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How Important Is Corporate Social Responsibility for Corporate Financial Performance?: A Machine Learning Prediction and Model Interpretability Approach

Author

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  • Ephraim Kwashie Thompson
  • Samuel Buertey
  • So‐Yeun Kim

Abstract

Corporate social responsibility (CSR) has become central to corporate strategy, yet its impact on corporate financial performance (CFP) remains debated. Existing literature, which often relies on conventional statistical methods, overlooks the complex, nonlinear interactions between CSR and CFP. This study revisits the CSR‐CFP relationship by analyzing CSR's contribution to predicting CFP and identifying the most influential CSR dimensions on financial outcomes using interpretable machine learning models, specifically Shapley Additive Explanations (SHAP). Based on data from the South African market (2015–2019), the results show that while CSR influences CFP, its impact is less strong than other factors, such as firm characteristics, shareholding structures, and board attributes. Among CSR dimensions, governance exerts the strongest effect on CFP, positively impacting market value but negatively affecting profitability. These findings challenge the assumption that robust CSR practices always correlate with financial success, emphasizing the need for a deeper understanding of CSR's role in CFP and considering competing organizational and financial factors.

Suggested Citation

  • Ephraim Kwashie Thompson & Samuel Buertey & So‐Yeun Kim, 2026. "How Important Is Corporate Social Responsibility for Corporate Financial Performance?: A Machine Learning Prediction and Model Interpretability Approach," Business Ethics, the Environment & Responsibility, John Wiley & Sons, Ltd., vol. 35(2), pages 895-913, April.
    • Handle: RePEc:wly:buseth:v:35:y:2026:i:2:p:895-913
    DOI: 10.1111/beer.12820
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    References listed on IDEAS

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    1. Xueming Luo & Heli Wang & Sascha Raithel & Qinqin Zheng, 2015. "Corporate social performance, analyst stock recommendations, and firm future returns," Strategic Management Journal, Wiley Blackwell, vol. 36(1), pages 123-136, January.
    2. Ephraim Kwashie Thompson & Olivier Ashimwe & Samuel Buertey & So-Yeun Kim, 2022. "The value relevance of sustainability reporting: does assurance and the type of assurer matter?," Sustainability Accounting, Management and Policy Journal, Emerald Group Publishing Limited, vol. 13(4), pages 858-877, February.
    3. Bae, Kee-Hong & El Ghoul, Sadok & Gong, Zhaoran (Jason) & Guedhami, Omrane, 2021. "Does CSR matter in times of crisis? Evidence from the COVID-19 pandemic," Journal of Corporate Finance, Elsevier, vol. 67(C).
    4. Abagail McWilliams & Donald Siegel, 2000. "Corporate social responsibility and financial performance: correlation or misspecification?," Strategic Management Journal, Wiley Blackwell, vol. 21(5), pages 603-609, May.
    5. Niklas Bussmann & Paolo Giudici & Dimitri Marinelli & Jochen Papenbrock, 2021. "Explainable Machine Learning in Credit Risk Management," Computational Economics, Springer;Society for Computational Economics, vol. 57(1), pages 203-216, January.
    6. Slobodan Marić & Nemanja Berber & Agneš Slavić & Marko Aleksić, 2021. "The Mediating Role of Employee Commitment in the Relationship Between Corporate Social Responsibility and Firm Performance in Serbia," SAGE Open, , vol. 11(3), pages 21582440211, August.
    7. Bruna, Maria Giuseppina & Lahouel, Béchir Ben, 2022. "CSR & financial performance: Facing methodological and modeling issues commentary paper to the eponymous FRL article collection," Finance Research Letters, Elsevier, vol. 44(C).
    8. Maria Giuseppina Bruna & Rey Đặng & Aymen Ammari & L'Hocine Houanti, 2021. "The effect of board gender diversity on corporate social performance: An instrumental variable quantile regression approach," Post-Print hal-04455603, HAL.
    9. Kim, Yongtae & Li, Haidan & Li, Siqi, 2014. "Corporate social responsibility and stock price crash risk," Journal of Banking & Finance, Elsevier, vol. 43(C), pages 1-13.
    10. Bruna, Maria Giuseppina & Đặng, Rey & Ammari, Aymen & Houanti, L'Hocine, 2021. "The effect of board gender diversity on corporate social performance: An instrumental variable quantile regression approach," Finance Research Letters, Elsevier, vol. 40(C).
    11. Murya Habbash & Lara Haddad, 2019. "The impact of corporate social responsibility on earnings management practices: evidence from Saudi Arabia," Social Responsibility Journal, Emerald Group Publishing Limited, vol. 16(8), pages 1073-1085, August.
    12. Samuel Buertey & Richard Ramsawak & Raymond K. Dziwornu & Yong‐Seok Lee, 2024. "Corporate social responsibility and dividend payout policy in extraordinary time: Empirical study of South Africa," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 31(1), pages 514-527, January.
    13. Ferrell, Allen & Liang, Hao & Renneboog, Luc, 2016. "Socially responsible firms," Journal of Financial Economics, Elsevier, vol. 122(3), pages 585-606.
    14. Ephraim Kwashie Thompson & Samuel Buertey, 2023. "Which firms opt for corporate social responsibility assurance? A machine learning prediction," Business Ethics, the Environment & Responsibility, John Wiley & Sons, Ltd., vol. 32(2), pages 599-611, April.
    15. Hal R. Varian, 2014. "Big Data: New Tricks for Econometrics," Journal of Economic Perspectives, American Economic Association, vol. 28(2), pages 3-28, Spring.
    16. He, Feng & Qin, Shuqi & Liu, Yuanyuan & Wu, Ji (George), 2022. "CSR and idiosyncratic risk: Evidence from ESG information disclosure," Finance Research Letters, Elsevier, vol. 49(C).
    17. Ephraim Kwashie Thompson & Olivier Ashimwe & Samuel Buertey & So-Yeun Kim, 2022. "The value relevance of sustainability reporting: does assurance and the type of assurer matter?," Sustainability Accounting, Management and Policy Journal, Emerald Group Publishing Limited, vol. 13(4), pages 858-877, February.
    18. John A. List & Fatemeh Momeni, 2021. "When Corporate Social Responsibility Backfires: Evidence from a Natural Field Experiment," Management Science, INFORMS, vol. 67(1), pages 8-21, January.
    19. Rashid Zaman & Stephen Bahadar & Haroon Mahmood, 2021. "Corporate irresponsibility and stock price crash risk," International Review of Finance, International Review of Finance Ltd., vol. 21(3), pages 786-820, September.
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