Providing a Credit Rating Model Based on the Optimal level of Corporate Social Responsibility with Particle Aggregation Approach

Document Type : Original Article

Authors

1 PhD student, Finance - Financial Engineering, Department of Finance and Accounting, Faculty of Management and Economics, Science and Research Unit, Islamic Azad University, Tehran, Iran

2 Associate Professor, Department of Accounting, Central Tehran Branch, Islamic Azad University, Visiting Faculty of Management and Economics, Science and Research Unit, Islamic Azad University, Tehran, Iran

3 Associate Professor, Department of Accounting, Central Tehran Branch, Islamic Azad University, Tehran, Iran

Abstract

Companies are usually considered socially responsible when they voluntarily take actions that benefit not only their shareholders, but also broader groups of stakeholders as well as society at large. Firm that integrate various stakeholders’ interests in their business operations make better investments resulting in higher shareholder wealth and corporate value.Therefore, if a company is socially responsible, it benefits from superior chances, better execution, loyalty of stakeholders and better credit offers. Accordingly, if social responsibility activities are beneficial to the company, such a positive effect should be seen favorably by credit rating agencies. Therefore, this article aims to determine the optimal amount of social responsibility at different levels of credit rating in a sample of 101 companies admitted to the Tehran Stock Exchange For this purpose, first, using the emerging market score model, the credit rating of the investigated companies was calculated. In the next stage, companies with credit ratings were divided into three parts (health zone, doubt zone and helpless zone). Then, the research questions were analyzed using the particle aggregation optimization algorithm (PSO) in relation to the social responsibility of companies. The optimal results of particle aggregation algorithm indicate that social responsibility has a decisive role in different levels of credit rating in Tehran Stock Exchange. The results of the research clearly showed that the implementation of different aspects of social responsibility can lead to reducing the risk of default and increasing the different levels of credit rating in companies admitted to the Tehran Stock Exchange.

