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Market efficiency of Asian stock markets during the financial crisis and non-financial crisis periods

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  • Chang, Hao-Wen
  • Chiang, Yi-Chein
  • Ke, Mei-Chu
  • Wang, Ming-Hui
  • Nguyen, Tien-Trung

Abstract

We examine the semi-strong form market efficiency level for the 12 major Asian markets with the stochastic dominance (SD) method during the financial crisis and non-financial crisis periods. Five famous value premium (VP) indicators, including book-to-market, cash flow-to-price, earnings-to-price, dividend-to-price, and sales-to-price ratios, are employed to examine the market efficiency during the two examination periods, respectively. The results of the SD test for performance between value (V) and growth (G) portfolios can be categorized into three sets: V=G (efficiency), V≻G (inefficiency, VP), and V≺G (inefficiency, reversal VP). Our main results show that the market efficiency or inefficiency level is not significantly different between the financial crisis and non-financial crisis periods. However, the evidence of further exploration of market inefficiency level shows that the different anomaly returns pattern exists in the two examination periods.

Suggested Citation

  • Chang, Hao-Wen & Chiang, Yi-Chein & Ke, Mei-Chu & Wang, Ming-Hui & Nguyen, Tien-Trung, 2023. "Market efficiency of Asian stock markets during the financial crisis and non-financial crisis periods," International Review of Economics & Finance, Elsevier, vol. 83(C), pages 312-329.
    • Handle: RePEc:eee:reveco:v:83:y:2023:i:c:p:312-329
    DOI: 10.1016/j.iref.2022.08.020
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    as
    1. Hooi Hooi Lean & Michael McAleer & Wing-Keung Wong, 2010. "Market Efficiency of Oil Spot and Futures: A Stochastic Dominance Approach," CIRJE F-Series CIRJE-F-705, CIRJE, Faculty of Economics, University of Tokyo.
    2. Abhay Abhyankar & Keng-Yu Ho & Huainan Zhao, 2009. "International value versus growth: evidence from stochastic dominance analysis," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 14(3), pages 222-232.
    3. Lean, Hooi Hooi & McAleer, Michael & Wong, Wing-Keung, 2010. "Market efficiency of oil spot and futures: A mean-variance and stochastic dominance approach," Energy Economics, Elsevier, vol. 32(5), pages 979-986, September.
    4. Thierry Post, 2003. "Empirical Tests for Stochastic Dominance Efficiency," Journal of Finance, American Finance Association, vol. 58(5), pages 1905-1931, October.
    5. W. Wong & R. Chan, 2008. "Prospect and Markowitz stochastic dominance," Annals of Finance, Springer, vol. 4(1), pages 105-129, January.
    6. Ke, Mei-Chu & Chiang, Yi-Chein & Liao, Tung Liang, 2007. "Day-of-the-week effect in the Taiwan foreign exchange market," Journal of Banking & Finance, Elsevier, vol. 31(9), pages 2847-2865, September.
    7. Levy, Haim & Kroll, Yoram, 1979. "Efficiency Analysis with Borrowing and Lending: Criteria and Their Effectiveness," The Review of Economics and Statistics, MIT Press, vol. 61(1), pages 125-130, February.
    8. Graham Smith, 2012. "The changing and relative efficiency of European emerging stock markets," The European Journal of Finance, Taylor & Francis Journals, vol. 18(8), pages 689-708, September.
    9. Fama, Eugene F. & French, Kenneth R., 2012. "Size, value, and momentum in international stock returns," Journal of Financial Economics, Elsevier, vol. 105(3), pages 457-472.
    10. Huang, I-Hsiang, 2011. "The cyclical behavior of the risk of value strategy: Evidence from Taiwan," Pacific-Basin Finance Journal, Elsevier, vol. 19(4), pages 404-419, September.
    11. Rattaphon Wuthisatian & Namporn Thanetsunthorn, 2018. "The Asian financial crisis: market inefficiency and speculative bubbles," International Journal of Financial Markets and Derivatives, Inderscience Enterprises Ltd, vol. 6(3), pages 240-267.
