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Defining the factors of Fitch rankings in the European banking sector

Author

Listed:
  • Themistokles Lazarides

    (TEI of Western Macedonia)

  • Evaggelos Drimpetas

    (Democritus University)

Abstract

The crises of 2002 and 2008 have raised the issue of banking sector’s ranking system efficiency. The credit rating agencies (CRAs) are crucial for the modern financial market. The impact that the ratings have is indisputable. This paper is seeking to find the factors that affect the ratings and to create a prediction mechanism. The originality of the paper is based on the fact that it utilizes a number of different variables (ownership status, corporate governance, etc.), and the hypothesis is innovative because it addresses the issue of divergence–convergence of the European banking sector and its respective ratings. In order to do that, all ranking evaluations have been matched with a numerical value (i.e., AAA has value 24, A- has value 18, and B- has value 9). A good grade is considered to be above A- (value 18) and a bad grade below that number. Seven groups of indicators are examined: performance, size, ownership, corporate governance, capital adequacy or capital structure, sovereign–country ranking, and loan growth. Three econometric methods (probit, logit, and OLS) have been used to create a system that predicts the rating grade. The independent variable is binary (good grade = 1/bad grade = 0). Inactive banks have been excluded from the sample. This paper provides a model for predicting the factors that affect the grade of the bank rating. Many of the factors, which other studies have pointed out, are found to be statistically important in our models, too. This paper contributes to the literature by establishing a unique framework for the European banks and identifying the factors that affect the rating grade by giving an answer to the issue of an isomorphic banking sector in Europe. It shows that there are significant differences among the various geographical regions [variables cgsys, ns, European countries with major economic problems or those under stress (Portugal, Ireland, Spain, and Greece)].

