A Research on the Relationship between ESG Performance of Companies and Systematic Risk
Year 2025,
Volume: 12 Issue: 1, 348 - 362, 31.03.2025
Zühal Arslan
,
Mehmet Levent Erdaş
,
Gamze Göçmen Yağcılar
Abstract
Today, companies have started to focus on sustainability efforts to maximize market value and reduce risks. One of the measures used to express the sustainability performance of companies is environmental, social and governance (ESG) scores. High ESG performance is expected to contribute to the systematic risk reduction by lowering the cost of capital, therby increasing market value. This study aims to analyze this relationship for companies traded in Borsa Istanbul that possess ESG ratings. Findings reveal that ESG components have a long-term relationship with the Beta coefficient, which represents systematic risk. In addition, causality tests produce significant findings and a bidirectional causality relationship was detected between the corporate governance score and beta coefficient. When evaluating the results within the scope of environmental and social scores, the causality relationships from ESG environmental and social scores to the beta coefficient are determined. These results offer insights into how sustainability practices can contribute to firms' risk management processes.
Ethical Statement
Ethics Committee approval was not required for this study.
The authors declare that the study was conducted in accordance with research and publication ethics.
The authors confirm that no part of the study was generated, either wholly or in part, using Artificial Intelligence (AI) tools.
The authors affirm that there are no financial conflicts of interest involving any institution, organization, or individual associated with this article. Additionally, there are no conflicts of interest among the authors.
The authors affirm that they contributed equally to all aspects of the research.
References
- Aevoae, G. M., Andrieș, A. M., Ongena, S., & Sprincean, N. (2023). ESG and systemic risk. Applied Economics, 55(27), 3085-3109. https://doi.org/10.1080/00036846.2022.2108752
- Albuquerque, R. A., Koskinen, Y., & Zhang, C. (2019). Corporate social responsibility and firm risk: Theory and empirical evidence. Management Science, 65(10), 4451-4469. https://doi.org/10.1287/mnsc.2018.3043
- Annisa, A. N., & Hartanti, D. (2021, May). The impact of environmental, social, and governance performance on firm risk in the Asean-5 countries, 2011-2017. Advances in Social Science, Education and Humanities Research, (558), 625-634. http://dx.doi.org/10.2991/assehr.k.210531.078
- Anwer, Z., Goodell, J. W., Migliavacca, M., & Paltrinieri, A. (2023). Does ESG impact systemic risk? Evidencing an inverted U-shape relationship for major energy firms. Journal of Economic Behavior and Organizastion, 216, 10-25. https://doi.org/10.1016/j.jebo.2023.10.011
- Aplanet (2023). Understanding ESG risks and their impact on businesses. https://aplanet.org/resources/esg-risks/
- Baltagi, B. H., Feng, Q., & Kao, C., (2012). A Lagrange Multiplier test for cross-sectional dependence in a fixed effects panel data model, Journal of Econometrics, 170(1), 164-177.
- Benlemlih, M., Shaukat, A., Qiu, Y., & Trojanowski, G. (2018). Environmental and social disclosures and firm risk. Journal of Business Ethics, 152, 613-626. https://doi.org/10.1007/sl0551-016-3285-5
- Borak, M., & Doğukanlı, H. (2022). Kurumsal sosyal sorumluluk ve firma riski: Borsa İstanbul’da bir uygulama. BDDK Bankacılık ve Finansal Piyasalar Dergisi, 16(1), 87-106. https://doi.org/10.46520/bddkdergisi.1095681
- Breusch, T. S., & Pagan, A. R. (1980). The Lagrange Multiplier test and its applications to model specification in econometrics. The Review of Economic Studies, 47(1), 239-253. https://doi.org/10.2307/2297111
- Cerqueti, R., Ciciretti, R., Dalò, A., & Nicolosi, M. (2021). ESG investing: A chance to reduce systemic risk. Journal of Financial Stability, (54), 1-13. https://doi.org/10.1016/j.jfs.2021.100887
- Cohen, G. (2023). ESG risks and corporate survival. Environment Systems and Decisions, 43, 16-21. https://doi.org/10.1007/s10669-022-09886-8
- Cornell, B. (2021). ESG preferences, risk and return. European Financial Management, 27(1), 12-19. https://doi.org/10.1111/eufm.12295
- Dumitrescu, E. I., & Hurlin, C. (2012). Testing for Granger non-causality in heterogeneous panels. Economic Modelling, 29(4), 1450-1460. https://doi.org/10.1016/j.econmod.2012.02.014
