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Discrepancy and cross-regional bias in sovereign credit ratings: Analyzing the role of public debt

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  • Ben Hmiden, Oussama
  • Tatoutchoup, Didier
  • Nguimkeu, Pierre
  • Avelé, Donatien
Abstract
Differences in sovereign ratings from major credit rating agencies (CRAs) generate debate among scientists and practitioners, with prior literature attributing these discrepancies to subjective factors. Using panel data from 70 countries from 2011 to 2018, we examine whether the observed heterogeneity in CRAs' ratings can be associated with cross-regional discrimination. While sovereign ratings among leading Western agencies, S&P, Moody's, and Fitch (the Big Three), are statistically similar, they significantly differ from their main Asian counterpart (Dagong). These differences appear to be driven by how these agencies value the role of public debt, as discrepancies are especially larger for countries with a public debt ratio beyond the estimated threshold of 52.86%. In addition, while the Big Three tend to disadvantage Latin American and Eastern European countries, Dagong tends to disadvantage Western countries, Eastern Europe, the Middle East, and North Africa. This suggests significant biases against geopolitical remoteness.

Suggested Citation

  • Ben Hmiden, Oussama & Tatoutchoup, Didier & Nguimkeu, Pierre & Avelé, Donatien, 2024. "Discrepancy and cross-regional bias in sovereign credit ratings: Analyzing the role of public debt," Economic Modelling, Elsevier, vol. 131(C).
  • Handle: RePEc:eee:ecmode:v:131:y:2024:i:c:s0264999323004121
    DOI: 10.1016/j.econmod.2023.106600
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    1. Tennant, David F. & Tracey, Marlon R. & King, Damien W., 2020. "Sovereign credit rating: Evidence of bias against poor countries," The North American Journal of Economics and Finance, Elsevier, vol. 51(C).
    2. Yu-Li Huang & Chung-Hua Shen, 2015. "The Sovereign Effect on Bank Credit Ratings," Journal of Financial Services Research, Springer;Western Finance Association, vol. 47(3), pages 341-379, June.
    3. Graciela Kaminsky & Sergio L. Schmukler, 2002. "Emerging Market Instability: Do Sovereign Ratings Affect Country Risk and Stock Returns?," The World Bank Economic Review, World Bank, vol. 16(2), pages 171-195, August.
    4. Huang, He & Svec, Jiri & Wu, Eliza, 2021. "The game changer: Regulatory reform and multiple credit ratings," Journal of Banking & Finance, Elsevier, vol. 133(C).
    5. González, Andrés & Teräsvirta, Timo & van Dijk, Dick & Yang, Yukai, 2005. "Panel Smooth Transition Regression Models," SSE/EFI Working Paper Series in Economics and Finance 604, Stockholm School of Economics, revised 11 Oct 2017.
    6. Ben Hmiden, Oussama & Ben Cheikh, Nidhaleddine, 2016. "Debt-threshold effect in sovereign credit ratings: New evidence from nonlinear panel smooth transition models," Finance Research Letters, Elsevier, vol. 19(C), pages 273-278.
    7. Hansen, Bruce E., 1999. "Threshold effects in non-dynamic panels: Estimation, testing, and inference," Journal of Econometrics, Elsevier, vol. 93(2), pages 345-368, December.
    8. Richard Cantor & Frank Packer, 1996. "Sovereign risk assessment and agency credit ratings," European Financial Management, European Financial Management Association, vol. 2(2), pages 247-256, July.
    9. De Moor, Lieven & Luitel, Prabesh & Sercu, Piet & Vanpée, Rosanne, 2018. "Subjectivity in sovereign credit ratings," Journal of Banking & Finance, Elsevier, vol. 88(C), pages 366-392.
    10. Yigit Atilgan & Aloke (Al) Ghosh & Meng Yan & Jieying Zhang, 2015. "Cross‐Listed Bonds, Information Asymmetry, and Conservatism in Credit Ratings," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 47(5), pages 897-929, August.
    11. Raghav Dhawan & Fan Yu, 2015. "Are Credit Ratings Relevant in China’s Corporate Bond Market?," Chinese Economy, Taylor & Francis Journals, vol. 48(3), pages 235-250, May.
    12. Ferri, Giovanni & Liu, Li-Gang & Majnoni, Giovanni, 2001. "The role of rating agency assessments in less developed countries: Impact of the proposed Basel guidelines," Journal of Banking & Finance, Elsevier, vol. 25(1), pages 115-148, January.
    13. Huong Vu & Rasha Alsakka & Owain Gwilym, 2017. "What drives differences of opinion in sovereign ratings? The roles of information disclosure and political risk," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 22(3), pages 216-233, July.
    14. Alexander W. Butler & Larry Fauver, 2006. "Institutional Environment and Sovereign Credit Ratings," Financial Management, Financial Management Association International, vol. 35(3), pages 53-79, September.
