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The credit risk–return puzzle: Impact of credit rating announcements in Australia and Japan

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  • Bissoondoyal-Bheenick, Emawtee
  • Brooks, Robert

Abstract

Traditional asset pricing models postulate that high risk investments are usually associated with higher returns. However, this does not hold in the relationship between credit risk and return. There is a known credit risk–return puzzle, which highlights a negative relationship between credit risk and the stock market returns. The objective of this study is to assess the puzzling credit risk–return relationship of stocks; in particular, comparing the stock returns of high versus low credit risk firms, as measured by credit ratings from Standard and Poor's in Australia and Japan for a period from January 1990 to June 2012. Our results indicate that the credit risk–return puzzle exists in both Japan and Australia. However, it seems that the credit risk–return anomaly is explained by the downgrade announcements in the market and hence we conclude that downgrade announcements of a firm have a significant impact on the cross section of returns.

Suggested Citation

  • Bissoondoyal-Bheenick, Emawtee & Brooks, Robert, 2015. "The credit risk–return puzzle: Impact of credit rating announcements in Australia and Japan," Pacific-Basin Finance Journal, Elsevier, vol. 35(PA), pages 37-55.
  • Handle: RePEc:eee:pacfin:v:35:y:2015:i:pa:p:37-55
    DOI: 10.1016/j.pacfin.2014.09.001
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    as
    1. Fama, Eugene F & French, Kenneth R, 1992. "The Cross-Section of Expected Stock Returns," Journal of Finance, American Finance Association, vol. 47(2), pages 427-465, June.
    2. Dooley, Michael & Hutchison, Michael, 2009. "Transmission of the U.S. subprime crisis to emerging markets: Evidence on the decoupling-recoupling hypothesis," Journal of International Money and Finance, Elsevier, vol. 28(8), pages 1331-1349, December.
    3. Creighton, Adam & Gower, Luke & Richards, Anthony J., 2007. "The impact of rating changes in Australian financial markets," Pacific-Basin Finance Journal, Elsevier, vol. 15(1), pages 1-17, January.
    4. Brennan, Michael J. & Subrahmanyam, Avanidhar, 1996. "Market microstructure and asset pricing: On the compensation for illiquidity in stock returns," Journal of Financial Economics, Elsevier, vol. 41(3), pages 441-464, July.
    5. Hand, John R M & Holthausen, Robert W & Leftwich, Richard W, 1992. "The Effect of Bond Rating Agency Announcements on Bond and Stock Prices," Journal of Finance, American Finance Association, vol. 47(2), pages 733-752, June.
    6. Bruce D. Smith & John H. Boyd, 1998. "The evolution of debt and equity markets in economic development," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 12(3), pages 519-560.
    7. John M. Griffin & Michael L. Lemmon, 2002. "Book‐to‐Market Equity, Distress Risk, and Stock Returns," Journal of Finance, American Finance Association, vol. 57(5), pages 2317-2336, October.
    8. John Y. Campbell & Jens Hilscher & Jan Szilagyi, 2008. "In Search of Distress Risk," Journal of Finance, American Finance Association, vol. 63(6), pages 2899-2939, December.
    9. Miyajima, Hideaki & Yafeh, Yishay, 2007. "Japan's banking crisis: An event-study perspective," Journal of Banking & Finance, Elsevier, vol. 31(9), pages 2866-2885, September.
    10. Lorenzo Garlappi & Tao Shu & Hong Yan, 2008. "Default Risk, Shareholder Advantage, and Stock Returns," The Review of Financial Studies, Society for Financial Studies, vol. 21(6), pages 2743-2778, November.
    11. Raghuram G. Rajan & Luigi Zingales, 1998. "Which Capitalism? Lessons Form The East Asian Crisis," Journal of Applied Corporate Finance, Morgan Stanley, vol. 11(3), pages 40-48, September.
    12. Fama, Eugene F. & French, Kenneth R., 1993. "Common risk factors in the returns on stocks and bonds," Journal of Financial Economics, Elsevier, vol. 33(1), pages 3-56, February.