- Ding, L., Cui, Z., & Li, J. (2024). Risk management and corporate ESG performance: The mediating effect of financial performance. Finance Research Letters, 69, 106274. https://doi.org/10.1016/j.frl.2024.106274
- Dorfleitner, G., Halbritter, G., & Nguyen, M. (2015). Measuring the level and risk of corporate responsibility–An empirical comparison of different ESG rating approaches. Journal of Asset Management, 16, 450-466. https://doi.org/10.1057/jam.2015.31
- Eccles, R. G., Ioannou, I., & Serafeim, G. (2014). The impact of corporate sustainability on organizational processes and performance. Management Science, 60(11), 2835-2857. https://doi.org/10.1287/mnsc.2014.1984
- El Ghoul, S., Guedhami, O., Kwok, C. C. Y., & Mishra, D. R. (2011). Does corporate social responsibility affect the cost of capital?. Journal of Banking & Finance, 35(9), 2388-2406. https://doi.org/10.1016/j.jbankfin.2011.02.007
- Emirmahmutoglu, F., & Kose, N. (2011). Testing for Granger causality in heterogeneous mixed panels, Economic Modelling, 28(3), 870-876, https://doi.org/10.1016/j.econmod.2010.10.018
- Eratalay, M. H., & Cortés Ángel, A. P. (2022). The impact of ESG ratings on the systemic risk of European blue-chip firms. Journal of Risk and Financial Management, 15(4), 1-41. https://doi.org/10.3390/jrfm15040153
- Farah, T., Li, J., Li, Z., & Shamsuddin, A. (2021). The non-linear effect of CSR on firms’ systematic risk: International evidence. Journal of International Financial Markets, Institutions and Money, 71, 1-21. https://doi.org/10.1016/j.intfin.2021.101288
- Folqué, M., Escrig‐Olmedo, E., & Santamaría, T. C. (2021). Sustainable development and financial system: Integrating ESG risks through sustainable investment strategies in a climate change context. Sustainable Development, 29(5), 876-890. https://doi.org/10.1002/sd.2181
- Galletta, S., & Mazzù, S. (2023). ESG controversies and bank risk taking. Business Strategy and the Environment, 32(1), 274-288. https://doi.org/10.1002/bse.3129
- Giese, G., Lee, L-E., Melas, D., Nagy, Z., & Nishikawa, L. (2019). Foundations of ESG ınvesting: How ESG affects equity valuation, risk, and performance. The Journal of Portfolio Management, 45(5), 1-15.
- Gregory, A., Tharyan, R., & Whittaker, J. (2014). Corporate social responsibility and firm value: Disaggregating the effects on cash flow, risk and growth. Journal of business ethics, 124, 633-657. https://doi.org/10.1007/s10551-013-1898-5
- Hsiao, K. H. (2003). Analysis of panel data (2. bs.). Cambridge University Press. https://doi.org/10.1007/978-3-319-02009-9_1
- Huang, H. H., Kerstein, J., & Wang, C. (2018). The impact of climate risk on firm performance and financing choices: An international comparison. Journal of International Business Studies, 49, 633–656.
- Hübel, B., & Scholz, H. (2020). Integrating sustainability risks in asset management: The role of ESG exposures and ESG ratings. Journal of Asset Management, 21(1), 52-69. http://dx.doi.org/10.2139/ssrn.3091666
- Jin, I. (2018). Is ESG a systematic risk factor for US equity mutual funds?. Journal of Sustainable Finance & Investment, 8(1), 72-93. https://doi.org/10.1080/20430795.2017.1395251
- Jacobsen, B., Lee, W., & Ma, C. (2019). The Alpha, Beta, and Sigma of ESG: Better Beta, additional Alpha?. The Journal of Portfolio Management, 45(6), 6-15. http://dx.doi.org/10.3905/jpm.2019.1.091
- Jo, H., & Na, H. (2012). Does CSR reduce firm risk? Evidence from controversial industry sectors. Journal of business ethics, 110, 441-456. https://doi.org/10.1007/s10551-012-1492-2
- Korinth, F., & Lueg, R. (2022). Corporate sustainability and risk management—The u-shaped relationships of disaggregated esg rating scores and risk in the German capital market. Sustainability, 14(9), 1-15. https://doi.org/10.3390/su14095735
- Landi, G. C., Iandolo, F., Renzi, A., & Rey, A. (2022). Embedding sustainability in risk management: The impact of environmental, social, and governance ratings on corporate financial risk. Corporate Social Responsibility and Environment Management, 29, 1096-1107. https://doi.org/10.1002/csr2256
- Luo, X., & Bhattacharya, C. B. (2009). The debate over doing good: Corporate social performance, strategic marketing levers, and firm-idiosyncratic risk. Journal of Marketing, 73(6), 198-213.
