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Herd Behavior and Rational Expectations: A Test of China's Market Using Quantile Regression

Author

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  • Yi-Chang Chen

    (Department of Finance, Ph.D. Candidate, National Sun Yat-sen University, No. 70, Lienhai, Kaohsiung City, Taiwan,)

  • Hung-Che Wu

    (Business School, Nanfang College of Sun Yat-sen University, No. 882 Wenquan Road, Wenquan Town, Conghua District, Guangzhou City, Guangdong Province, China,)

  • Jen-Jsung Huang

    (Department of Finance, National Sun Yat-sen University, No. 70, Lienhai, Kaohsiung, Taiwan.)

Abstract

This paper aims to examine whether the changes of the rational expectations of a tendency to herd among investors under different market conditions in China's market. We find that herding remains scarce during periods of market tumult. Also, herd behavior is more pronounced under rising market conditions. The results indicate that investors show different levels of rational expectations; in particular, herding strongly exists in irrational expectations. The asymmetric information effect exists in market conditions and the reactions to both fundamentals and non-fundamentals. There is no evidence of herding spillover effect from the US stock market to China's market. In spite of investors facing the financial crisis and external effects simultaneously, they still tend to follow the market consensus. This paper claims that investors' herd behavior may be obviously different due to the effectiveness of regulation, information efficiency and market integrations