    12. Fama, Eugene F, 1991. "Efficient Capital Markets: II," Journal of Finance, American Finance Association, vol. 46(5), pages 1575-1617, December.
    13. Karolyi, G. Andrew, 2002. "Did the Asian financial crisis scare foreign investors out of Japan?," Pacific-Basin Finance Journal, Elsevier, vol. 10(4), pages 411-442, September.
    14. De Bondt, Werner F M & Thaler, Richard, 1985. "Does the Stock Market Overreact?," Journal of Finance, American Finance Association, vol. 40(3), pages 793-805, July.
    15. Anagnostidis, P. & Varsakelis, C. & Emmanouilides, C.J., 2016. "Has the 2008 financial crisis affected stock market efficiency? The case of Eurozone," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 447(C), pages 116-128.
    16. Haim Levy, 1992. "Stochastic Dominance and Expected Utility: Survey and Analysis," Management Science, INFORMS, vol. 38(4), pages 555-593, April.
    17. Manel Baucells & Franz H. Heukamp, 2006. "Stochastic Dominance and Cumulative Prospect Theory," Management Science, INFORMS, vol. 52(9), pages 1409-1423, September.
    18. Clifford S. Asness & Tobias J. Moskowitz & Lasse Heje Pedersen, 2013. "Value and Momentum Everywhere," Journal of Finance, American Finance Association, vol. 68(3), pages 929-985, June.
    19. Hoque, Hafiz A.A.B. & Kim, Jae H. & Pyun, Chong Soo, 2007. "A comparison of variance ratio tests of random walk: A case of Asian emerging stock markets," International Review of Economics & Finance, Elsevier, vol. 16(4), pages 488-502.
    20. Fama, Eugene F, 1970. "Efficient Capital Markets: A Review of Theory and Empirical Work," Journal of Finance, American Finance Association, vol. 25(2), pages 383-417, May.
    21. Fama, Eugene F & French, Kenneth R, 1996. "Multifactor Explanations of Asset Pricing Anomalies," Journal of Finance, American Finance Association, vol. 51(1), pages 55-84, March.
    22. Lakonishok, Josef & Shleifer, Andrei & Vishny, Robert W, 1994. "Contrarian Investment, Extrapolation, and Risk," Journal of Finance, American Finance Association, vol. 49(5), pages 1541-1578, December.
    23. Lim, Kian-Ping & Brooks, Robert D. & Kim, Jae H., 2008. "Financial crisis and stock market efficiency: Empirical evidence from Asian countries," International Review of Financial Analysis, Elsevier, vol. 17(3), pages 571-591, June.
    24. Ball, Ray & Gerakos, Joseph & Linnainmaa, Juhani T. & Nikolaev, Valeri, 2020. "Earnings, retained earnings, and book-to-market in the cross section of expected returns," Journal of Financial Economics, Elsevier, vol. 135(1), pages 231-254.
    25. Philip Gharghori & Sebastian Stryjkowski & Madhu Veeraraghavan, 2013. "Value versus growth: Australian evidence," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 53(2), pages 393-417, June.
    26. 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.
    27. Kim, Jae H. & Shamsuddin, Abul, 2008. "Are Asian stock markets efficient? Evidence from new multiple variance ratio tests," Journal of Empirical Finance, Elsevier, vol. 15(3), pages 518-532, June.
    28. Chan, Louis K C & Hamao, Yasushi & Lakonishok, Josef, 1991. "Fundamentals and Stock Returns in Japan," Journal of Finance, American Finance Association, vol. 46(5), pages 1739-1764, December.
    29. Oliver Linton & Esfandiar Maasoumi & Yoon-Jae Whang, 2005. "Consistent Testing for Stochastic Dominance under General Sampling Schemes," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 72(3), pages 735-765.
    30. Thierry Post, 2003. "Empirical Tests for Stochastic Dominance Efficiency," Journal of Finance, American Finance Association, vol. 58(5), pages 1905-1932, October.