- Maiti, M. (2021). Is ESG the succeeding risk factor?. Journal of Sustainable Finance & Investment, 11(3), 199-213. https://doi.org/10.1080/20430795.2020.1723380
- Martín-Cervantes, P. A., & Valls Martínez, M. d. C. (2023). Unraveling the relationship between betas and ESG scores through the Random Forests methodology. Risk Management, 25(18), 18-29. https://doi.org/10.1057/s41283-023-00121-5
- Mikołajek-Gocejna, M. (2022). Systematic risk of ESG companies listed on the Polish capital market in 2019-2022. European Research Studies Journal, 25(2), 597-615.
- Pesaran, M. H. (2004). General diagnostic tests for cross section dependence in panels. Cambridge Working Papers in Economics, 435.
- Pesaran, M. H. (2021). General diagnostic tests for cross-sectional dependence in panels. Empirical Economics, 60, 13-50. https://doi.org/10.1007/s00181-020-01875-7
- Pesaran, M. H., Ullah, A., & Yamagata, T. (2008). A bias-adjusted LM test of error cross-section independence. Econometrics Journal, 11, 105-127.
- Pistolesi, F., & Teti, E. (2024). Shedding light on the relationship between ESG ratings and systematic risk. Finance Research Letters, 60, 104882. https://doi.org/10.1016/j.frl.2023.104882
- Rai, M. (2024). ESG Risks: What is ESG risk and why it’s important for risk management?. CarbonTrail. https://carbontrail.net/blog/esg-risks-what-is-esg-risk-and-why-its-important-for-risk-management/, Access: 25.11.2024
- Safdie, S. (2024). ESG risks: Definition, examples and assessment method. Greenly. https://greenly.earth/en-us/blog/company-guide/esg-risks-definition-examples-and-assessment-method
- Salama, A., Anderson, K., & Toms, J. S. (2011). Does community andenvironmental responsibility affect firm risk? Evidence from UK panel data 1994–2006. Business Ethics: A European Review. 20(2), 192-204. https://doi.org/10.1111/j.1467-8608.2011.01617.x
- Sassen, R., Hinze, A-K., & Hardeck, I. (2016). Impact of ESG factors on firm risk in Europe. Journal of Business Economics, 86, 867-904. https://doi.org/10.1007/s11573-016-0819-3
- Sharfman, M. P., & Fernando, C. S. (2008). Environmental risk management and the cost of capital. Strategic Management Journal, 29(6), 569-592. https://doi.org/10.1002/smj.678
- Wamba, L. D., Sahut, J-M., Braune, E., & Teulon, F. (2020). Does the optimization of a company's environmental performance reduce its systematic risk? New evidence from European listed companies. Corporate Social
Responsibility and Environmental Management, 27(4), 1677-1694. https://doi.org/10.1002/csr.1916
- Westerlund J., & Edgerton D. L. (2007) New improved tests for cointegration with structural breaks. Journal of Time Series Analysis, 28(2), 188-224.