Suggested Citation

  • Yi-Chang Chen & Hung-Che Wu & Jen-Jsung Huang, 2017. "Herd Behavior and Rational Expectations: A Test of China's Market Using Quantile Regression," International Journal of Economics and Financial Issues, Econjournals, vol. 7(2), pages 649-663.
  • Handle: RePEc:eco:journ1:2017-02-85
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    as
    1. Chang, Eric C. & Cheng, Joseph W. & Khorana, Ajay, 2000. "An examination of herd behavior in equity markets: An international perspective," Journal of Banking & Finance, Elsevier, vol. 24(10), pages 1651-1679, October.
    2. Lakonishok, Josef & Shleifer, Andrei & Vishny, Robert W., 1992. "The impact of institutional trading on stock prices," Journal of Financial Economics, Elsevier, vol. 32(1), pages 23-43, August.
    3. Uchida, Hirofumi & Nakagawa, Ryuichi, 2007. "Herd behavior in the Japanese loan market: Evidence from bank panel data," Journal of Financial Intermediation, Elsevier, vol. 16(4), pages 555-583, October.
    4. Yoshio Iihara & Hideaki Kiyoshi Kato & Toshifumi Tokunaga, 2001. "Investors' Herding on the Tokyo Stock Exchange," International Review of Finance, International Review of Finance Ltd., vol. 2(1&2), pages 71-98.
    5. Jian Zhou & Randy Anderson, 2013. "An Empirical Investigation of Herding Behavior in the U.S. REIT Market," The Journal of Real Estate Finance and Economics, Springer, vol. 47(1), pages 83-108, July.
    6. Phil Holmes & Vasileios Kallinterakis & M P Leite Ferreira, 2013. "Herding in a Concentrated Market: a Question of Intent," European Financial Management, European Financial Management Association, vol. 19(3), pages 497-520, June.
    7. Brian H. Boyer & Tomomi Kumagai & Kathy Yuan, 2006. "How Do Crises Spread? Evidence from Accessible and Inaccessible Stock Indices," Journal of Finance, American Finance Association, vol. 61(2), pages 957-1003, April.
    8. Bowe, Michael & Domuta, Daniela, 2004. "Investor herding during financial crisis: A clinical study of the Jakarta Stock Exchange," Pacific-Basin Finance Journal, Elsevier, vol. 12(4), pages 387-418, September.
    9. Lin, Anchor Y. & Lin, Yueh-Neng, 2014. "Herding of institutional investors and margin traders on extreme market movements," International Review of Economics & Finance, Elsevier, vol. 33(C), pages 186-198.
    10. Hwang, Soosung & Salmon, Mark, 2004. "Market stress and herding," Journal of Empirical Finance, Elsevier, vol. 11(4), pages 585-616, September.
    11. Chiang, Thomas C. & Zheng, Dazhi, 2010. "An empirical analysis of herd behavior in global stock markets," Journal of Banking & Finance, Elsevier, vol. 34(8), pages 1911-1921, August.
    12. Sushil Bikhchandani & Sunil Sharma, 2001. "Herd Behavior in Financial Markets," IMF Staff Papers, Palgrave Macmillan, vol. 47(3), pages 1-1.
    13. Blasco, Natividad & Corredor, Pilar & Ferreruela, Sandra, 2017. "Can agents sensitive to cultural, organizational and environmental issues avoid herding?," Finance Research Letters, Elsevier, vol. 22(C), pages 114-121.
    14. Chiang, Thomas C. & Li, Jiandong & Tan, Lin, 2010. "Empirical investigation of herding behavior in Chinese stock markets: Evidence from quantile regression analysis," Global Finance Journal, Elsevier, vol. 21(1), pages 111-124.
    15. Kenneth A. Kim & John R. Nofsinger, 2005. "Institutional Herding, Business Groups, and Economic Regimes: Evidence from Japan," The Journal of Business, University of Chicago Press, vol. 78(1), pages 213-242, January.
    16. Carhart, Mark M, 1997. "On Persistence in Mutual Fund Performance," Journal of Finance, American Finance Association, vol. 52(1), pages 57-82, March.
    17. Richard W. Sias, 2004. "Institutional Herding," Review of Financial Studies, Society for Financial Studies, vol. 17(1), pages 165-206.
    18. Demirer, Rıza & Kutan, Ali M. & Zhang, Huacheng, 2014. "Do ADR investors herd?: Evidence from advanced and emerging markets," International Review of Economics & Finance, Elsevier, vol. 30(C), pages 138-148.
    19. Itzhak Venezia & Amrut Nashikkar & Zur Shapira, 2011. "Firm specific and macro herding by professional and amateur investors and their effects on market volatility," Discussion Paper Series dp586, The Federmann Center for the Study of Rationality, the Hebrew University, Jerusalem.
    20. Vasileios Kallinterakis & Tatyana Kratunova, 2007. "Does thin Trading Impact Upon the Measurement of Herding? Evidence from Bulgaria," Ekonomia, Cyprus Economic Society and University of Cyprus, vol. 10(1), pages 42-65, Summer.
    21. Bikhchandani, Sushil & Hirshleifer, David & Welch, Ivo, 1992. "A Theory of Fads, Fashion, Custom, and Cultural Change in Informational Cascades," Journal of Political Economy, University of Chicago Press, vol. 100(5), pages 992-1026, October.
    22. Venezia, Itzhak & Nashikkar, Amrut & Shapira, Zur, 2011. "Firm specific and macro herding by professional and amateur investors and their effects on market volatility," Journal of Banking & Finance, Elsevier, vol. 35(7), pages 1599-1609, July.
    23. Ziyao Luo & Christophe Schinckus, 2015. "Herding behaviour in asymmetric and extreme situations: the case of China," Applied Economics Letters, Taylor & Francis Journals, vol. 22(11), pages 869-873, July.
    24. Welch, Ivo, 1992. "Sequential Sales, Learning, and Cascades," Journal of Finance, American Finance Association, vol. 47(2), pages 695-732, June.
    25. Gębka, Bartosz & Wohar, Mark E., 2013. "International herding: Does it differ across sectors?," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 23(C), pages 55-84.
