Credit rating announcement and bond liquidity: the case of emerging bond markets
Keywords:
Liquidity, Sovereign bond market, Credit ratingsAbstract
PurposeThis study examines the effect of the informational content of local credit rating announcements in emerging markets on the liquidity of their bond markets. This study analyses the liquidity of bonds in various emerging bond markets using a sample of nine countries: Argentina, Mexico, Peru, Hungary, Poland, Spain, Turkey, Hong Kong and Greece. The sample includes daily data on sovereign bonds that go from July 2009 to July 2017. The main focus is on the period before and after the sovereign debt crisis. This study notes that the bond liquidity is affected due to the sign of the rating granted by the rating agencies for each country.
Design/methodology/approachThis study aims to question the sources of liquidity problem of sovereign bonds issued by the emerging countries. The study’s database consists of daily data of all nine emerging countries for the period from July 2009 to July 2017. Panel data were collected from the Datastream database.
FindingsThis study first directly tests the information content of bond ratings announcements and their effect on bond market liquidity. Next, the impact of rating changes on sovereign bond liquidity around the rating announcements is studied. Rating changes can affect sovereign bond's price, trading and liquidity around the announcement date. In particular the rating changes that move the bonds out of the investment grade category can elicit selling pressure or even fire sale of the fallen angels.
Originality/valueThis research aims to present data on the prices of sovereign bonds that react to changes in credit rating by studying the price movements around the announcement of changes in credit rating. The literature is very rich in studies on credit rating changes on stocks and corporate bonds, but this study is perhaps the first attempt on sovereign bonds.
Downloads
References
Afonso, A., Furceri, D. and Gomes, P. (2012), “Sovereign credit ratings and financial markets linkages: application to European data”, Journal of International Money and Finance, Vol. 31 No. 3, pp. 606-638.
Afonso, A., Gomes, P. and Taamouti, A. (2014), “Sovereign credit ratings, market volatility, and financial gains”, Computational Statistics and Data Analysis, Vol. 76, pp. 20-33.
Aitken, M. and Frino, A. (1996), “The accuracy of the tick test: evidence from the Australian stock exchange”, Journal of Banking and Finance, Vol. 20 No. 10, pp. 1715-1729.
Akerlof, G. (1970), “The market for 'lemons': quality uncertainty and the market mechanism”, The Quarterly Journal of Economics, Vol. 84 No. 3, pp. 488-500.
Alsakka, R. and Ap Gwilym, O. (2009), “Heterogeneity of sovereign rating migrations in emerging countries”, Emerging Markets Review, Vol. 10 No. 2, pp. 151-165.
Alsakka, R. and Ap Gwilym, O. (2012), “Foreign exchange market reactions to sovereign credit news”, Journal of International Money and Finance, Vol. 31 No. 4, pp. 845-864.
Alsakka, R., Ap Gwilym, O. and Vu, T.N. (2014), “The sovereign-bank rating channel and rating agencies' downgrades during the European debt crisis”, Journal of International Money and Finance, Vol. 49 No. Part B, pp. 235-257, doi: 10.1016/j.jimonfin.2014.03.012.
Amihud, Y. (2002), “Illiquidity and stock returns: cross-section and time-series effects”, Journal of Financial Markets, Vol. 5 No. 1, pp. 31-56.
Andreasen, E. and Valenzuela, P. (2016), “Financial openness, domestic financial development and credit ratings”, Finance Research Letters, Vol. 16, pp. 11-18.
Bagehot, W. (1971), “The only game in town”, Financial Analysts Journal, Vol. 27 No. 2, pp. 12-14.
Balestra, P. and Nerlove, M. (1992), “Formulation and estimation of econometric models for panel data”, in The Econometrics of Panel Data, Springer, Dordrecht, pp. 3-18.
Baltagi, B.H. (2001), Econometric Analysis of Panel Data, 2nd ed., John Wiley & Sons, Chichester.
Bannier, C.E. and Hirsch, C.W. (2010), “The economic function of credit rating agencies – what does the watch list tell us?”, Journal of Banking and Finance, Vol. 34 No. 12, pp. 3037-3049.
Bayrakdaroglu, A., Ege, I. and Yazici, N. (2013), “A panel data analysis of capital structure determinants: empirical results from Turkish capital market”, International Journal of Economics and Finance, Vol. 5 No. 4, pp. 131-140.
Böninghausen, B. and Zabel, M. (2015), “Credit ratings and cross-border bond market spillovers”, Journal of International Money and Finance, Vol. 53, pp. 115-136.
Borensztein, E., Cowan, K. and Valenzuela, P. (2013), “Sovereign ceilings ‘lite’? The impact of sovereign ratings on corporate ratings”, Journal of Banking and Finance, Vol. 37 No. 11, pp. 4014-4024.
Brooks, R., Faff, R., Hillier, D. and Hillier, J. (2004), “The national market impact of sovereign rating changes”, Journal of Banking and Finance, Vol. 28 No. 1, pp. 233-250.