Keywords

Main Subjects


Ahmadvand, M; Rezaei, Sh; Tamaloki, H. (2018). Identification and explanation of the factors       determining the credit rating. Applied studies in management and development sciences, 1 (2), 135-154. [In Persian]
Ali Moradi Afshar, P. (2024) Investigating the impact of credit rating on the profitability of Iranian stock exchange companies using multiple regression, Budget and Finance Strategic Research Journal, 1 (4), 135-152. [In Persian]
Attig, N., Ghoul, S., Guedhami, O., &Suh, J. (2013). Corporate Social Responsibility and Credit Ratings. Journal of Business Ethics, 117(4), 679-694. R.
Altman, E., & Hotchkiss, E. (2005). Corporate Financial Distress and Bankruptcy: Predict and Avoid Bankruptcy, Analyze and Invest in Distressed Debt. New Yourk: John Wiley and Sons.
Ashbaugh-Skaife, H., Collins, D. W., & LaFond, R. (2006). The effects of corporate governance on firms’ credit ratings. Journal of Accounting and Economics, 42(1), 203-243.
Banaei ghadim, R; Vaez, A; Karimi, Z. (2022). The effect of social responsibility dimensions on the comparability of accounting information, Budget and Financial Strategic Research Journal, 4 (3), 11-45. [In Persian]
Bauer, R., Hann, D., (2010). Corporate environmental management and credit risk. Working Paper. Maastricht University, European Centre for Corporate Engagement (ECCE).
Batista, A., Muzammal,S., Nuno Neves,M., Muhammad,N., Jéssica,M., & João,R., (2021). Implications of Corporate Social Responsobility on Credit Rating: A Context of  Developing Economy. Academy of Strategic Management Journal.20.
Carroll, Archie B. (2004). Managing Ethically with Global Stakeholders: A Present a nd Future Challenge," Academy of Management Executive, 18(2), 114-120 .
Carroll, Archie B. (1991). The Pyramid of Corporate Social Responsibility: Toward the Moral Management of Corporate Stakeholders, Business Horizons.
Carroll, Archie B. (1991). Corporate Social ResponsibilityEvolution of a Definition al Construct Business and Socity, 38(3):21-34.
Dadashi, N; Pourali, M. (2023). The impact of social responsibility and risk-taking on the performance of companies according to the modifier variable of financial constraints. Quarterly Journal of Accounting and Management Auditing Knowledge, 41 (11), 145-158. [In Persian]
Dorfleitner,G., Greblera,J.,& Utz,S (2019). The Impact of Corporate Social and Environment Performance on Credit Rating Prediction: North America versus Europe . North America versus Europe . Journal of Risk (Forthcoming), Available at SSRN: https://ssrn.com/abstract=3568191
Dhaliwal, D., Zheng Li, O., Tsang, A., & Yang, Y.G. (2011). Voluntary Nonfinancial Disclosure and the Cost of Equity Capital: The Initiation of Corporate Social Responsibility Reporting. The Accounting Review, 86(1), 59-100.
Fabozzi,F.J, Wah Ng,P & Tunaru,D.E. (2022). The Impact of Corporate Social Responsibility on Corporate Financial Performance and Credit Ratings  in Japan. Risks Related to Environmental, Social and Governmental Issues (ESG). 3–19.
Ferrell, A., Liang, H., & Renneboog, L. (2016). Socially Responsible Firms. European Corporate Governance Institute - Finance Working Paper 432/2014. Retrieved from.
Faulkender, M., & Petersen, M. A. (2006). Does the Source of Capital Affect Capital Structure? The Review of Financial Studies, 19(1), 45-79.
Frooman, J., Zietsma, C., McKnight, B., (2008). There is no good reason not to be good. ASAC2008, Halifax, Nova Scotia.
Godfrey, P.C., (2005), The relationship between corporate philanthropy and shareholder wealth: a risk management perspective, Academy of Management Review 31, 329-46.
Goss, A., & Roberts, G.S. (2011). The Impact of Corporate Social Responsibility On the Cost of Bank Loans. Journal of Banking and Finance, 35, 1794–1810.
Ghoul SE, Guedhami O, Kwok CCY., & Mishra DR (2011) Does corporate social responsibility affect the cost of capital? J Bank Financ 35,2388–2406
Hajiha, V; Ghorbani, A. (2022). The effect of social responsibility on the credit rating of companies according to the moderating role of low-to-high volatility of stock returns. Journal of Accounting Knowledge, 2 (12), 105-121. [In Persian]
Jafari, M; Ahmadvand, M. (2016). Credit rating of companies admitted to Tehran Stock Exchange using emerging score approach. Journal of Economics and Business, 10 (6), 37-56. [In Persian]
Jiraporn, P., Jiraporn, N., Boeprasert, A. and K. Chang, (2014), Does corporate social responsibility improve credit ratings? Evidence from geographic identification, Financial Management 43, 505–31.
Jensen, M.C. & W. H. Mecking, (1976), Theory of the firm: managerial behavior, agency costs and ownership structure, Journal of Financial Economics 3(4), 305-60.
Khorramabadi, M; Lashgar Ara, S; Pour Gholamreza, N. (2023) Investigating the role of the quality of corporate governance on the relationship between corporate social responsibility and tax avoidance, Budget and Financial Strategic Research Journal, 1 (3), 97-125. [In Persian]
Kotsantonis, S., Pinney, C., & Serafeim, G. (2016). ESG Integration in Investment Management: Myths and Realities. Journal of Applied Corporate Finance, 28(2), 10–16.
Lioui, A., & M. Sisto, (2017), Corporate social responsibility and the cross section of stock returns. doi: https://dx.doi.org/10.2139/ssrn.2730722
Lin,C,M , Sheng Chen ,C, C , Sheng-Yung Yang , & Wan-Ru Wang. (2018). The Effects of Corporate Governance on Credit Ratings: The Role of Corporate Social Responsibility. Emerging Markets Finance & Trade. 1-20.
Mousavi, A; Rezaei, F; Shah Veisi, F. (2018). Explaining the social responsibility of companies and its effect on the qualitative characteristics of financial information. Management accounting scientific research quarterly, 33 (10), 89-108. [In Persian]
Murcia, F, C, S., Fernando, D, M., Suliani, R., & José, A, B, (2014), The Determinants of Credit Rating: Brazilian Evidence.Retrievedfrom.
Oikonomou, I., Brooks, C., Pavelin, S., (2014). The e↵ects of corporate social performance on the cost of corporate debt and credit ratings. Financial Review, 49, 49–75.
Sharifzadeh, H; Amjadi, N. (2015). A review of meta-exploratory algorithms in optimization. Journal of Modeling in Engineering, 38 (12), 27-43. [In Persian]
Turban, D.B., & Greening, D.W., (1997). Corporate social performance and organizational attractiveness to prospective employees. Academy of Management Journal ,40, 658–672.
Utz, S. (2018). Over‐investment or risk mitigation? Corporate social responsibility in Asia‐Pacific, Europe, Japan, and the United States. Review of Financial Economics, 36(2), 167-193.
Vazife Dost, H; Ahmadvand, M; Sadeh Vand, M . (2017). Examining the impact of corporate governance factors on credit rating in the form of the emerging market score model. Financial knowledge of securities analysis, 30 (9), 95-113. [In Persian]
Visser, W., & Tolhurst, N. (2010). The World Guide to CSR: A Country-by-Country Analysis of Corporate Sustainability and Responsibility. London: Greenleaf Publishing.
Wang, Danlin, (2020). The Relationship Between Credit Rating and Corporate Social Responsibility. doi: https://dx.doi.org/10.2139/ssrn.3583934