    13. Lo, Andrew W & MacKinlay, A Craig, 1990. "Data-Snooping Biases in Tests of Financial Asset Pricing Models," The Review of Financial Studies, Society for Financial Studies, vol. 3(3), pages 431-467.
    14. Neaime, Simon, 2012. "The global financial crisis, financial linkages and correlations in returns and volatilities in emerging MENA stock markets," Emerging Markets Review, Elsevier, vol. 13(3), pages 268-282.
    15. Holthausen, Robert W. & Leftwich, Richard W., 1986. "The effect of bond rating changes on common stock prices," Journal of Financial Economics, Elsevier, vol. 17(1), pages 57-89, September.
    16. Matthew S. Yiu & Wai-Yip Alex Ho & Lu Jin, 2010. "Dynamic Correlation Analysis of Financial Spillover to Asian and Latin American Markets in Global Financial Turmoil," Working Papers 1001, Hong Kong Monetary Authority.
    17. Matthew Yiu & Wai-Yip Alex Ho & Daniel Choi, 2010. "Dynamic correlation analysis of financial contagion in Asian markets in global financial turmoil," Applied Financial Economics, Taylor & Francis Journals, vol. 20(4), pages 345-354.
    18. Li, Joanne & Shin, Yoon S. & Moore, William T., 2006. "Reactions of Japanese markets to changes in credit ratings by global and local agencies," Journal of Banking & Finance, Elsevier, vol. 30(3), pages 1007-1021, March.
    19. Aigbe Akhigbe & Jeff Madura & Ann Marie Whyte, 1997. "Intra-Industry Effects Of Bond Rating Adjustments," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 20(4), pages 545-561, December.
    20. Goh, Jeremy C & Ederington, Louis H, 1993. "Is a Bond Rating Downgrade Bad News, Good News, or No News for Stockholders?," Journal of Finance, American Finance Association, vol. 48(5), pages 2001-2008, December.
    21. Ilia D. Dichev & Joseph D. Piotroski, 2001. "The Long‐Run Stock Returns Following Bond Ratings Changes," Journal of Finance, American Finance Association, vol. 56(1), pages 173-203, February.
    22. Petersen, Mitchell A. & Fialkowski, David, 1994. "Posted versus effective spreads *1: Good prices or bad quotes?," Journal of Financial Economics, Elsevier, vol. 35(3), pages 269-292, June.
    23. repec:bla:jfinan:v:59:y:2004:i:2:p:831-868 is not listed on IDEAS
    24. Gunaratne, P. S. M. & Yonesawa, Y., 1997. "Return reversals in the Tokyo Stock Exchange: A test of stock market overreaction," Japan and the World Economy, Elsevier, vol. 9(3), pages 363-384, August.
    25. MArdi Dungey & Renee Fry & Brenda Gonzales-Hermosillo & Vance L. Martin & Chrismin Tang, 2008. "Are Financial Crises Alike?," CAMA Working Papers 2008-15, Centre for Applied Macroeconomic Analysis, Crawford School of Public Policy, The Australian National University.
    26. Carhart, Mark M, 1997. "On Persistence in Mutual Fund Performance," Journal of Finance, American Finance Association, vol. 52(1), pages 57-82, March.
    27. Akhigbe, Aigbe & Madura, Jeff & Whyte, Ann Marie, 1997. "Intra-industry Effects of Bond Rating Adjustments," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 20(4), pages 545-561, Winter.
    28. Doron Avramov & Tarun Chordia & Gergana Jostova & Alexander Philipov, 2012. "The World Price of Credit Risk," The Review of Asset Pricing Studies, Society for Financial Studies, vol. 2(2), pages 112-152.
    29. Avramov, Doron & Chordia, Tarun & Jostova, Gergana & Philipov, Alexander, 2009. "Credit ratings and the cross-section of stock returns," Journal of Financial Markets, Elsevier, vol. 12(3), pages 469-499, August.
    30. Ali, Asghar & Daly, Kevin, 2010. "Macroeconomic determinants of credit risk: Recent evidence from a cross country study," International Review of Financial Analysis, Elsevier, vol. 19(3), pages 165-171, June.
    31. Levine, Ross, 2002. "Bank-Based or Market-Based Financial Systems: Which Is Better?," Journal of Financial Intermediation, Elsevier, vol. 11(4), pages 398-428, October.
    32. Renée Fry & Cody Yu-Ling Hsiao & Chrismin Tang, 2011. "Actually This Time Is Different," CAMA Working Papers 2011-12, Centre for Applied Macroeconomic Analysis, Crawford School of Public Policy, The Australian National University.
