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Modelling sovereign credit ratings and assessing the impartiality: A case study of China

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  • Min Su

Abstract

The post-COVID-19 era presents a looming threat of global debt, elevating concerns regarding sovereign credit ratings worldwide. This study develops a new index system, divides the rating variables into long- and short-term factors, performs rating fitting and prediction, and investigates the fairness of China and relevant countries. Our findings reveal that sovereign credit ratings have a deterrent effect on the global financial market due to the ceiling effect and quasi-public goods characteristics. A high and stable credit rating demands long-term enhancements in economic fundamentals, budget balances, external surpluses, and overall solvency. Concurrently, effective short-term debt management strategies, including reduction, repayment, and swaps, are essential. Moreover, we introduce the concept of a "rating gap" to assess rating fairness, revealing both undervaluation and overvaluation among countries. Notably, China’s sovereign rating was underestimated between 2009 and 2011 and overestimated between 2013 and 2016. These findings underscore the criticality of government vigilance in monitoring sovereign debt and credit ratings to navigate potential post-COVID-19 sovereign debt crises.

Suggested Citation

  • Min Su, 2023. "Modelling sovereign credit ratings and assessing the impartiality: A case study of China," PLOS ONE, Public Library of Science, vol. 18(9), pages 1-26, September.
  • Handle: RePEc:plo:pone00:0289321
    DOI: 10.1371/journal.pone.0289321
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    1. 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.
    2. Mr. John Kiff & Sylwia Nowak & Miss Liliana B Schumacher, 2012. "Are Rating Agencies Powerful? An Investigation Into the Impact and Accuracy of Sovereign Ratings," IMF Working Papers 2012/023, International Monetary Fund.
    3. Stiglitz, Joseph E & Weiss, Andrew, 1992. "Asymmetric Information in Credit Markets and Its Implications for Macro-economics," Oxford Economic Papers, Oxford University Press, vol. 44(4), pages 694-724, October.
    4. Pineau, Edouard & Le, Phuong & Estran, Rémy, 2022. "Importance of ESG factors in sovereign credit ratings," Finance Research Letters, Elsevier, vol. 49(C).
    5. Burhan Kabadayi & Ahmet Alkan elik, 2015. "Determinants of Sovereign Ratings in Emerging Countries: A Qualitative, Dependent Variable Panel Data Analysis," International Journal of Economics and Financial Issues, Econjournals, vol. 5(3), pages 656-662.
    6. 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.
    7. Dilek Teker & Aynur Pala & Oya Kent, 2013. "Determination of Sovereign Rating: Factor Based Ordered Probit Models for Panel Data Analysis Modelling Framework," International Journal of Economics and Financial Issues, Econjournals, vol. 3(1), pages 122-132.
    8. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, December.
    9. 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.
    10. Chavanne, David, 2022. "Debt perceptions: fairness judgments of debt relief for individuals and countries," Behavioural Public Policy, Cambridge University Press, vol. 6(2), pages 283-302, April.
    11. Balakrishnan, Srinivasan & Koza, Mitchell P., 1993. "Information asymmetry, adverse selection and joint-ventures : Theory and evidence," Journal of Economic Behavior & Organization, Elsevier, vol. 20(1), pages 99-117, January.
    12. Kaminsky, Graciela L. & Schmukler, Sergio L., 1999. "What triggers market jitters?: A chronicle of the Asian crisis," Journal of International Money and Finance, Elsevier, vol. 18(4), pages 537-560, August.
    13. Baek, In-Mee & Bandopadhyaya, Arindam & Du, Chan, 2005. "Determinants of market-assessed sovereign risk: Economic fundamentals or market risk appetite?," Journal of International Money and Finance, Elsevier, vol. 24(4), pages 533-548, June.
    14. 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.
    15. Constantin Mellios & Eric Paget-Blanc, 2006. "Which factors determine sovereign credit ratings?," The European Journal of Finance, Taylor & Francis Journals, vol. 12(4), pages 361-377.
    16. Brooks, Robert & Faff, Robert W. & Hillier, David & Hillier, Joseph, 2004. "The national market impact of sovereign rating changes," Journal of Banking & Finance, Elsevier, vol. 28(1), pages 233-250, January.
    17. Agliardi, Elettra & Agliardi, Rossella & Pinar, Mehmet & Stengos, Thanasis & Topaloglou, Nikolas, 2012. "A new country risk index for emerging markets: A stochastic dominance approach," Journal of Empirical Finance, Elsevier, vol. 19(5), pages 741-761.
    18. Misheck Mutize & McBride Peter Nkhalamba, 2021. "International credit rating agencies in Africa: perceptions, trends and challenges," International Journal of Sustainable Economy, Inderscience Enterprises Ltd, vol. 13(1), pages 55-71.
    19. Jens Hilscher & Yves Nosbusch, 2010. "Determinants of Sovereign Risk: Macroeconomic Fundamentals and the Pricing of Sovereign Debt," Review of Finance, European Finance Association, vol. 14(2), pages 235-262.
    20. repec:bla:intfin:v:2:y:1999:i:2:p:273-93 is not listed on IDEAS
    21. 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.
    22. G. Ferri & L.-G. Liu & J. E. Stiglitz, 1999. "The Procyclical Role of Rating Agencies: Evidence from the East Asian Crisis," Economic Notes, Banca Monte dei Paschi di Siena SpA, vol. 28(3), pages 335-355, November.
    23. 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.
    24. Helmut Reisen & Julia Von Maltzan, 1999. "Boom and Bust and Sovereign Ratings," International Finance, Wiley Blackwell, vol. 2(2), pages 273-293, July.
    25. Tran, Yen & Vu, Huong & Klusak, Patrycja & Kraemer, Moritz & Hoang, Tri, 2021. "Sovereign credit ratings during the COVID-19 pandemic," International Review of Financial Analysis, Elsevier, vol. 78(C).
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