Canh, N.P., Schinckus, C., Su, T.D. and Chong, F.H.L. (2021), “Institutional quality and risk in the banking system”, Journal of Economics, Finance and Administrative Science, Vol. 26 No. 51, pp. 23-40.
Cantor, R. and Packer, F. (1996), “Determinants and impact of sovereign credit ratings”, Federal Reserve Bank of New York Quarterly Review, October, pp. 37-51.
Chodnicka-Jaworska, P. (2017), “The effect of countries' credit ratings on credit default swap spreads”, in Raczkowski, K. (Ed.), Risk Management in Public Administration, pp. 71-92.
Christopher, R., Kim, S.J. and Wu, E. (2012), “Do sovereign credit ratings influence regional stock and bond market interdependencies in emerging countries?”, Journal of International Financial Markets, Institutions and Money, Vol. 22 No. 4, pp. 1070-1089, doi: 10.1016/j.intfin.2012.01.003.
Dastidar, S. and Phelps, B. (2009), Introducing LCS—Liquidity Cost Scores for US Credit Bonds, Barclays Research.
De Haan, J. and Amtenbrink, F. (2011), “Credit rating agencies”, in Eijffinger, S. and Masciandaro, D. (Eds), Handbook of Central Banking and Financial Regulation after the Financial Crisis, Edward Elgar, Vol. 107, pp. 1-11.
De Santis, R.A. (2012), “The Euro Area sovereign debt crisis: safe haven, credit rating agencies and the spread of the fever from Greece, Ireland and Portugal”, Working Paper No: 1419, European Central Bank, papers.ssrn.com, pp. 1-59.
Deb, P., Manning, M., Murphy, G., Penalver, A. and Toth, A. (2011), “Whither the credit ratings industry?”, Papers No: 9, Bank of England Financial Stability, papers.ssrn.com, pp. 3-22.
Demsetz, H. (1968), “The cost of transacting”, The Quarterly Journal of Economics, Vol. 82, pp. 33-53.
Duggar, E., Emery, K., Gates, D., Carpenter, A., Lemay, Y. and Cailleteau, P. (2009), Emerging Market Corporate and Sub-sovereign Defaults and Sovereign Crises: Perspectives on Country Risk, Moody’s Investors Service, February.
Ferreira, M.A. and Gama, P.M. (2007), “Does sovereign debt ratings news spill over to international stock markets?”, Journal of Banking and Finance, Vol. 31 No. 10, pp. 3162-3182, doi: 10.1016/j.jbankfin.2006.12.006.
Fleming, M.J. (2003), “Measuring treasury market liquidity”, Economic Policy Review, Vol. 9 No. 3, p. 57.
Fleming, M.J. and Sarkar, A. (1999), “Liquidity in U.S. treasury spot and futures markets quality”, Working Paper, Federal Reserve Bank of New York.
Freixas, X. and Laux, C. (2012), “Disclosure, transparency, and market discipline”, in Dewatripont, M. and Freixas, X. (Eds), The Crisis Aftermath: New Regulatory Paradigms, Centre for Economic Policy Research, London, pp. 69-104.
Fridson, M. and Sterling, K. (2006), “Fallen angels: a separate and superior asset class”, The Journal of Fixed Income, Vol. 16 No. 3, p. 22.
Gande, A. and Parsley, D.C. (2005), “News spillovers in the sovereign debt market”, Journal of Financial Economics, Vol. 75 No. 3, pp. 691-734, doi: 10.1016/j.jfineco.2003.11.003.
Greene, W.H. (2003), Econometric Analysis, Pearson Education India, New York, pp. 45-97.
Gusdinar, I.A. and Koesrindartoto, D.P. (2014), “Institutional investors trading strategy in Indonesia’s government bond market during the 2008 crisis”, Asian Academy of Management Journal of Accounting and Finance, Vol. 10 No. 1, pp. 21-44.
He, Z. and Xiong, W. (2012), “Dynamic debt runs”, The Review of Financial Studies, Vol. 25 No. 6, pp. 1799-1843.
Hsiao, C., Pesaran, M.H., Lahiri, K. and Lee, L.F. (Eds) (1999), Analysis of Panels and Limited Dependent Variable Models, Cambridge University Press.
Ismailescu, J. and Kazemi, H. (2010), “The reaction of emerging market credit default swap spreads to sovereign credit rating changes”, Journal of Banking and Finance, Vol. 34 No. 12, pp. 2861-2873.
Kaminsky, G. and Schumkler, S.L. (2002), “Emerging markets instability: do sovereign ratings affect country risk and stock return”, World Bank Economic Review, Vol. 16 No. 2, pp. 171-195, doi: 10.1093/wber/16.2.171.
Kaplan, R.S. and Urwitz, G. (1979), “Statistical models of bond ratings: a methodological inquiry”, Journal of Business, Vol. 52 No. 2, pp. 231-261.