- Westerlund, J., & Edgerton, D. L. (2008). A simple test for cointegration in dependent panels with structural breaks. Oxford Bulletin of Economics and Statistics, 70(5), 665–704. https://doi.org/10.1111/j.1468-0084.2008.00513.x
- Westerlund, J., & Hosseinkouchack, M. (2016). Modified CADF and CIPS panel unit root statistics with standard chi-squared and normal limiting distributions. Oxford Bulletin of Economics and Statistics, 78(3), 347–364. https://doi.org/10.1111/obes.12127
A Research on the Relationship between ESG Performance of Companies and Systematic Risk
Year 2025,
Volume: 12 Issue: 1, 348 - 362, 31.03.2025
Zühal Arslan
,
Mehmet Levent Erdaş
,
Gamze Göçmen Yağcılar
Abstract
Today, companies have started to focus on sustainability efforts to maximize market value and reduce risks. One of the measures used to express the sustainability performance of companies is environmental, social and governance (ESG) scores. High ESG performance is expected to contribute to the systematic risk reduction by lowering the cost of capital, therby increasing market value. This study aims to analyze this relationship for companies traded in Borsa Istanbul that possess ESG ratings. Findings reveal that ESG components have a long-term relationship with the Beta coefficient, which represents systematic risk. In addition, causality tests produce significant findings and a bidirectional causality relationship was detected between the corporate governance score and beta coefficient. When evaluating the results within the scope of environmental and social scores, the causality relationships from ESG environmental and social scores to the beta coefficient are determined. These results offer insights into how sustainability practices can contribute to firms' risk management processes.
Ethical Statement
Ethics Committee approval was not required for this study.
The authors declare that the study was conducted in accordance with research and publication ethics.
The authors confirm that no part of the study was generated, either wholly or in part, using Artificial Intelligence (AI) tools.
The authors affirm that there are no financial conflicts of interest involving any institution, organization, or individual associated with this article. Additionally, there are no conflicts of interest among the authors.
The authors affirm that they contributed equally to all aspects of the research.
References
- Aevoae, G. M., Andrieș, A. M., Ongena, S., & Sprincean, N. (2023). ESG and systemic risk. Applied Economics, 55(27), 3085-3109. https://doi.org/10.1080/00036846.2022.2108752
- Albuquerque, R. A., Koskinen, Y., & Zhang, C. (2019). Corporate social responsibility and firm risk: Theory and empirical evidence. Management Science, 65(10), 4451-4469. https://doi.org/10.1287/mnsc.2018.3043
- Annisa, A. N., & Hartanti, D. (2021, May). The impact of environmental, social, and governance performance on firm risk in the Asean-5 countries, 2011-2017. Advances in Social Science, Education and Humanities Research, (558), 625-634. http://dx.doi.org/10.2991/assehr.k.210531.078
- Anwer, Z., Goodell, J. W., Migliavacca, M., & Paltrinieri, A. (2023). Does ESG impact systemic risk? Evidencing an inverted U-shape relationship for major energy firms. Journal of Economic Behavior and Organizastion, 216, 10-25. https://doi.org/10.1016/j.jebo.2023.10.011
- Aplanet (2023). Understanding ESG risks and their impact on businesses. https://aplanet.org/resources/esg-risks/
- Baltagi, B. H., Feng, Q., & Kao, C., (2012). A Lagrange Multiplier test for cross-sectional dependence in a fixed effects panel data model, Journal of Econometrics, 170(1), 164-177.
- Benlemlih, M., Shaukat, A., Qiu, Y., & Trojanowski, G. (2018). Environmental and social disclosures and firm risk. Journal of Business Ethics, 152, 613-626. https://doi.org/10.1007/sl0551-016-3285-5
- Borak, M., & Doğukanlı, H. (2022). Kurumsal sosyal sorumluluk ve firma riski: Borsa İstanbul’da bir uygulama. BDDK Bankacılık ve Finansal Piyasalar Dergisi, 16(1), 87-106. https://doi.org/10.46520/bddkdergisi.1095681
- Breusch, T. S., & Pagan, A. R. (1980). The Lagrange Multiplier test and its applications to model specification in econometrics. The Review of Economic Studies, 47(1), 239-253. https://doi.org/10.2307/2297111
- Cerqueti, R., Ciciretti, R., Dalò, A., & Nicolosi, M. (2021). ESG investing: A chance to reduce systemic risk. Journal of Financial Stability, (54), 1-13. https://doi.org/10.1016/j.jfs.2021.100887
- Cohen, G. (2023). ESG risks and corporate survival. Environment Systems and Decisions, 43, 16-21. https://doi.org/10.1007/s10669-022-09886-8
