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Credit Rating as a Mechanism for Capital Structure Optimization: Empirical Evidence from Panel Data Analysis

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  • Faiza Sajjad

    (Department of Management Sciences, COMSATS Institute of Information Technology, Abbottabad 22010, Pakistan)

  • Muhammad Zakaria

    (Department of Management Sciences, COMSATS Institute of Information Technology, Islamabad 44000, Pakistan)

Abstract

This paper empirically examines the significance of credit ratings for optimal capital structure decisions. Non-financial Asian listed companies, evaluated by Standard and Poor’s, are selected from 2000 to 2016. Panel data analysis with pooled ordinary least square (OLS), fixed effect (FE), and generalized method of moment (GMM) estimation techniques are employed to test the effect of each credit rating scale on capital structure choices. For the problem of heteroskedasticity in OLS, the heteroskedastic white consistent variance is used for the best fit of the model. Findings of all estimation techniques show that the relationship between credit rating scales and leverage ratio is a non-linear inverted U shape. High- and low-rated companies have a low level of leverage, whereas mid-rated companies have a high level of leverage. It is evident that costs and benefits of each rating scale have a substantial effect on the behavior of a company’s choices for optimal capital structure. The study suggests that policymakers, investors, and financial officers should consider credit rating as an important measure of financing decisions.

Suggested Citation

  • Faiza Sajjad & Muhammad Zakaria, 2018. "Credit Rating as a Mechanism for Capital Structure Optimization: Empirical Evidence from Panel Data Analysis," IJFS, MDPI, vol. 6(1), pages 1-14, January.
    • Handle: RePEc:gam:jijfss:v:6:y:2018:i:1:p:13-:d:128713
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    References listed on IDEAS

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    1. Alexander B. Matthies, 2013. "Empirical Research on Corporate Credit-Ratings: A Literature Review," SFB 649 Discussion Papers SFB649DP2013-003, Sonderforschungsbereich 649, Humboldt University, Berlin, Germany.
    2. Hui Chen & Yu Xu & Jun Yang, 2012. "Systematic Risk, Debt Maturity, and the Term Structure of Credit Spreads," NBER Working Papers 18367, National Bureau of Economic Research, Inc.
    3. Mittoo, Usha R. & Zhang, Zhou, 2008. "The capital structure of multinational corporations: Canadian versus U.S. evidence," Journal of Corporate Finance, Elsevier, vol. 14(5), pages 706-720, December.
    4. Patrick Bolton & Xavier Freixas & Joel Shapiro, 2012. "The Credit Ratings Game," Journal of Finance, American Finance Association, vol. 67(1), pages 85-112, February.
    5. Öztekin, Özde & Flannery, Mark J., 2012. "Institutional determinants of capital structure adjustment speeds," Journal of Financial Economics, Elsevier, vol. 103(1), pages 88-112.
    6. Michael Faulkender & Mitchell A. Petersen, 2006. "Does the Source of Capital Affect Capital Structure?," The Review of Financial Studies, Society for Financial Studies, vol. 19(1), pages 45-79.
    7. Duff, Angus & Einig, Sandra, 2009. "Understanding credit ratings quality: Evidence from UK debt market participants," The British Accounting Review, Elsevier, vol. 41(2), pages 107-119.
    8. Kedia, Simi & Rajgopal, Shivaram & Zhou, Xing (Alex), 2017. "Large shareholders and credit ratings," Journal of Financial Economics, Elsevier, vol. 124(3), pages 632-653.
    9. Arnoud W. A. Boot & Todd T. Milbourn & Anjolein Schmeits, 2006. "Credit Ratings as Coordination Mechanisms," The Review of Financial Studies, Society for Financial Studies, vol. 19(1), pages 81-118.
    10. Frank, Murray Z. & Goyal, Vidhan K., 2003. "Testing the pecking order theory of capital structure," Journal of Financial Economics, Elsevier, vol. 67(2), pages 217-248, February.
    11. Franck Bancel & Usha R. Mittoo, 2004. "Cross-Country Determinants of Capital Structure Choice: A Survey of European Firms," Financial Management, Financial Management Association, vol. 33(4), Winter.
    12. Antoniou, Antonios & Guney, Yilmaz & Paudyal, Krishna, 2008. "The Determinants of Capital Structure: Capital Market-Oriented versus Bank-Oriented Institutions," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 43(1), pages 59-92, March.
    13. Darren J. Kisgen, 2006. "Credit Ratings and Capital Structure," Journal of Finance, American Finance Association, vol. 61(3), pages 1035-1072, June.
    14. Cantor, Richard, 2004. "An introduction to recent research on credit ratings," Journal of Banking & Finance, Elsevier, vol. 28(11), pages 2565-2573, November.
    15. Angilella, Silvia & Mazzù, Sebastiano, 2015. "The financing of innovative SMEs: A multicriteria credit rating model," European Journal of Operational Research, Elsevier, vol. 244(2), pages 540-554.
    16. Basil Al-Najjar & Mohammed M. Elgammal, 2013. "Innovation and credit ratings, does it matter? UK evidence," Applied Economics Letters, Taylor & Francis Journals, vol. 20(5), pages 428-431, March.
    17. Darren J. Kisgen & Philip E. Strahan, 2010. "Do Regulations Based on Credit Ratings Affect a Firm's Cost of Capital?," The Review of Financial Studies, Society for Financial Studies, vol. 23(12), pages 4324-4347, December.
    18. Douglas W. Diamond, 1991. "Debt Maturity Structure and Liquidity Risk," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(3), pages 709-737.
    19. Kisgen, Darren J., 2009. "Do Firms Target Credit Ratings or Leverage Levels?," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 44(6), pages 1323-1344, December.
    20. Michal Wojewodzki & Winnie P.H. Poon & Jianfu Shen, 2018. "The role of credit ratings on capital structure and its speed of adjustment: an international study," The European Journal of Finance, Taylor & Francis Journals, vol. 24(9), pages 735-760, June.
    21. Michael L. Lemmon & Michael R. Roberts & Jaime F. Zender, 2008. "Back to the Beginning: Persistence and the Cross‐Section of Corporate Capital Structure," Journal of Finance, American Finance Association, vol. 63(4), pages 1575-1608, August.
    22. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    23. Lu, Yang-Cheng & Wei, Yu-Chen & Chang, Tsang-Yao, 2015. "The effects and applicability of financial media reports on corporate default ratings," International Review of Economics & Finance, Elsevier, vol. 36(C), pages 69-87.
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    Cited by:

    1. Mundi, Hardeep Singh, 2022. "CEO social capital and capital structure complexity," Journal of Behavioral and Experimental Finance, Elsevier, vol. 35(C).
    2. Faiza Sajjad & Muhammad Zakaria, 2018. "Credit Ratings and Liquidity Risk for the Optimization of Debt Maturity Structure," JRFM, MDPI, vol. 11(2), pages 1-16, May.
    3. Kamran Ahmed Siddiqui & Ishtiaq Ahmed Bajwa & Faisal Al-Hudithi & Tarig Eltayeb & Asma Khatoon & Suliman Bawardi, 2021. "Entrepreneurs' opinion towards credit rating in Saudi Arabia," Entrepreneurship and Sustainability Issues, VsI Entrepreneurship and Sustainability Center, vol. 9(2), pages 186-197, December.
    4. Rana Abdelhafeez Feda, 2020. "The Impact of Credit Ratings on Firms Capital Structure," International Journal of Economics and Financial Issues, Econjournals, vol. 10(5), pages 92-101.

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