Kim, S. and Wu, E. (2008), “Sovereign credit ratings, capital flows and financial sector development in emerging markets”, Emerging Markets Review, Vol. 9 No. 1, pp. 17-39, doi: 10.1016/j.ememar.2007.06.001.
Lee, C.M., Mucklow, B. and Ready, M.J. (1993), “Spreads, depths, and the impact of earnings information: an intraday analysis”, Review of Financial Studies, Vol. 6 No. 2, pp. 345-374.
Lesmond, D.A. (2005), “Liquidity of emerging markets”, Journal of Financial Economics, Vol. 77 No. 2, pp. 411-452.
McInish, T.H. and Wood, R.A. (1992), “An analysis of intraday patterns in bid/ask spreads for NYSE stocks”, The Journal of Finance, Vol. 47 No. 2, pp. 753-764.
Myers, S.C. and Majluf, N.S. (1984), “Corporate financing and investment decisions when firms have information that investors do not have”, Journal of Financial Economics, Vol. 13 No. 2, pp. 187-221.
Norden, L. and Weber, M. (2004), “Informational efficiency of credit default swap and stock markets: the impact of credit rating announcements”, Journal of Banking and Finance, Vol. 28 No. 11, pp. 2813-2843.
Pagano, M. and Volpin, P. (2010), “Credit ratings failures and policy options”, Economic Policy, Vol. 25 No. 62, pp. 403-431.
Petersen, C. and Plenborg, T. (2006), “Voluntary disclosure and information asymmetry in Denmark”, Journal of International Accounting, Auditing and Taxation, Vol. 15 No. 2, pp. 127-149.
Pinches, G.E. and Singleton, J.C. (1978), “The adjustment of stock prices to bond rating changes”, The Journal of Finance, Vol. 33 No. 1, pp. 29-44.
Roll, R. (1984), “A simple implicit measure of the effective bid-ask spread in an efficient market”, The Journal of Finance, Vol. 39 No. 4, pp. 1127-1139.
Rusike, T.G. and Alagidede, I.P. (2021), “The impact of sovereign credit ratings on Eurobond yields: evidence from Africa”, Research in International Business and Finance, Vol. 58, pp. 1-27, 101475.
Saadaoui, A. and Boujelbene, Y. (2014), “Liquidity and credit risk in the emerging financial markets”, Public Finance Quarterly, Vol. 592, p. 207.
Saikkonen, P. (1991), “Asymptotically efficient estimation of cointegration regressions”, Econometric Theory, Vol. 7 No. 1, pp. 1-21.
Salvador, C. (2017), “Effect of signals of bank ratings on stock returns before and during the financial crisis”, The Spanish Review of Financial Economics, Vol. 15 No. 1, pp. 1-11, doi: 10.1016/j.srfe.2017.01.002.
Schroeter, U.G. (2011), “Credit ratings and credit rating agencies”, in Caprio, G. (Ed.), Encyclopedia of Financial Globalization, Elsevier, SSRN 1903670.
Sovbetov, Y. and Saka, H. (2018), “Does it take two to tango: interaction between credit default swaps and national stock indices”, Journal of Economics and Financial Analysis, Vol. 2 No. 1, pp. 129-149.
Stock, J.H. and Watson, M.W. (1993), “A simple estimator of cointegrating vectors in higher order integrated systems”, Econometrica: Journal of the Econometric Society, Vol. 61 No. 4, pp. 783-820.
Sun, H. and Parikh, A. (2001), “Exports, inward foreign direct investment (FDI) and regional economic growth in China”, Regional Studies, Vol. 35 No. 3, pp. 187-196.
Vazza, D., Leung, E., Alsati, M. and Katz, M. (2005), CreditWatch and Ratings Outlooks: Valuable Predictors of Rating Behavior, Global Fixed Income Research, Standard and Poor's and New York.
Verrecchia, R.E. (2001), “Essays on disclosure”, Journal of Accounting and Economics, Vol. 32 Nos 1-3, pp. 97-180.
Voorhees, R. (2011), “Rating the raters: restoring confidence and account ability in credit rating agencies”, Case Western Reserve Journal of International Law, Vol. 44, p. 875.
Wakeman, L.M. (1981), “The real function of bond rating agencies”, Chase Financial Quarterly, Vol. 1 No. 1, pp. 18-26.
Weinstein, M.I. (1977), “The effect of a rating change announcement on bond price”, Journal of Financial Economics, Vol. 5 No. 3, pp. 329-350.
Wengner, A., Burghof, H.P. and Schneider, J. (2015), “The impact of credit rating announcements on corporate CDS markets—are intra-industry effects observable?”, Journal of Economics and Business, Vol. 78, pp. 79-91.
Wooldridge, J.M. (2002), “Further results on instrumental variables estimation of average treatment effects in the correlated random coefficient model”, Economics Letters, Vol. 79 No. 2, pp. 185-191.
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2022 Journal of Economics, Finance and Administrative Science
This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.