- Cornell, B. (2021). ESG preferences, risk and return. European Financial Management, 27(1), 12-19. https://doi.org/10.1111/eufm.12295
- Dumitrescu, E. I., & Hurlin, C. (2012). Testing for Granger non-causality in heterogeneous panels. Economic Modelling, 29(4), 1450-1460. https://doi.org/10.1016/j.econmod.2012.02.014
- Ding, L., Cui, Z., & Li, J. (2024). Risk management and corporate ESG performance: The mediating effect of financial performance. Finance Research Letters, 69, 106274. https://doi.org/10.1016/j.frl.2024.106274
- Dorfleitner, G., Halbritter, G., & Nguyen, M. (2015). Measuring the level and risk of corporate responsibility–An empirical comparison of different ESG rating approaches. Journal of Asset Management, 16, 450-466. https://doi.org/10.1057/jam.2015.31
- Eccles, R. G., Ioannou, I., & Serafeim, G. (2014). The impact of corporate sustainability on organizational processes and performance. Management Science, 60(11), 2835-2857. https://doi.org/10.1287/mnsc.2014.1984
- El Ghoul, S., Guedhami, O., Kwok, C. C. Y., & Mishra, D. R. (2011). Does corporate social responsibility affect the cost of capital?. Journal of Banking & Finance, 35(9), 2388-2406. https://doi.org/10.1016/j.jbankfin.2011.02.007
- Emirmahmutoglu, F., & Kose, N. (2011). Testing for Granger causality in heterogeneous mixed panels, Economic Modelling, 28(3), 870-876, https://doi.org/10.1016/j.econmod.2010.10.018
- Eratalay, M. H., & Cortés Ángel, A. P. (2022). The impact of ESG ratings on the systemic risk of European blue-chip firms. Journal of Risk and Financial Management, 15(4), 1-41. https://doi.org/10.3390/jrfm15040153
- Farah, T., Li, J., Li, Z., & Shamsuddin, A. (2021). The non-linear effect of CSR on firms’ systematic risk: International evidence. Journal of International Financial Markets, Institutions and Money, 71, 1-21. https://doi.org/10.1016/j.intfin.2021.101288
- Folqué, M., Escrig‐Olmedo, E., & Santamaría, T. C. (2021). Sustainable development and financial system: Integrating ESG risks through sustainable investment strategies in a climate change context. Sustainable Development, 29(5), 876-890. https://doi.org/10.1002/sd.2181
- Galletta, S., & Mazzù, S. (2023). ESG controversies and bank risk taking. Business Strategy and the Environment, 32(1), 274-288. https://doi.org/10.1002/bse.3129
- Giese, G., Lee, L-E., Melas, D., Nagy, Z., & Nishikawa, L. (2019). Foundations of ESG ınvesting: How ESG affects equity valuation, risk, and performance. The Journal of Portfolio Management, 45(5), 1-15.
- Gregory, A., Tharyan, R., & Whittaker, J. (2014). Corporate social responsibility and firm value: Disaggregating the effects on cash flow, risk and growth. Journal of business ethics, 124, 633-657. https://doi.org/10.1007/s10551-013-1898-5
- Hsiao, K. H. (2003). Analysis of panel data (2. bs.). Cambridge University Press. https://doi.org/10.1007/978-3-319-02009-9_1
- Huang, H. H., Kerstein, J., & Wang, C. (2018). The impact of climate risk on firm performance and financing choices: An international comparison. Journal of International Business Studies, 49, 633–656.
- Hübel, B., & Scholz, H. (2020). Integrating sustainability risks in asset management: The role of ESG exposures and ESG ratings. Journal of Asset Management, 21(1), 52-69. http://dx.doi.org/10.2139/ssrn.3091666
- Jin, I. (2018). Is ESG a systematic risk factor for US equity mutual funds?. Journal of Sustainable Finance & Investment, 8(1), 72-93. https://doi.org/10.1080/20430795.2017.1395251
- Jacobsen, B., Lee, W., & Ma, C. (2019). The Alpha, Beta, and Sigma of ESG: Better Beta, additional Alpha?. The Journal of Portfolio Management, 45(6), 6-15. http://dx.doi.org/10.3905/jpm.2019.1.091
- Jo, H., & Na, H. (2012). Does CSR reduce firm risk? Evidence from controversial industry sectors. Journal of business ethics, 110, 441-456. https://doi.org/10.1007/s10551-012-1492-2
- Korinth, F., & Lueg, R. (2022). Corporate sustainability and risk management—The u-shaped relationships of disaggregated esg rating scores and risk in the German capital market. Sustainability, 14(9), 1-15. https://doi.org/10.3390/su14095735
- Landi, G. C., Iandolo, F., Renzi, A., & Rey, A. (2022). Embedding sustainability in risk management: The impact of environmental, social, and governance ratings on corporate financial risk. Corporate Social Responsibility and Environment Management, 29, 1096-1107. https://doi.org/10.1002/csr2256
- Luo, X., & Bhattacharya, C. B. (2009). The debate over doing good: Corporate social performance, strategic marketing levers, and firm-idiosyncratic risk. Journal of Marketing, 73(6), 198-213.