Suggested Citation

  • Themistokles Lazarides & Evaggelos Drimpetas, 2016. "Defining the factors of Fitch rankings in the European banking sector," Eurasian Economic Review, Springer;Eurasia Business and Economics Society, vol. 6(2), pages 315-339, August.
  • Handle: RePEc:spr:eurase:v:6:y:2016:i:2:d:10.1007_s40822-016-0046-9
    DOI: 10.1007/s40822-016-0046-9
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    as
    1. Victor Murinde & Juda Agung & Andy Mullineux, 2004. "Patterns of Corporate Financing and Financial System Convergence in Europe," Review of International Economics, Wiley Blackwell, vol. 12(4), pages 693-705, September.
    2. Ederington, Louis H, 1985. "Classification Models and Bond Ratings," The Financial Review, Eastern Finance Association, vol. 20(4), pages 237-262, November.
    3. Giuliano Iannotta & Giacomo Nocera & Andrea Resti, 2013. "Do investors care about credit ratings? An analysis through the cycle," Post-Print hal-00994322, HAL.
    4. Marshall E. Blume & Felix Lim & A. Craig MacKinlay, "undated". "The Declining Credit Quality of US Corporate Debt: Myth or Reality?," Rodney L. White Center for Financial Research Working Papers 3-98, Wharton School Rodney L. White Center for Financial Research.
    5. 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.
    6. Shleifer, Andrei & Vishny, Robert W, 1992. "Liquidation Values and Debt Capacity: A Market Equilibrium Approach," Journal of Finance, American Finance Association, vol. 47(4), pages 1343-1366, September.
    7. Iannotta, Giuliano & Nocera, Giacomo & Resti, Andrea, 2013. "Do investors care about credit ratings? An analysis through the cycle," Journal of Financial Stability, Elsevier, vol. 9(4), pages 545-555.
    8. Ghosh, Aloke & Jain, Prem C., 2000. "Financial leverage changes associated with corporate mergers," Journal of Corporate Finance, Elsevier, vol. 6(4), pages 377-402, December.
    9. Sorensen, Donald E., 2000. "Characteristics of merging firms," Journal of Economics and Business, Elsevier, vol. 52(5), pages 423-433.
    10. Moon, Choon-Geol & Stotsky, Janet G, 1993. "Testing the Differences between the Determinants of Moody's and Standard & Poor's Ratings: An Application of Smooth Simulated Maximum Likelihood Estimation," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 8(1), pages 51-69, Jan.-Marc.
    11. Guglielmo Maria Caporale & Roman Matousek & Chris Stewart, 2011. "EU Banks Rating Assignments: Is There Heterogeneity between New and Old Member Countries?," Review of International Economics, Wiley Blackwell, vol. 19(1), pages 189-206, February.
    12. Tran, Vu & Alsakka, Rasha & ap Gwilym, Owain, 2014. "Sovereign rating actions and the implied volatility of stock index options," International Review of Financial Analysis, Elsevier, vol. 34(C), pages 101-113.
    13. Williams, Gwion & Alsakka, Rasha & ap Gwilym, Owain, 2013. "The impact of sovereign rating actions on bank ratings in emerging markets," Journal of Banking & Finance, Elsevier, vol. 37(2), pages 563-577.
    14. Kamstra, Mark & Kennedy, Peter & Suan, Teck-Kin, 2001. "Combining Bond Rating Forecasts Using Logit," The Financial Review, Eastern Finance Association, vol. 36(2), pages 75-96, May.
    15. Paul Gompers & Joy Ishii & Andrew Metrick, 2003. "Corporate Governance and Equity Prices," The Quarterly Journal of Economics, Oxford University Press, vol. 118(1), pages 107-156.
    16. North, David S., 2001. "The role of managerial incentives in corporate acquisitions: the 1990s evidence," Journal of Corporate Finance, Elsevier, vol. 7(2), pages 125-149, June.
    17. Shleifer, Andrei & Vishny, Robert W., 2003. "Stock market driven acquisitions," Journal of Financial Economics, Elsevier, vol. 70(3), pages 295-311, December.
    18. Rafael La Porta & Florencio Lopez-de-Silanes & Andrei Shleifer & Robert W. Vishny, 1998. "Law and Finance," Journal of Political Economy, University of Chicago Press, vol. 106(6), pages 1113-1155, December.
    19. Ming Dong & David Hirshleifer & Scott Richardson & Siew Hong Teoh, 2006. "Does Investor Misvaluation Drive the Takeover Market?," Journal of Finance, American Finance Association, vol. 61(2), pages 725-762, April.
    20. Jensen, Michael C, 1986. "Agency Costs of Free Cash Flow, Corporate Finance, and Takeovers," American Economic Review, American Economic Association, vol. 76(2), pages 323-329, May.
    21. Weber, Joseph, 2006. "Discussion of the effects of corporate governance on firms' credit ratings," Journal of Accounting and Economics, Elsevier, vol. 42(1-2), pages 245-254, October.
    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. Gaver, Jennifer J. & Gaver, Kenneth M., 1993. "Additional evidence on the association between the investment opportunity set and corporate financing, dividend, and compensation policies," Journal of Accounting and Economics, Elsevier, vol. 16(1-3), pages 125-160, April.
    24. Alexander Karminsky & Richard Hainsworth & Vasily Solodkov, 2013. "Arm’s Length Method for Comparing Rating Scales," Eurasian Economic Review, Springer;Eurasia Business and Economics Society, vol. 3(2), pages 114-135, December.
    25. Casu, Barbara & Girardone, Claudia, 2010. "Integration and efficiency convergence in EU banking markets," Omega, Elsevier, vol. 38(5), pages 260-267, October.
    26. Fatima Alali & Asokan Anandarajan & Wei Jiang, 2012. "The effect of corporate governance on firm’s credit ratings: further evidence using governance score in the United States," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 52(2), pages 291-312, June.
    27. Brown, Lawrence D. & Caylor, Marcus L., 2006. "Corporate governance and firm valuation," Journal of Accounting and Public Policy, Elsevier, vol. 25(4), pages 409-434.
    28. Ashbaugh-Skaife, Hollis & Collins, Daniel W. & LaFond, Ryan, 2006. "The effects of corporate governance on firms' credit ratings," Journal of Accounting and Economics, Elsevier, vol. 42(1-2), pages 203-243, October.
