Analyzing the Impact of Credit Ratings on Firm Performance and Stock Returns: Evidence from Taiwan

Authors

1 Department of Finance, School of Business & Economics, University of Management & Technology, Lahore, Pakistan

2 股权研究所, Taipei, Taiwan

3 School of Economics & Finance, Massey University, Auckland, New Zealand

4 Department of Business Administration, Government College University Faisalabad, Pakistan

Abstract

The study covers three aspects; factors determining credit ratings, impact of credit ratings on performance of entities and the relationship between stock returns and credit ratings. The study focuses on the firms listed in Taiwan Stock Exchange (TSE) of Taiwan. The empirical analysis uses the data of 50 firms rated by Taiwan Ratings Corporation (TRC) for the period 2010-2015. Two estimation techniques Ordered Probit Model and Panel Data Regression are applied. Performance is measured using return on investment and Tobin’s Q factors. The findings depict that credit ratings are predicted by important firm specific factors like size and growth opportunities, capital intensity, asset returns, sector type etc. Results also suggested that firms with higher credit ratings tend to have better performance. For future research, similar study may be conducted with the ratings issued by other Taiwanese or non-Taiwanese agencies covering more firms and time span.
 

Keywords


Adams, M., Burton, B., & Hardwick, P. (2003). The Determinants of Credit Ratings in the United Kingdom Insurance Industry. Journal of Business Finance and Accounting, 3(1), 539–572.
Alali, F., Anandarajan, A., & Jiang, W. (2012). The Effect of Corporate Governance on Firm’s Credit Ratings: Further Evidence using Governance Score in the United States. Accounting and Finance52(2), 291-312.
Al-Najjar, B., & Elgammal, M. M. (2013). Innovation and Credit Ratings, Does it matter? UK evidence. Applied Economics Letters20(5), 428-431.
Altman, E., & Rijken, H. A. (2004). How Rating Agencies Achieve Rating Stability. Journal of Banking and Finance, 28(11), 2679-2714.
---------- (2006). A Point-in-time Perspective on Through-the-cycle Ratings. Financial Analyst Journal, 62(1), 54-70.
Anginer, D., & Yildizhan, C. (2010). Is There a Distress Risk Anomaly? Corporate Bond Spread as a Proxy for Default Risk. World Bank Policy Research Working Paper, 5319, Retrieved from https://openknowledge.worldbank.org/handle/10986/3804.
Ashbaugh-Skaife, H., Collins, D. W., & LaFond, R. (2006). The Effects of Corporate Governance on Firms’ Credit Ratings. Journal of Accounting and Economics42(1), 203-243.
Ash-shu, A. (2013). Determinants and Impacts of Internal Credit Rating. International Journal of Financial Research4(1), 120-131. 
Avramov, D., Chordia, T., Jostova, G., & Philipov, A. (2009). Credit Ratings and the Cross-section of Stock Returns. Journal of Financial Markets12(3), 469-499.
Bissoondoyal-Bheenick, E., & Brooks, R. (2015). The Credit Risk–return Puzzle: Impact of Credit Rating Announcements in Australia and Japan. Pacific-Basin Finance Journal35(A), 37-55.
Bissoondoyal-Bheenick, E., & Treepongkaruna, S. (2011). An Analysis of the Determinants of Bank Ratings: Comparison across Ratings Agencies. Australian Journal of Management36(3), 405-424.
Blume, M. E., Lim, F., & Mackinlay, C. (1998). The Declining Credit Quality of US Corporate Debt: Myth or Reality? The Journal of Finance, 53(4), 1389-1413.
Campbell, J. Y., Hilscher, J., & Szilagyi, J. (2008). In Search of Distress Risk. The Journal of Finance63(6), 2899-2939.
Chava, S., & Purnanandam, A. (2010). Is Default Risk Negatively Related to Stock Returns? Review of Financial Studies, 23(6), 2523-2559.
Chen, N. F., Roll, R., & Ross, S. (1986). Economic Forces and the Stock Market. Journal of Business, 59(3), 383-403.
Chu, H. H., Ko, K. C., Lin, S. J., & Ho, H. W. (2013). Credit Rating Anomaly in the Taiwan Stock Market. Asia Pacific Journal of Financial Studies42(3), 403-441.