    33. James Crotty, 2009. "Structural causes of the global financial crisis: a critical assessment of the 'new financial architecture'," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 33(4), pages 563-580, July.
    34. Chan, K C & Chen, Nai-Fu, 1991. "Structural and Return Characteristics of Small and Large Firms," Journal of Finance, American Finance Association, vol. 46(4), pages 1467-1484, September.
    35. Amihud, Yakov & Mendelson, Haim, 1986. "Asset pricing and the bid-ask spread," Journal of Financial Economics, Elsevier, vol. 17(2), pages 223-249, December.
    36. Shumway, Tyler, 1997. "The Delisting Bias in CRSP Data," Journal of Finance, American Finance Association, vol. 52(1), pages 327-340, March.
    37. Ohlson, Ja, 1980. "Financial Ratios And The Probabilistic Prediction Of Bankruptcy," Journal of Accounting Research, Wiley Blackwell, vol. 18(1), pages 109-131.
    38. repec:bla:jfinan:v:53:y:1998:i:3:p:1131-1147 is not listed on IDEAS
    39. Chou, Pin-Huang & Wei, K.C. John & Chung, Huimin, 2007. "Sources of contrarian profits in the Japanese stock market," Journal of Empirical Finance, Elsevier, vol. 14(3), pages 261-286, June.
    40. Chen, Nai-Fu & Roll, Richard & Ross, Stephen A, 1986. "Economic Forces and the Stock Market," The Journal of Business, University of Chicago Press, vol. 59(3), pages 383-403, July.
    41. Brennan, Michael J. & Chordia, Tarun & Subrahmanyam, Avanidhar, 1998. "Alternative factor specifications, security characteristics, and the cross-section of expected stock returns," Journal of Financial Economics, Elsevier, vol. 49(3), pages 345-373, September.
    42. Chan, Pak To & Edwards, Vic & Walter, Terry, 2009. "The information content of Australian credit ratings: A comparison between subscription and non-subscription-based credit rating agencies," Economic Systems, Elsevier, vol. 33(1), pages 22-44, March.
    43. Iihara, Yoshio & Kato, Hideaki Kiyoshi & Tokunaga, Toshifumi, 2004. "The winner-loser effect in Japanese stock returns," Japan and the World Economy, Elsevier, vol. 16(4), pages 471-485, December.
    44. Jegadeesh, Narasimhan & Titman, Sheridan, 1993. "Returns to Buying Winners and Selling Losers: Implications for Stock Market Efficiency," Journal of Finance, American Finance Association, vol. 48(1), pages 65-91, March.
    45. McQueen, Grant & Roley, V Vance, 1993. "Stock Prices, News, and Business Conditions," The Review of Financial Studies, Society for Financial Studies, vol. 6(3), pages 683-707.
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    2. Abdul Rafay & Yang Chen & Muhammad A.B.Naeem & Maham Ijaz, 2018. "Analyzing the Impact of Credit Ratings on Firm Performance and Stock Returns: An Evidence from Taiwan," Iranian Economic Review (IER), Faculty of Economics,University of Tehran.Tehran,Iran, vol. 22(3), pages 771-790, Summer.
    3. Guangtao Zeng & Yuehua Xu, 2019. "Sustainable development and the rating effects: A strategic categorization approach," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 26(6), pages 1554-1564, November.
    4. Li-Hsun Wang & Chu-Hsiung Lin & Erin H. Kao & Hung-Gay Fung, 2017. "Good deeds earn chits? Evidence from philanthropic family controlled firms," Review of Quantitative Finance and Accounting, Springer, vol. 49(3), pages 765-783, October.
    5. Nedumparambil, Elizabeth & Bhandari, Anup Kumar, 2020. "Credit risk – Return puzzle: Evidence from India," Economic Modelling, Elsevier, vol. 92(C), pages 195-206.
    6. Kim, Dongcheol & Lee, Inro & Na, Haejung, 2019. "Financial distress, short sale constraints, and mispricing," Pacific-Basin Finance Journal, Elsevier, vol. 53(C), pages 94-111.
    7. Gaurav Dawar & Shivangi Bhatia & Jai Parkash Bindal, 2023. "Does Credit Rating Revisions Affect the Price of Common Stock: A Study of Indian Capital Market," Business Perspectives and Research, , vol. 11(2), pages 190-209, May.

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    More about this item

    Keywords

    Credit risk–return puzzle; Credit ratings; Downgrades; Economic cycles;
    All these keywords.

    JEL classification:

    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets

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