    15. Rasha Alsakka & Owain ap Gwilym, 2012. "The Causes and Extent of Split Sovereign Credit Ratings in Emerging Markets," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 48(1), pages 4-24, January.
    16. Andreas Fuchs & Kai Gehring, 2017. "The Home Bias in Sovereign Ratings," Journal of the European Economic Association, European Economic Association, vol. 15(6), pages 1386-1423.
    17. Oaxaca, Ronald, 1973. "Male-Female Wage Differentials in Urban Labor Markets," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 14(3), pages 693-709, October.
    18. Abad, Pilar & Alsakka, Rasha & ap Gwilym, Owain, 2018. "The influence of rating levels and rating convergence on the spillover effects of sovereign credit actions," Journal of International Money and Finance, Elsevier, vol. 85(C), pages 40-57.
    19. Jiang, Xianfeng & Packer, Frank, 2019. "Credit ratings of Chinese firms by domestic and global agencies: Assessing the determinants and impact," Journal of Banking & Finance, Elsevier, vol. 105(C), pages 178-193.
    20. Boumparis, Periklis & Milas, Costas & Panagiotidis, Theodore, 2015. "Has the crisis affected the behavior of the rating agencies? Panel evidence from the Eurozone," Economics Letters, Elsevier, vol. 136(C), pages 118-124.
    21. Ağca, Şenay & Celasun, Oya, 2012. "Sovereign debt and corporate borrowing costs in emerging markets," Journal of International Economics, Elsevier, vol. 88(1), pages 198-208.
    22. Borensztein, Eduardo & Cowan, Kevin & Valenzuela, Patricio, 2013. "Sovereign ceilings “lite”? The impact of sovereign ratings on corporate ratings," Journal of Banking & Finance, Elsevier, vol. 37(11), pages 4014-4024.
    23. Toscano, Francesca, 2020. "Does the Dodd-Frank Act reduce the conflict of interests of credit rating agencies?," Journal of Corporate Finance, Elsevier, vol. 62(C).
    24. Bissoondoyal-Bheenick, Emawtee, 2005. "An analysis of the determinants of sovereign ratings," Global Finance Journal, Elsevier, vol. 15(3), pages 251-280, February.
    25. Winnie P. H. Poon & Junsoo Lee & Benton E. Gup, 2009. "Do Solicitations Matter in Bank Credit Ratings? Results from a Study of 72 Countries," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 41(2‐3), pages 285-314, March.
    26. Liping Zheng, 2012. "Are Sovereign Credit Ratings Objective? A Tale of Two Agencies," Journal of Applied Finance & Banking, SCIENPRESS Ltd, vol. 2(5), pages 1-3.
    27. John M. Griffin & Dragon Yongjun Tang, 2012. "Did Subjectivity Play a Role in CDO Credit Ratings?," Journal of Finance, American Finance Association, vol. 67(4), pages 1293-1328, August.
    28. Jansen, Eilev S & Terasvirta, Timo, 1996. "Testing Parameter Constancy and Super Exogeneity in Econometric Equations," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 58(4), pages 735-763, November.
    29. António Afonso & Pedro Gomes & Philipp Rother, 2011. "Short‐ and long‐run determinants of sovereign debt credit ratings," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 16(1), pages 1-15, January.
    30. Richard Cantor & Frank Packer, 1994. "The credit rating industry," Quarterly Review, Federal Reserve Bank of New York, vol. 19(Sum), pages 1-26.
    31. Alexander W. Butler, 2008. "Distance Still Matters: Evidence from Municipal Bond Underwriting," The Review of Financial Studies, Society for Financial Studies, vol. 21(2), pages 763-784, April.
    32. Alan S. Blinder, 1973. "Wage Discrimination: Reduced Form and Structural Estimates," Journal of Human Resources, University of Wisconsin Press, vol. 8(4), pages 436-455.
    33. Patrick Augustin & Hamid Boustanifar & Johannes Breckenfelder & Jan Schnitzler, 2018. "Sovereign to Corporate Risk Spillovers," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 50(5), pages 857-891, August.
    34. David F. Tennant & Marlon R. Tracey, 2016. "Sovereign Debt and Credit Rating Bias," Palgrave Macmillan Books, Palgrave Macmillan, number 978-1-137-39150-6, December.
    35. Dick van Dijk & Dennis Fok & Philip Hans Franses, 2005. "A multi-level panel STAR model for US manufacturing sectors," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 20(6), pages 811-827.
    36. Jorge, José, 2019. "Feedback effects between credit ratings and financial markets," Economic Modelling, Elsevier, vol. 80(C), pages 328-338.
    37. Agliardi, Elettra & Pinar, Mehmet & Stengos, Thanasis, 2014. "A sovereign risk index for the Eurozone based on stochastic dominance," Finance Research Letters, Elsevier, vol. 11(4), pages 375-384.
    38. Boumparis, Periklis & Milas, Costas & Panagiotidis, Theodore, 2019. "Non-performing loans and sovereign credit ratings," International Review of Financial Analysis, Elsevier, vol. 64(C), pages 301-314.
