Does Corporate Governance Influence Firms’ Credit Ratings? Evidence from India
DOI:
https://doi.org/10.17010/ijf/2025/v19i1/174694Keywords:
credit rating
, corporate governance, board size, gender diversity, ordered probit regression.JEL Classification Codes
, G24, G30, G32, G34Paper Submission Date
, January 5, 2024, Paper sent back for Revision, August 26, Paper Acceptance Date, September 20, Paper Published Online, January 15, 2025Abstract
Purpose : Credit rating was an indicator of a firm’s creditworthiness, evaluated by rating agencies using firm-level characteristics combined with their judgment and experience. The literature hypothesized that a firm’s governance mechanism influenced its likelihood of default and the risk to debtholders. In this context, this study examined the impact of corporate governance on credit ratings.
Methodology : One hundred thirty-one non-financial Indian listed firms that received ratings from India’s top four credit rating agencies from 2011 to 2021 formed the study sample. Ordered probit regression and marginal effect analysis were used to investigate the influence of selected corporate governance variables on credit ratings.
Findings : The results revealed that increased board size, gender diversity, institutional investor ownership, promoter shareholding, and independence of audit and compensation committees make it more likely for firms to achieve higher credit ratings. In contrast, an increase in insider ownership and CEO role duality were associated with lower credit ratings. Board characteristics and ownership structure emerged as the most critical governance categories, with board size and gender diversity having the most significant impact on credit ratings.
Practical Implications : The findings demonstrated that good governance improves credit ratings, helping to mitigate the information asymmetry problem faced by investors.
Originality : The research provided evidence on less explored corporate governance factors in determining credit ratings in an emerging market like India.
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Adams, R. B., Almeida, H., & Ferreira, D. (2005). Powerful CEOs and their impact on corporate performance. The Review of Financial Studies, 18(4), 1403–1432. https://doi.org/10.1093/rfs/hhi030
Aman, H., & Nguyen, P. (2013). Does good governance matter to debtholders? Evidence from the credit ratings of Japanese firms. Research in International Business and Finance, 29, 14–34. https://doi.org/10.1016/j.ribaf.2013.02.002
Arora, T. S. (2020). Impact of corporate governance on credit ratings: An empirical study in the Indian context. Indian Journal of Corporate Governance, 13(2), 140–164. https://doi.org/10.1177/0974686220966808
Ashbaugh-Skaife, H., Collins, D. W., & LaFond, R. (2006). The effects of corporate governance on firms' credit ratings. Journal of Accounting and Economics, 42(1–2), 203–243. https://doi.org/10.1016/j.jacceco.2006.02.003
Attig, N., El Ghoul, S., Guedhami, O., & Suh, J. (2013). Corporate social responsibility and credit ratings. Journal of Business Ethics, 117, 679–694. https://doi.org/10.1007/s10551-013-1714-2
Baghai, R. P., Servaes, H., & Tamayo, A. (2014). Have rating agencies become more conservative? Implications for capital structure and debt pricing. The Journal of Finance, 69(5), 1961–2005. https://doi.org/10.1111/jofi.12153
Balakrishnan, C., & Mangaiyarkarasi, T. (2017). Study of competition among credit rating agencies in India. Available at SSRN. https://ssrn.com/abstract=3904169
Bansal, D., & Singh, S. (2022). Does board structure impact a firm's financial performance? Evidence from the Indian software sector. American Journal of Business, 37(1), 34–49. https://doi.org/10.1108/AJB-08-2020-0125