    31. Porter, R. Burr & Wart, James R. & Ferguson, Donald L., 1973. "Efficient Algorithms for Conducting Stochastic Dominance Tests on Large Numbers of Portfolios," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 8(1), pages 71-81, January.
    32. Roll, Richard, 1977. "A critique of the asset pricing theory's tests Part I: On past and potential testability of the theory," Journal of Financial Economics, Elsevier, vol. 4(2), pages 129-176, March.
    33. Chowdhry, Bhagwan & Goyal, Amit, 2000. "Understanding the financial crisis in Asia," Pacific-Basin Finance Journal, Elsevier, vol. 8(2), pages 135-152, May.
    34. Chui, David & Wing Cheng, Wui & Chi Chow, Sheung & LI, Ya, 2020. "Eastern Halloween effect: A stochastic dominance approach," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 68(C).
    35. Yuhang Xing, 2008. "Interpreting the Value Effect Through the Q-Theory: An Empirical Investigation," The Review of Financial Studies, Society for Financial Studies, vol. 21(4), pages 1767-1795, July.
    36. Eugene F. Fama & Kenneth R. French, 2006. "The Value Premium and the CAPM," Journal of Finance, American Finance Association, vol. 61(5), pages 2163-2185, October.
    37. Fama, Eugene F & French, Kenneth R, 1995. "Size and Book-to-Market Factors in Earnings and Returns," Journal of Finance, American Finance Association, vol. 50(1), pages 131-155, March.
    38. Syed Aun R. Rizvi & Shaista Arshad, 2016. "How does crisis affect efficiency? An empirical study of East Asian markets," Borsa Istanbul Review, Research and Business Development Department, Borsa Istanbul, vol. 16(1), pages 1-8, March.
    39. Ding, David K. & Chua, Jia Leng & Fetherston, Thomas A., 2005. "The performance of value and growth portfolios in East Asia before the Asian financial crisis," Pacific-Basin Finance Journal, Elsevier, vol. 13(2), pages 185-199, March.
    40. Tung Liang Liao & Li-Chueh Tsai & Mei-Chu Ke & Yi-Chein Chiang & Chuan-Hao Hsu, 2019. "Financial crisis and market efficiency: evidence from European stock markets," The European Journal of Finance, Taylor & Francis Journals, vol. 25(13), pages 1194-1210, September.
    41. Lu Zhang, 2005. "The Value Premium," Journal of Finance, American Finance Association, vol. 60(1), pages 67-103, February.
    42. Ray Ball, 2009. "The Global Financial Crisis and the Efficient Market Hypothesis: What Have We Learned?," Journal of Applied Corporate Finance, Morgan Stanley, vol. 21(4), pages 8-16, September.
    43. 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.
    44. Levy, Haim & Kroll, Yoram, 1978. "Ordering Uncertain Options with Borrowing and Lending," Journal of Finance, American Finance Association, vol. 33(2), pages 553-574, May.
    45. Richardson, Scott & Tuna, Irem & Wysocki, Peter, 2010. "Accounting anomalies and fundamental analysis: A review of recent research advances," Journal of Accounting and Economics, Elsevier, vol. 50(2-3), pages 410-454, December.
    46. Levy, Haim & Wiener, Zvi, 1998. "Stochastic Dominance and Prospect Dominance with Subjective Weighting Functions," Journal of Risk and Uncertainty, Springer, vol. 16(2), pages 147-163, May-June.
    47. Alexandru Todea & Dorina Lazar, 2012. "Global Crisis and Relative Efficiency: Empirical Evidence from Central and Eastern European Stock Markets," The Review of Finance and Banking, Academia de Studii Economice din Bucuresti, Romania / Facultatea de Finante, Asigurari, Banci si Burse de Valori / Catedra de Finante, vol. 4(1), pages 045-053, June.
    48. Levy, Haim & Kroll, Yoram, 1976. "Stochastic Dominance with Riskless Assets," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 11(5), pages 743-777, December.
    49. Haim Falk & Haim Levy, 1989. "Market Reaction to Quarterly Earnings' Announcements: A Stochastic Dominance Based Test of Market Efficiency," Management Science, INFORMS, vol. 35(4), pages 425-446, April.
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