    39. Jess N. Cornaggia & Kimberly J. Cornaggia & Ryan D. Israelsen, 2020. "Where the Heart Is: Information Production and the Home Bias," Management Science, INFORMS, vol. 66(12), pages 5532-5557, December.
    40. Jess Cornaggia & Kimberly J. Cornaggia & Ryan D. Israelsen, 2018. "Credit Ratings and the Cost of Municipal Financing," The Review of Financial Studies, Society for Financial Studies, vol. 31(6), pages 2038-2079.
    41. Jess N. Cornaggia & Kimberly J. Cornaggia & John E. Hund, 2017. "Credit Ratings Across Asset Classes: A Long-Term Perspective," Review of Finance, European Finance Association, vol. 21(2), pages 465-509.
    42. Livingston, Miles & Poon, Winnie P.H. & Zhou, Lei, 2018. "Are Chinese credit ratings relevant? A study of the Chinese bond market and credit rating industry," Journal of Banking & Finance, Elsevier, vol. 87(C), pages 216-232.
    43. 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.
    44. Hill, Paula & Brooks, Robert & Faff, Robert, 2010. "Variations in sovereign credit quality assessments across rating agencies," Journal of Banking & Finance, Elsevier, vol. 34(6), pages 1327-1343, June.
    45. Park, Gitae & Lee, Ho-Young, 2018. "Opportunistic behaviors of credit rating agencies and bond issuers," Pacific-Basin Finance Journal, Elsevier, vol. 47(C), pages 39-59.
    46. Huseyin Ozturk*, 2014. "The origin of bias in sovereign credit ratings: reconciling agency views with institutional quality," Journal of Developing Areas, Tennessee State University, College of Business, vol. 48(4), pages 161-188, October-D.
    47. Basu, Kaushik & Sun, Haokun, 2022. "The power and influence of rating agencies with insights into their misuse," Economic Modelling, Elsevier, vol. 109(C).
    48. Heitor Almeida & Igor Cunha & Miguel A. Ferreira & Felipe Restrepo, 2017. "The Real Effects of Credit Ratings: The Sovereign Ceiling Channel," Journal of Finance, American Finance Association, vol. 72(1), pages 249-290, February.
    49. Mark S. Seasholes & Ning Zhu, 2010. "Individual Investors and Local Bias," Journal of Finance, American Finance Association, vol. 65(5), pages 1987-2010, October.
    50. Daniel R. Vernazza & Erik F. Nielsen, 2015. "The Damaging Bias of Sovereign Ratings," Economic Notes, Banca Monte dei Paschi di Siena SpA, vol. 44(2), pages 361-408, July.
    51. Polito, Vito & Wickens, Michael, 2015. "Sovereign credit ratings in the European Union: A model-based fiscal analysis," European Economic Review, Elsevier, vol. 78(C), pages 220-247.
    52. Ismail, Ashraf & Oh, Seunghack & Arsyad, Nuruzzaman, 2015. "Split ratings and debt-signaling in bond markets: A note," Review of Financial Economics, Elsevier, vol. 24(C), pages 36-41.
    53. Erdem, Orhan & Varli, Yusuf, 2014. "Understanding the sovereign credit ratings of emerging markets," Emerging Markets Review, Elsevier, vol. 20(C), pages 42-57.
    54. Richard Cantor & Frank Packer, 1996. "Determinants and impact of sovereign credit ratings," Economic Policy Review, Federal Reserve Bank of New York, vol. 2(Oct), pages 37-53.
    55. Chunping Bush, 2021. "The Rise and Fall of Dagong Global Credit Rating Agency: A Geopolitical Challenge for the Rating Industry," Journal of Financial Regulation, Oxford University Press, vol. 7(2), pages 319-324.
    56. Ashraf Ismail & Seunghack Oh & Nuruzzaman Arsyad, 2015. "Split ratings and debt‐signaling in bond markets: A note," Review of Financial Economics, John Wiley & Sons, vol. 24(1), pages 36-41, January.
    57. Manuel Adelino & Miguel A. Ferreira, 2016. "Bank Ratings and Lending Supply: Evidence from Sovereign Downgrades," The Review of Financial Studies, Society for Financial Studies, vol. 29(7), pages 1709-1746.
    58. Poon, Winnie P.H. & Chan, Kam C., 2008. "An empirical examination of the informational content of credit ratings in China," Journal of Business Research, Elsevier, vol. 61(7), pages 790-797, July.
    59. Bernhard Bartels, 2019. "Why rating agencies disagree on sovereign ratings," Empirical Economics, Springer, vol. 57(5), pages 1677-1703, November.
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    More about this item

    Keywords

    Sovereign credit ratings; Credit rating agencies; Discrimination; Panel smooth transition regression models;
    All these keywords.

    JEL classification:

    • G24 - Financial Economics - - Financial Institutions and Services - - - Investment Banking; Venture Capital; Brokerage
    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets
    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models

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