Bhojraj, S., & Sengupta, P. (2003). Effect of corporate governance on bond ratings and yields: The role of institutional investors and outside directors. The Journal of Business, 76(3), 455–475. https://doi.org/10.1086/344114
Branzei, O., Frooman, J., Mcknight, B., & Zietsma, C. (2018). What good does doing good do? The effect of bond rating analysts' corporate bias on investor reactions to changes in social responsibility. Journal of Business Ethics, 148, 183–203. https://doi.org/10.1007/s10551-016-3357-6
Chabowski, B., Chiang, W.-C., Deng, K., & Sun, L. (2019). Environmental inefficiency and bond credit rating. Journal of Economics and Business, 101, 17–37. https://doi.org/10.1016/j.jeconbus.2018.08.003
Cheng, M., & Subramanyam, K. R. (2008). Analyst following and credit ratings. Contemporary Accounting Research, 25(4), 1007–1044. https://doi.org/10.1506/car.25.4.3
Chintrakarn, P., Treepongkaruna, S., Jiraporn, P., & Lee, S. M. (2020). Do LGBT-supportive corporate policies improve credit ratings? An instrumental-variable analysis. Journal of Business Ethics, 162(1), 31–45. https://doi.org/10.1007/s10551-018-4009-9
de Souza Murcia, F. C., Dal-Ri Murcia, F., Rover, S., & Borba, J. A. (2014). The determinants of credit rating: Brazilian evidence. BAR-Brazilian Administration Review, 11(2), 188–209. https://doi.org/10.1590/S1807-76922014000200005
Dodd, C., & Hill, M. D. (2018). Determinants of REIT credit ratings. Journal of Real Estate Portfolio Management, 24(2), 181–199. https://doi.org/10.1080/10835547.2018.12090017
Driss, H., Drobetz, W., El Ghoul, S., & Guedhami, O. (2021). Institutional investment horizons, corporate governance, and credit ratings: International evidence. Journal of Corporate Finance, 67, Article ID 101874. https://doi.org/10.1016/j.jcorpfin.2020.101874
Earley, C. P., & Mosakowski, E. (2000). Creating hybrid team cultures: An empirical test of transnational team functioning. Academy of Management Journal, 43(1), 26–49. https://doi.org/10.5465/1556384
El-Khatib, R., & Joy, N. (2021). Do women directors improve firm performance and risk in India? The Quarterly Journal of Finance, 11(02), Article ID 2150006. https://doi.org/10.1142/S2010139221500063
Fauzi, F., & Locke, S. (2012). Board structure, ownership structure and firm performance: A study of New Zealand listed-firms. Asian Academy of Management Journal of Accounting and Finance, 8(2), 43–67. http://web.usm.my/journal/aamjaf/vol%208-2-2012/AAMJAF8-2-2012(43-67).pdf
Francis, B., Hasan, I., Park, J. C., & Wu, Q. (2015). Gender differences in financial reporting decision making: Evidence from accounting conservatism. Contemporary Accounting Research, 32(3), 1285–1318. https://doi.org/10.1111/1911-3846.12098
Gujarati, D. (2011). Econometrics by example. Palgrave Macmillan.
Guo, L., & Masulis, R. W. (2015). Board structure and monitoring: New evidence from CEO turnovers. The Review of Financial Studies, 28(10), 2770–2811. https://doi.org/10.1093/rfs/hhv038
Gupta, R. (2023). Financial determinants of corporate credit ratings: An Indian evidence. International Journal of Finance & Economics, 28(2), 1622–1637. https://doi.org/10.1002/ijfe.2497
Gupta, L., & Maurya, S. (2021). Board composition and underpricing: The role of business experts, support specialists, community influentials, and gender diversity. Indian Journal of Finance, 15(11), 8–24. https://doi.org/10.17010/ijf/2021/v15i11/160392
Hair Jr., J. F., Anderson, R. E., Tatham, R. L., & Black, W. C. (1998). Multivariate data analysis (5th ed.). Prentice Hall.
Haldar, A., & Rao, S. N. (2011). Empirical study on ownership structure and firm performance. Indian Journal of Corporate Governance, 4(2), 27–34. https://doi.org/10.1177/0974686220110203
Imhoff, E. A. (2003). Accounting quality, auditing and corporate governance. Accounting Horizons, 17(Suppl), 117–128.
