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Financial determinants of corporate credit ratings: An Indian evidence

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  • Rahul Gupta

Abstract

Credit rating is a vital tool in the hands of investors and other users. Standard mathematical formulas do not exist for determining credit ratings. Instead, rating agencies exercise their judgment and use their experience to determine what information is to be important in providing a rating. Thus, knowledge and understanding about factors influencing credit ratings is very crucial for companies being rated and other users. Most of the prior studies in related context have used developed countries' data, and the effect in emerging markets, especially in Indian context, is still unclear due to lack of such studies. So, this study attempts to identify the long‐term and short‐term financial determinants of credit ratings issued to Indian companies and examines their impact on credit ratings on the basis of panel data and cross‐sectional approaches. Ordered probit analysis is used with credit ratings as the dependent variable and six financial factors as the independent variables. Results indicate that size, profitability and leverage have a significant relationship with corporate credit ratings in both panel data and cross‐sectional approaches. Also, size has the highest impact on credit ratings followed by leverage and profitability in both the approaches. The major contribution of present study is that two different mathematical models are framed which have a reasonably well correct prediction percentage. These models can be used by the investors' academicians, practitioners and other users for predicting the rating categories of various companies and to get a fair idea about their creditworthiness and safety.

Suggested Citation

  • Rahul Gupta, 2023. "Financial determinants of corporate credit ratings: An Indian evidence," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 28(2), pages 1622-1637, April.
  • Handle: RePEc:wly:ijfiec:v:28:y:2023:i:2:p:1622-1637
    DOI: 10.1002/ijfe.2497
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    References listed on IDEAS

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    1. Creighton, Adam & Gower, Luke & Richards, Anthony J., 2007. "The impact of rating changes in Australian financial markets," Pacific-Basin Finance Journal, Elsevier, vol. 15(1), pages 1-17, January.
    2. Saurav Roychoudhury & Robert A. Lawson, 2010. "Economic freedom and sovereign credit ratings and default risk," Journal of Financial Economic Policy, Emerald Group Publishing Limited, vol. 2(2), pages 149-162, June.
    3. Aman, Hiroyuki & Nguyen, Pascal, 2013. "Does good governance matter to debtholders? Evidence from the credit ratings of Japanese firms," Research in International Business and Finance, Elsevier, vol. 29(C), pages 14-34.
    4. Segun Thompson Bolarinwa & Olufemi Bodunde Obembe, 2019. "Firm Size–Profitability Nexus: An Empirical Evidence from Nigerian Listed Financial Firms," Global Business Review, International Management Institute, vol. 20(5), pages 1109-1121, October.
    5. Najah Attig & Sadok El Ghoul & Omrane Guedhami & Jungwon Suh, 2013. "Corporate Social Responsibility and Credit Ratings," Journal of Business Ethics, Springer, vol. 117(4), pages 679-694, November.
    6. Saurav Roychoudhury & Robert A. Lawson, 2010. "Economic freedom and sovereign credit ratings and default risk," Journal of Financial Economic Policy, Emerald Group Publishing Limited, vol. 2(2), pages 149-162, June.
    7. Andreasen, Eugenia & Valenzuela, Patricio, 2016. "Financial openness, domestic financial development and credit ratings," Finance Research Letters, Elsevier, vol. 16(C), pages 11-18.
    8. repec:eme:mfppss:v:40:y:2014:i:9:p:903-927 is not listed on IDEAS
    9. Mike Adams & Bruce Burton & Philip Hardwick, 2003. "The Determinants of Credit Ratings in the United Kingdom Insurance Industry," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 30(3-4), pages 539-572.
    10. Rihab Grassa, 2016. "Corporate governance and credit rating in Islamic banks: Does Shariah governance matters?," Journal of Management & Governance, Springer;Accademia Italiana di Economia Aziendale (AIDEA), vol. 20(4), pages 875-906, December.
    11. Cantor, Richard, 2004. "An introduction to recent research on credit ratings," Journal of Banking & Finance, Elsevier, vol. 28(11), pages 2565-2573, November.
    12. Mike Adams & Bruce Burton & Philip Hardwick, 2003. "The Determinants of Credit Ratings in the United Kingdom Insurance Industry," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 30(3‐4), pages 539-572, April.
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