- Maiti, M. (2021). Is ESG the succeeding risk factor?. Journal of Sustainable Finance & Investment, 11(3), 199-213. https://doi.org/10.1080/20430795.2020.1723380
- Martín-Cervantes, P. A., & Valls Martínez, M. d. C. (2023). Unraveling the relationship between betas and ESG scores through the Random Forests methodology. Risk Management, 25(18), 18-29. https://doi.org/10.1057/s41283-023-00121-5
- Mikołajek-Gocejna, M. (2022). Systematic risk of ESG companies listed on the Polish capital market in 2019-2022. European Research Studies Journal, 25(2), 597-615.
- Pesaran, M. H. (2004). General diagnostic tests for cross section dependence in panels. Cambridge Working Papers in Economics, 435.
- Pesaran, M. H. (2021). General diagnostic tests for cross-sectional dependence in panels. Empirical Economics, 60, 13-50. https://doi.org/10.1007/s00181-020-01875-7
- Pesaran, M. H., Ullah, A., & Yamagata, T. (2008). A bias-adjusted LM test of error cross-section independence. Econometrics Journal, 11, 105-127.
- Pistolesi, F., & Teti, E. (2024). Shedding light on the relationship between ESG ratings and systematic risk. Finance Research Letters, 60, 104882. https://doi.org/10.1016/j.frl.2023.104882
- Rai, M. (2024). ESG Risks: What is ESG risk and why it’s important for risk management?. CarbonTrail. https://carbontrail.net/blog/esg-risks-what-is-esg-risk-and-why-its-important-for-risk-management/, Access: 25.11.2024
- Safdie, S. (2024). ESG risks: Definition, examples and assessment method. Greenly. https://greenly.earth/en-us/blog/company-guide/esg-risks-definition-examples-and-assessment-method
- Salama, A., Anderson, K., & Toms, J. S. (2011). Does community andenvironmental responsibility affect firm risk? Evidence from UK panel data 1994–2006. Business Ethics: A European Review. 20(2), 192-204. https://doi.org/10.1111/j.1467-8608.2011.01617.x
- Sassen, R., Hinze, A-K., & Hardeck, I. (2016). Impact of ESG factors on firm risk in Europe. Journal of Business Economics, 86, 867-904. https://doi.org/10.1007/s11573-016-0819-3
- Sharfman, M. P., & Fernando, C. S. (2008). Environmental risk management and the cost of capital. Strategic Management Journal, 29(6), 569-592. https://doi.org/10.1002/smj.678
- Wamba, L. D., Sahut, J-M., Braune, E., & Teulon, F. (2020). Does the optimization of a company's environmental performance reduce its systematic risk? New evidence from European listed companies. Corporate Social
Responsibility and Environmental Management, 27(4), 1677-1694. https://doi.org/10.1002/csr.1916
- Westerlund J., & Edgerton D. L. (2007) New improved tests for cointegration with structural breaks. Journal of Time Series Analysis, 28(2), 188-224.
- Westerlund, J., & Edgerton, D. L. (2008). A simple test for cointegration in dependent panels with structural breaks. Oxford Bulletin of Economics and Statistics, 70(5), 665–704. https://doi.org/10.1111/j.1468-0084.2008.00513.x
- Westerlund, J., & Hosseinkouchack, M. (2016). Modified CADF and CIPS panel unit root statistics with standard chi-squared and normal limiting distributions. Oxford Bulletin of Economics and Statistics, 78(3), 347–364. https://doi.org/10.1111/obes.12127