Jain, S., Dhillon, L. K., Aggarwal, R., & Bagga, T. (2023). Corporate governance mechanism, ownership structure, and firm performance: Evidence from India. Indian Journal of Finance, 17(9), 25–40. https://doi.org/10.17010/ijf/2023/v17i9/173182
Kansil, R., & Singh, A. (2018). Institutional ownership and firm performance: Evidence from Indian panel data. International Journal of Business and Emerging Markets, 10(3), 250–269. https://doi.org/10.1504/IJBEM.2018.092993
Kar, B., & Jena, M. K. (2019). Performance and age of companies listed on the Bombay Stock Exchange. Indian Journal of Finance, 13(5), 52–67. https://doi.org/10.17010/ijf/2019/v13i5/144185
Kaur, J., Vij, M., & Chauhan, A. K. (2023a). Signals influencing corporate credit ratings — A systematic literature review. Decision, 50(1), 91–114. https://doi.org/10.1007/s40622-023-00341-4
Kaur, J., Vij, M., & Chauhan, A. K. (2023b). Intellectual structure, themes and disciplines of credit rating determination by rating agencies - A bibliometric analysis. American Journal of Finance and Accounting, 7(2), 125–144. https://doi.org/10.1504/AJFA.2023.134711
Kim, Y., & Hong, J. (2020). The relationship between female workforce participation and corporate bond credit ratings. Investment Management and Financial Innovations, 17(4), 33–43. https://doi.org/10.21511/imfi.17(4).2020.04
Kiran, A. S., & Ramesh, K. (2021). Impact of ownership structure on dividend policies of Indian non-financial firms. Indian Journal of Finance, 15(2), 49–61. https://doi.org/10.17010/ijf/2021/v15i2/157639
Klein, A. (2002). Audit committee, board of director characteristics, and earnings management. Journal of Accounting and Economics, 33(3), 375–400. https://doi.org/10.1016/S0165-4101(02)00059-9
Kumar, N., & Singh, J. P. (2013). Effect of board size and promoter ownership on firm value: Some empirical findings from India. Corporate Governance: The International Journal of Business in Society, 13(1), 88–98. https://doi.org/10.1108/14720701311302431
Lee, S. M., Jiraporn, P., Kim, Y. S., & Park, K. J. (2021). Do co-opted directors influence corporate risk-taking and credit ratings? The Quarterly Review of Economics and Finance, 79, 330–344. https://doi.org/10.1016/j.qref.2020.07.003
Lin, C.-M., Chen, C. C., Yang, S.-Y., & Wang, W.-R. (2020). The effects of corporate governance on credit ratings: The role of corporate social responsibility. Emerging Markets Finance and Trade, 56(5), 1093–1112. https://doi.org/10.1080/1540496X.2018.1512486
Lithin, B. M., Chakraborty, S., & Nikhil, M. N. (2023). Are liquidity and credit risk key determinants of corporate credit spreads (CCS) in India? Indian Journal of Finance, 17(6), 8–26. https://doi.org/10.17010/ijf/2023/v17i6/172773
Liu, Y., & Jiraporn, P. (2010). The effect of CEO power on bond ratings and yields. Journal of Empirical Finance, 17(4), 744–762. https://doi.org/10.1016/j.jempfin.2010.03.003
Nashier, T., & Gupta, A. (2016). The effect of institutional ownership on firm performance. The IUP Journal of Corporate Governance, 15(3), p. 36.
Pittman, J. A., & Fortin, S. (2004). Auditor choice and the cost of debt capital for newly public firms. Journal of Accounting and Economics, 37(1), 113–136. https://doi.org/10.1016/j.jacceco.2003.06.005
Ramesh, L., & Kamath, R. (2022). Audit tenure, audit fee, and audit quality: Evidence from India. Indian Journal of Finance, 16(5), 8–23. https://doi.org/10.17010/ijf/2022/v16i5/169515
Sarkar, J., & Sarkar, S. (2021). Corporate governance in India (1st ed.). SAGE Publications Pvt. Ltd.
Sharma, C., Singh, A., & Yadav, R. (2023). Impact of competition in credit rating industry: Evidence from India. SAGE Open, 13(1). https://doi.org/10.1177/21582440221135107
Shrivastav, S. M., & Kalsie, A. (2016). The relationship between CEO duality and firm performance: An analysis using panel data approach. The IUP Journal of Corporate Governance, 15(2), 37–58.
Singh, R. K., Sharma, M., Kumar, A., & Singh, Y. (2022). Corporate governance mechanism–financial performance nexus: Empirical evidence from Indian banks. Indian Journal of Finance, 16(7), 23–41. https://doi.org/10.17010/ijf/2022/v16i7/170633
Skousen, C. J., Song, X., & Sun, L. (2018). CEO network centrality and bond ratings. Advances in Accounting, 40, 42–60. https://doi.org/10.1016/j.adiac.2017.12.003
Srinidhi, B., Gul, F. A., & Tsui, J. (2011). Female directors and earnings quality. Contemporary Accounting Research, 28(5), 1610–1644. https://doi.org/10.1111/j.1911-3846.2011.01071.x
Thomas, A. E., Bhaumik, A., & Aruja, J. M. (2023). The impact of corporate governance practices on firm-level innovations and their market value: Empirical evidence from India. Indian Journal of Finance, 17(11), 26–39. https://doi.org/10.17010/ijf/2023/v17i11/170424
Venkataramanaiah, M., Latha, C. M., & Rao, K. S. (2018). Determinants of dividend policy in the Indian corporate sector: A study of companies listed on Nifty 50, NSE. Indian Journal of Finance, 12(1), 37–46. https://doi.org/10.17010/ijf/2018/v12i1/120740
Venkiteshwaran, V. (2014). Do asset sales affect firm credit risk? – Evidence from credit rating assignments. Managerial Finance, 40(9), 903–927. https://doi.org/10.1108/MF-09-2012-0196