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Herding Behaviour among Credit Rating Agencies

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  • Nicolas Jannone Bellot, MaLuisa Marti Selva, Leandro Garcia Menendez

    (njannone@tesoro.mineco.es)

Abstract

The aim of this paper is to identify the influence degree among the main rating agencies and the other variables that affect rating changes for sub-sovereign entities in Germany, Austria, Belgium, France, Italy and Spain, using a total of 32 territorial entities between 1996 and 2012. Due to the shortage of European sub-sovereigns with more than 2 ratings, we estimated six binary probit regressions as a combination of 3 rating agencies two to two. We conclude that Fitch is the most influential agency on the other two rating agencies, but Standard and Poor's is the leader. There are other relevant factors that explain the probability of change of rating but are less powerful with respect to the change of rating. Among the different specifications, the significant variables are almost always the same. Being a Spanish region, downgrades of country's rating, being a heavily indebted region or a weak budget performance, increase the probability of change of rating. Aging regions and rising unemployment or population growth rate also increase the likelihood of rating change. On the other hand, regions with high density, Level of Intergovernmental transfers to total revenue or Number of notches' changes by Moody's agency given for a specific region in a previous year, reduce the probability of change rating.

Suggested Citation

  • Nicolas Jannone Bellot, MaLuisa Marti Selva, Leandro Garcia Menendez, 2017. "Herding Behaviour among Credit Rating Agencies," Journal of Finance and Economics Research, Geist Science, Iqra University, Faculty of Business Administration, vol. 2(1), pages 56-83, March.
  • Handle: RePEc:gei:jnlfer:v:2:y:2017:i:1:p:56-83
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    References listed on IDEAS

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    1. Harald Hau & Sam Langfield & David Marques-Ibanez, 2013. "Bank ratings: what determines their quality? [Bank risk during the financial crisis: do business models matter?]," Economic Policy, CEPR;CES;MSH, vol. 28(74), pages 289-333.
    2. Patrick Bolton & Xavier Freixas & Joel Shapiro, 2012. "The Credit Ratings Game," Journal of Finance, American Finance Association, vol. 67(1), pages 85-112, February.
    3. Nelson Camanho & Pragyan Deb & Zijun Liu, 2010. "Credit Rating and Competition," FMG Discussion Papers dp653, Financial Markets Group.
    4. Rigobon, Roberto, 2002. "The curse of non-investment grade countries," Journal of Development Economics, Elsevier, vol. 69(2), pages 423-449, December.
    5. Bar-Isaac, Heski & Shapiro, Joel, 2013. "Ratings quality over the business cycle," Journal of Financial Economics, Elsevier, vol. 108(1), pages 62-78.
    6. Nickell, Pamela & Perraudin, William & Varotto, Simone, 2000. "Stability of rating transitions," Journal of Banking & Finance, Elsevier, vol. 24(1-2), pages 203-227, January.
    7. Norbert Gaillard, 2014. "What Is the Value of Sovereign Ratings?," German Economic Review, Verein für Socialpolitik, vol. 15(1), pages 208-224, February.
    8. Afonso, António & Furceri, Davide & Gomes, Pedro, 2012. "Sovereign credit ratings and financial markets linkages: Application to European data," Journal of International Money and Finance, Elsevier, vol. 31(3), pages 606-638.
    9. Al-Sakka, Rasha & ap Gwilym, Owain, 2009. "Heterogeneity of sovereign rating migrations in emerging countries," Emerging Markets Review, Elsevier, vol. 10(2), pages 151-165, June.
    10. António Afonso & Pedro Gomes, 2011. "Do Fiscal Imbalances Deteriorate Sovereign Debt Ratings ?," Revue économique, Presses de Sciences-Po, vol. 62(6), pages 1123-1134.
    11. Mr. Roberto Perrelli & Mr. Christian B. Mulder, 2001. "Foreign Currency Credit Ratings for Emerging Market Economies," IMF Working Papers 2001/191, International Monetary Fund.
    12. Antonio Afonso & Pedro Gomes & Philipp Rother, 2009. "Ordered response models for sovereign debt ratings," Applied Economics Letters, Taylor & Francis Journals, vol. 16(8), pages 769-773.
    13. Eduardo Cavallo & Andrew Powell & Roberto Rigobon, 2013. "Do Credit Rating Agencies Add Value? Evidence From The Sovereign Rating Business," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 18(3), pages 240-265, July.
    14. Reisen, Helmut & von Maltzan, Julia, 1999. "Boom and Bust and Sovereign Ratings," International Finance, Wiley Blackwell, vol. 2(2), pages 273-293, July.
    15. Mariano, Beatriz, 2012. "Market power and reputational concerns in the ratings industry," Journal of Banking & Finance, Elsevier, vol. 36(6), pages 1616-1626.
    16. Ponce, Jorge, 2012. "The quality of credit ratings: A two-sided market perspective," Economic Systems, Elsevier, vol. 36(2), pages 294-306.
    17. Bangia, Anil & Diebold, Francis X. & Kronimus, Andre & Schagen, Christian & Schuermann, Til, 2002. "Ratings migration and the business cycle, with application to credit portfolio stress testing," Journal of Banking & Finance, Elsevier, vol. 26(2-3), pages 445-474, March.
    18. Antonio Afonso, 2003. "Understanding the determinants of sovereign debt ratings: Evidence for the two leading agencies," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 27(1), pages 56-74, March.
    19. Brieuc Monfort & Mr. Christian B. Mulder, 2000. "Using Credit Ratings for Capital Requirementson Lending to Emerging Market Economies: Possible Impact of a New Basel Accord," IMF Working Papers 2000/069, International Monetary Fund.
    20. 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.
    21. Stella Cheung, 1996. "Provincial Credit Rating in Canada: An Ordered Probit Analysis," Staff Working Papers 96-6, Bank of Canada.
    22. Amato, Jeffery D. & Furfine, Craig H., 2004. "Are credit ratings procyclical?," Journal of Banking & Finance, Elsevier, vol. 28(11), pages 2641-2677, November.
    23. Mora, Nada, 2006. "Sovereign credit ratings: Guilty beyond reasonable doubt?," Journal of Banking & Finance, Elsevier, vol. 30(7), pages 2041-2062, July.
    24. 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.
    25. Stefano Lugo & Annalisa Croce & Robert Faff, 2015. "Herding Behavior and Rating Convergence among Credit Rating Agencies: Evidence from the Subprime Crisis," Review of Finance, European Finance Association, vol. 19(4), pages 1703-1731.
    26. 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.
    27. Helmut Reisen & Julia Von Maltzan, 1999. "Boom and Bust and Sovereign Ratings," International Finance, Wiley Blackwell, vol. 2(2), pages 273-293, July.
    28. 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.
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