    29. Pursey P. M. A. R. Heugens & J. A. (Jordan) Otten, 2007. "Beyond the Dichotomous Worlds Hypothesis: towards a plurality of corporate governance logics," Corporate Governance: An International Review, Wiley Blackwell, vol. 15(6), pages 1288-1300, November.
    30. van den Berg, Jeroen & Candelon, Bertrand & Urbain, Jean-Pierre, 2008. "A cautious note on the use of panel models to predict financial crises," Economics Letters, Elsevier, vol. 101(1), pages 80-83, October.
    31. Rughoo, Aarti & Sarantis, Nicholas, 2014. "The global financial crisis and integration in European retail banking," Journal of Banking & Finance, Elsevier, vol. 40(C), pages 28-41.
    32. James C. Brau & Drew Dahl & Hongjing Zhang & Mingming Zhou, 2014. "Regulatory reforms and convergence of the banking sector: evidence from China," Managerial Finance, Emerald Group Publishing, vol. 40(10), pages 956-968, October.
    33. Pogue, Thomas F. & Soldofsky, Robert M., 1969. "What's in a Bond Rating*," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 4(2), pages 201-228, June.
    34. Marshall E. Blume & Felix Lim & A. Craig MacKinlay, "undated". "The Declining Credit Quality of US Corporate Debt: Myth or Reality?," Rodney L. White Center for Financial Research Working Papers 03-98, Wharton School Rodney L. White Center for Financial Research.
    35. Alsakka, Rasha & ap Gwilym, Owain & Vu, Tuyet Nhung, 2014. "The sovereign-bank rating channel and rating agencies' downgrades during the European debt crisis," Journal of International Money and Finance, Elsevier, vol. 49(PB), pages 235-257.
    36. Roll, Richard, 1986. "The Hubris Hypothesis of Corporate Takeovers," The Journal of Business, University of Chicago Press, vol. 59(2), pages 197-216, April.
    37. Focarelli, Dario & Panetta, Fabio & Salleo, Carmelo, 2002. "Why Do Banks Merge?," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 34(4), pages 1047-1066, November.
    38. Lucian Bebchuk & Alma Cohen & Allen Ferrell, 2009. "What Matters in Corporate Governance?," Review of Financial Studies, Society for Financial Studies, vol. 22(2), pages 783-827, February.
    39. Jackson, John D. & Boyd, James W., 1988. "A statistical approach to modeling the behavior of bond raters," Journal of Behavioral Economics, Elsevier, vol. 17(3), pages 173-193.
    40. Shen, Chung-Hua & Huang, Yu-Li & Hasan, Iftekhar, 2012. "Asymmetric benchmarking in bank credit rating," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 22(1), pages 171-193.
    41. Rossi, Stefano & Volpin, Paolo F., 2004. "Cross-country determinants of mergers and acquisitions," Journal of Financial Economics, Elsevier, vol. 74(2), pages 277-304, November.
    42. Altman, Edward I. & Rijken, Herbert A., 2004. "How rating agencies achieve rating stability," Journal of Banking & Finance, Elsevier, vol. 28(11), pages 2679-2714, November.
    43. Faccio, Mara & Lang, Larry H. P., 2002. "The ultimate ownership of Western European corporations," Journal of Financial Economics, Elsevier, vol. 65(3), pages 365-395, September.
    44. Frank Packer & Nikola Tarashev, 2011. "Rating methodologies for banks," BIS Quarterly Review, Bank for International Settlements, June.
    45. Sanjeev Bhojraj & Partha Sengupta, 2003. "Effect of Corporate Governance on Bond Ratings and Yields: The Role of Institutional Investors and Outside Directors," The Journal of Business, University of Chicago Press, vol. 76(3), pages 455-476, July.
    46. Petri Parvinen & Henrikki Tikkanen, 2007. "Incentive Asymmetries in the Mergers and Acquisitions Process," Journal of Management Studies, Wiley Blackwell, vol. 44(5), pages 759-787, July.
    47. Amadou N.R. Sy, 2009. "The Systemic Regulation of Credit Rating Agencies and Rated Markets," World Economics, World Economics, 1 Ivory Square, Plantation Wharf, London, United Kingdom, SW11 3UE, vol. 10(4), pages 69-108, October.
    48. Adrian Blundell-Wignall & Patrick Slovik, 2010. "The EU Stress Test and Sovereign Debt Exposures," OECD Working Papers on Finance, Insurance and Private Pensions 4, OECD Publishing.
    49. Hutchinson, Marion & Gul, Ferdinand A., 2004. "Investment opportunity set, corporate governance practices and firm performance," Journal of Corporate Finance, Elsevier, vol. 10(4), pages 595-614, September.
    50. Horrigan, Jo, 1966. "Determination Of Long-Term Credit Standing With Financial Ratios," Journal of Accounting Research, Wiley Blackwell, vol. 4, pages 44-62.
    51. Asli Demirgüç-Kunt & Enrica Detragiache, 1998. "The Determinants of Banking Crises in Developing and Developed Countries," IMF Staff Papers, Palgrave Macmillan, vol. 45(1), pages 81-109, March.
    52. Jarrad Harford & Kai Li, 2007. "Decoupling CEO Wealth and Firm Performance: The Case of Acquiring CEOs," Journal of Finance, American Finance Association, vol. 62(2), pages 917-949, April.
    53. repec:hrv:faseco:30748164 is not listed on IDEAS
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    Cited by:

    1. Volkova, Olga (Волкова, Ольга) & Lvova, Irina (Львова, Ирина), 2016. "The bank's rating, the rating agencies, Basel II of, financial indicator, the econometric model [Влияние Финансовых Показателей На Международные Рейтинги Российских Банков]," Economic Policy, Russian Presidential Academy of National Economy and Public Administration, vol. 1, pages 177-195, February.
    2. Alexander M. Karminsky & Ella Khromova, 2016. "Modelling banks’ credit ratings of international agencies," Eurasian Economic Review, Springer;Eurasia Business and Economics Society, vol. 6(3), pages 341-363, December.

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    More about this item

    Keywords

    Europe; Banking; Rating; Crisis;
    All these keywords.

    JEL classification:

    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G24 - Financial Economics - - Financial Institutions and Services - - - Investment Banking; Venture Capital; Brokerage
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill

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