    26. Natividad Blasco & Pilar Corredor & Sandra Ferreruela, 2012. "Does herding affect volatility? Implications for the Spanish stock market," Quantitative Finance, Taylor & Francis Journals, vol. 12(2), pages 311-327, July.
    27. Tan, Lin & Chiang, Thomas C. & Mason, Joseph R. & Nelling, Edward, 2008. "Herding behavior in Chinese stock markets: An examination of A and B shares," Pacific-Basin Finance Journal, Elsevier, vol. 16(1-2), pages 61-77, January.
    28. Grinblatt, Mark & Titman, Sheridan & Wermers, Russ, 1995. "Momentum Investment Strategies, Portfolio Performance, and Herding: A Study of Mutual Fund Behavior," American Economic Review, American Economic Association, vol. 85(5), pages 1088-1105, December.
    29. Zhou, Rhea Tingyu & Lai, Rose Neng, 2009. "Herding and information based trading," Journal of Empirical Finance, Elsevier, vol. 16(3), pages 388-393, June.
    30. Devenow, Andrea & Welch, Ivo, 1996. "Rational herding in financial economics," European Economic Review, Elsevier, vol. 40(3-5), pages 603-615, April.
    31. Ziyao Luo & Christophe Schinckus, 2015. "The influence of the US market on herding behaviour in China," Applied Economics Letters, Taylor & Francis Journals, vol. 22(13), pages 1055-1058, September.
    32. 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.
    33. Esin Cakan & Aram Balagyozyan, 2014. "Herd behaviour in the Turkish banking sector," Applied Economics Letters, Taylor & Francis Journals, vol. 21(2), pages 75-79, January.
    34. Balcilar, Mehmet & Demirer, Rıza & Hammoudeh, Shawkat, 2013. "Investor herds and regime-switching: Evidence from Gulf Arab stock markets," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 23(C), pages 295-321.
    35. Economou, Fotini & Kostakis, Alexandros & Philippas, Nikolaos, 2011. "Cross-country effects in herding behaviour: Evidence from four south European markets," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 21(3), pages 443-460, July.
    36. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
    37. Stephanie Kremer & Dieter Nautz, 2013. "Short†term Herding of Institutional Traders: New Evidence from the German Stock Market," European Financial Management, European Financial Management Association, vol. 19(4), pages 730-746, September.
    38. Lao, Paulo & Singh, Harminder, 2011. "Herding behaviour in the Chinese and Indian stock markets," Journal of Asian Economics, Elsevier, vol. 22(6), pages 495-506.
    39. Demirer, RIza & Kutan, Ali M., 2006. "Does herding behavior exist in Chinese stock markets?," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 16(2), pages 123-142, April.
    40. John R. Nofsinger & Richard W. Sias, 1999. "Herding and Feedback Trading by Institutional and Individual Investors," Journal of Finance, American Finance Association, vol. 54(6), pages 2263-2295, December.
    41. David Hirshleifer & Siew Hong Teoh, 2003. "Herd Behaviour and Cascading in Capital Markets: a Review and Synthesis," European Financial Management, European Financial Management Association, vol. 9(1), pages 25-66, March.
    42. Galariotis, Emilios C. & Rong, Wu & Spyrou, Spyros I., 2015. "Herding on fundamental information: A comparative study," Journal of Banking & Finance, Elsevier, vol. 50(C), pages 589-598.
    43. Yao, Juan & Ma, Chuanchan & He, William Peng, 2014. "Investor herding behaviour of Chinese stock market," International Review of Economics & Finance, Elsevier, vol. 29(C), pages 12-29.
    44. Sam Wylie, 2005. "Fund Manager Herding: A Test of the Accuracy of Empirical Results Using U.K. Data," The Journal of Business, University of Chicago Press, vol. 78(1), pages 381-403, January.
    45. Choi, Nicole & Sias, Richard W., 2009. "Institutional industry herding," Journal of Financial Economics, Elsevier, vol. 94(3), pages 469-491, December.
    46. Demirer, Riza & Kutan, Ali M. & Chen, Chun-Da, 2010. "Do investors herd in emerging stock markets?: Evidence from the Taiwanese market," Journal of Economic Behavior & Organization, Elsevier, vol. 76(2), pages 283-295, November.
    47. Moatemri Ouarda & Abdelfatteh El Bouri & Olivero Bernard, 2013. "Herding Behavior under Markets Condition: Empirical Evidence on the European Financial Markets," International Journal of Economics and Financial Issues, Econjournals, vol. 3(1), pages 214-228.
    48. Ouarda Moatemri & Abdelfatteh El Bouri & Bernard Olivero, 2013. "Herding Behavior under Markets Condition: Empirical Evidence on the European Financial Markets," Post-Print hal-02103219, HAL.
    49. Laura Andreu & Cristina Ortiz & Jose Luis Sarto, 2009. "Herding behaviour in strategic asset allocations: new approaches on quantitative and intertemporal imitation," Applied Financial Economics, Taylor & Francis Journals, vol. 19(20), pages 1649-1659.
    50. Babalos, Vassilios & Balcilar, Mehmet & Gupta, Rangan, 2015. "Herding behavior in real estate markets: Novel evidence from a Markov-switching model," Journal of Behavioral and Experimental Finance, Elsevier, vol. 8(C), pages 40-43.
    51. Mobarek, Asma & Mollah, Sabur & Keasey, Kevin, 2014. "A cross-country analysis of herd behavior in Europe," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 32(C), pages 107-127.
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    More about this item

    Keywords

    Rational Expectations; Herd Behavior; Asymmetric Information Effect; Spillover Effect;
    All these keywords.

    JEL classification:

    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading
    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • G02 - Financial Economics - - General - - - Behavioral Finance: Underlying Principles

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