- Shanaev, S., & Ghimire, B. (2022). When ESG meets AAA: The effect of ESG rating changes on stock returns. Finance Research Letters, 46, 102302. [CrossRef]
- Stefanoni, S., & Voltes-Dorta, A. (2021). Technical efficiency of car manufacturers under environmental and sustainability pressures: A Data Envelopment Analysis approach. Journal of Cleaner Production, 311, 127589. [CrossRef]
- Tan, Y., & Zhu, Z. (2022). The effect of ESG rating events on corporate green innovation in China: The mediating role of financial constraints and managers’ environmental awareness. Technology in Society, 68, 101906. [CrossRef]
- Taplin, R. (2021). ESG and good corporate Governance in relation to the use of pension funds: Comparison between the United Kingdom and South Africa (the report). Interdisciplinary Journal of Economics and Business Law.
- Ullmann, A. A. (1985). Data in search of a theory: A critical examination of the relationships among social performance, social disclosure, and economic performance of US firms. Academy of Management Review, 10(3), 540–557.
- Viviers, S., & Els, G. (2017). Responsible investing in South Africa: Past, present and future.
- Wong, J. B., & Zhang, Q. (2022). Stock market reactions to adverse ESG disclosure via media channels. The British Accounting Review, 54(1), 101045. [CrossRef]
- Yoo, S., Keeley, A. R., & Managi, S. (2021). Does sustainability activities performance matter during financial crises? Investigating the case of COVID-19. Energy Policy, 155, 112330. [CrossRef]
- Yoon, B., Lee, J., & Byun, R. (2018). Does ESG Performance Enhance Firm Value? Evidence from Korea. Sustainability, 10(10), 3635. [CrossRef]
- Yoon, S., & Chun, D. (2022). The Effect of ESG on Management Efficiency: Focusing on the Moderating Effect of the Firm Size. Korean Management Review, 51(5), 1221–1241. [CrossRef]
- Zaiane, S., & Ellouze, D. (2023). Corporate social responsibility and firm financial performance: The moderating effects of size and industry sensitivity. Journal of Management and Governance, 27(4), 1147–1187.
| Variable | Expected Sign | Description |
|---|---|---|
| LMV | A log of a company's market value. Share price times the quantity of common shares equals market value (Ahmad et al., 2021; Saini et al., 2022). | |
| LEPS | A log of income per share for a company. Earnings per share (EPS) is net profit divided by the total number of ordinary shares. EPS is viewed as an annualised rate, and it may reflect the previous financial year (Ahmad et al., 2021; Lee & Suh, 2022). | |
| LESG | +/- | The log of the environmental, social, and governance (ESG) scores for companies based on equal-weighted rating illustrates how a company's financial and additional monetary well-being can be similarly weighted based on the information in the IRESS's economic, environmental, social, and corporate governance pillars. According to Ahmad et al. (2017), Alareeni & Hamdan (2020), Chen & Xie (2022), and Fain (2020), it replicates a balanced view of a company's performance in these four areas. |
| LENV | +/- | Log of the environment (ENV) score. This variable shows the environmental performance of a firm, it shows how well the company utilised environmental opportunities and avoided environmental risks that negatively impact living and non-living natural systems to generate long-term shareholder value (Ahmad et al., 2021; Saini et al., 2022). |
| LSOC | +/- | Log of social (SOC) score. This shows the ability of a company to generate loyalty and trust from customers, employees, and society at large. This variable reveals a company’s reputation and its social contract to operate, which are key determinants in long-term shareholder value creation (Ahmad et al., 2021; Saini et al., 2022). |
| LCG | +/- | Log of corporate governance (CG) score. This variable quantifies a firm’s systems, processes, and checks and balances aimed at ensuring the board and executives work in the best interest of long-term shareholders’ value (Ahmad et al., 2021). |
| LTA | + | Log of total assets (total assets) score. This is a proxy for firm size and is a summation of fixed assets, current assets, and long-term receivables (Ahmad et al., 2021; Chen & Xie, 2022; Saini et al., 2022) |
| LDA | +/- | A proxy for a company's financial leverage is the log of the debt-to-assets ratio (Ahmad et al., 2021; Fain, 2020; Saini et al., 2022). |
| LREV | + | Log of revenue (REV), this variable includes gross sales and other operating revenues of a company (Ahmad et al., 2021; Fain, 2020). |
| CAPS | +/- | Capital expenditure as a fraction of sales (CAPS). This variable is obtained by dividing capital spending by net sales or revenue multiplied by 100 (Ahmad et al., 2021; Saini et al., 2022). |
| ETR | - | Effective tax rate (ETR). This is formulated as income tax divided by profit before tax multiplied by 100 (Ahmad et al., 2021) |
| ESGH | + | This dummy parameter of high ESG accomplishing companies is derived from counters with ESG scores above 50% (Ahmad et al., 2021). |
| Variable | VIF | 1/VIF |
| InESG | 16.78 | 0.059604 |
| IneEnv | 4.66 | 0.214635 |
| InSoc | 4.63 | 0.215971 |
| InCG | 4.34 | 0.230584 |
| lnRevenue | 2.77 | 0.361481 |
| lnTot Assets | 2.01 | 0.497253 |
| lnEPS | 1.75 | 0.570196 |
| Debt-Asset ratio | 1.25 | 0.801581 |
| Effective tax rate | 1.12 | 0.892188 |
| Capex | 1.08 | 0.928588 |
| Mean VIF | 4.04 |
| Variables | (1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | (9) | (10) | (11) |
| (1) lnmcap | 1.000 | ||||||||||
| (2) lnEPSY | 0.058 | 1.000 | |||||||||
| (3) lnrevenue | 0.184* | 0.565* | 1.000 | ||||||||
| (4) ln_total_assets | 0.231* | 0.359* | 0.660* | 1.000 | |||||||
| (5) lnESG | 0.282* | 0.054 | 0.110* | 0.054 | 1.000 | ||||||
| (6) lnENV | 0.210* | -0.004 | 0.089 | -0.053 | 0.748* | 1.000 | |||||
| (7) lnSOC | 0.210* | 0.073 | 0.173* | 0.126* | 0.759* | 0.507* | 1.000 | ||||
| (8) lnCG | 0.137* | 0.083 | 0.102* | 0.117* | 0.785* | 0.218* | 0.239* | 1.000 | |||
| (9) capex | -0.054 | 0.016 | 0.071 | 0.067 | -0.066 | -0.120* | -0.109* | 0.004 | 1.000 | ||
| (10) eff_tax_rate | -0.067 | -0.187* | -0.061 | -0.070 | 0.062 | 0.055 | 0.059 | 0.024 | -0.071 | 1.000 | |
| (11) debt_asset_ra~o | 0.114* | -0.202* | -0.037 | -0.186* | 0.221* | 0.189* | 0.159* | 0.144* | -0.235* | 0.046 | 1.000 |
| * shows significance at p<0.05 | |||||||||||
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2025 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).