Cisneros, D., Lizarzaburu, E. R., & Salguero, J. Q. (2012). Credit informationin Emerging Markets: The Rating Agencies & Credit Risk Reports, Peruvian Experience. International Journal of Business and Management, 7(24), 35-43.
Claußen, A., Löhr, S., Rösch, D., & Scheule, H. (2017). Valuation of Systematic Risk in the Cross-section of Credit Default Swap Spreads. The Quarterly Review of Economics and Finance, 64, 183-195.
De Souza Murcia, F. C., Murcia, F. D. R., & Borba, J. A. (2013). The Informational Content of Credit Ratings in Brazil: An Event Study. Revista Brasileira de Finanças, 11(4), 503-526.
Dichev, I. D. (1998). Is the Risk of Bankruptcy a Systematic Risk? The Journal of Finance53(3), 1131-1147.
EE, B. (2008). The Impact of Credit Watch and Bond Rating Changes on Abnormal Stock Returns for Non-USA Domiciled Corporations (Master’s Thesis, Singapore Management University, Singapore). Retrieved from ProQuest Dissertations & Theses.
Elayan, F. A., Hsu, W. H., & Meyer, T. O. (2003). The Informational Content of Credit Rating Announcements for Share Prices in a Small Market. Journal of Economics and Finance27(3), 337-356.
Erdem, O., & Varli, Y. (2014). Understanding the Sovereign Credit Ratings of Emerging Markets. Emerging Markets Review20, 42-57.
FitchRatings (2017). Retrieved from https://www.fitchratings.com/site/home.
Foster, G. (1986). Financial Statement Analysis (2nd Ed.). New Delhi: Pearson.
Freitas, A. D. P. N., & Minardi, A. M. A. F. (2013). The Impact of Credit Rating Changes in Latin American Stock Markets. BAR-Brazilian Administration Review, 10(4), 439-461.
Friewald, N., Wagner, C., & Zechner, J. (2014). The Cross Section of Credit Risk Premia and Equity Returns. The Journal of Finance, 69(6), 2419-2469.
Goh, J. C., & Ederington, L. H. (1993). Is a Bond Rating Downgrade Bad News, Good News, or No News for Stockholders? The Journal of Finance, 48(5), 2001-2008.
Graham, J. R., & Harvey, C. R. (2001). The Theory and Practice of Corporate Finance: Evidence from the Field. Journal of Financial Economics60(2), 187-243. 
Gray, S., Markova, A., & Ragunathan, V. (2006). The Determinants of Credit Ratings: Australian Evidence. Australian Journal of Management, 31(2), 333-354.
Horrigan, J. O. (1966). The Determination of Long-term Credit Standing with Financial Ratios. Journal of Accounting Research, 4, 44-62.
Jensen, M. C., & Meckling, W. H. (1976). Theory of the Firm: Managerial Behavior, Agency Costs and Ownership Structure. Journal of Financial Economics, 3(4), 305-360.
Jorion, P., & Zhang, G. (2007). Information Effects of Bond Rating Changes: The Role of the Rating Prior to the Announcement. Journal of Fixed Income, 16(4), 45-59.
Linciano, N. (2004). The Reaction of Stock Prices to Rating Changes. Commissione Nazionale per le Societa e la Borsa (CONSOB), Retrieved from https://papers.ssrn.com/sol3/papers.cfm?abstract_id=572365.
Moodys. (2017). Retrieved from https://www.moodys.com/
Mungniyati (2009). The Effect of Corporate Governance and Earning Information on Bond Ratings & Yield. Jurnal Bisnis Dan Akuntansi, 11(2), 129-141.
Polito, V., & Wickens, M. (2014). Modelling the US Sovereign Credit Rating. Journal of Banking and Finance46, 202-218.
---------- (2015). Sovereign Credit Ratings in the European Union: A Model-based Fiscal Analysis. European Economic Review78, 220-247.
Poon, W. P. H., & Chan, K. C. (2008). The Effects of Credit Ratings on Stock Returns in China. Chinese Economy, 41(2), 34-55.
S&P Global Ratings. (2017). Understanding Ratings. Retrieved from http:// www.spratings.com/en_US/understanding-ratings.
Saini, S., & Saini, P. (2015). Credit Rating: Process and Practice in India. International Journal of Education and Management Studies5(3), 270.
Singal, M. (2013). Firm Credit Rating as a Measure of Organizational and Financial Performance. Business and Financial Affairs, 2(3), 1-2.