Does Asymmetric Information Drive Herding? An Empirical Analysis

Abstract The authors explore the relative significance of information and its role in herding formation among investors. They investigate this relationship at 3 scales: the market, investor, and individual stock levels. At the aggregate market level, empirical evidence obtained suggests that a more transparent environment is likely to mitigate the extent of herding intensity, mainly as a result of a decay in non–information-based “intentional” herding. At the investor level, the authors find strong evidence of asymmetric herding between investors with heterogenous information (arbitragers and noise traders). Finally, at the stock individual level, the present results show a positive and statistically significant relationship between herding intensity and 5 firm-specific measures of information asymmetry.

[1]  N. Blasco,et al.  Testing Intentional Herding in Familiar Stocks: An Experiment in an International Context , 2008 .

[2]  Maureen O'Hara,et al.  Presidential Address: Liquidity and Price Discovery , 2003 .

[3]  John Okunev,et al.  Do Momentum-Based Strategies Still Work in Foreign Currency Markets? , 2003, Journal of Financial and Quantitative Analysis.

[4]  Brett Trueman Analyst Forecasts and Herding Behavior , 1994 .

[5]  R. Ding,et al.  Fund Ownership and Stock Price Informativeness of Chinese Listed Firms , 2012 .

[6]  Clifford S. Asness,et al.  Parallels Between the Cross-Sectional Predictability of Stock and Country Returns , 1997 .

[7]  Bibo Liu,et al.  China's Secondary Privatization: Perspectives from the Split-Share Structure Reform , 2012 .

[8]  R. Huang,et al.  Following the Pied Piper: Do Individual Returns Herd around the Market? , 1995 .

[9]  L. Summers,et al.  The Noise Trader Approach to Finance , 1990 .

[10]  H. Skiba,et al.  Institutional herding in international markets , 2015 .

[11]  Mauro Gallegati,et al.  Economics with Heterogeneous Interacting Agents: A Practical Guide to Agent-Based Modeling , 2016 .

[12]  L. Fung,et al.  Assessing Financial Market Integration in Asia - Equity Markets , 2007 .

[13]  Susan M. Mangiero International Momentum Strategies , 1998 .

[14]  Mi Lin,et al.  Herd Mentality in the Stock Market: On the Role of Idiosyncratic Participants with Heterogeneous Information , 2016 .

[15]  Charles M. C. Lee,et al.  Spreads, Depths, and the Impact of Earnings Information: An Intraday Analysis , 1993 .

[16]  S. Myers Determinants of corporate borrowing , 1977 .

[17]  Chin-Wen Hsin,et al.  Stock price synchronicities and speculative trading in emerging markets , 2012 .

[18]  Lukas Menkhoff,et al.  Currency Momentum Strategies , 2011 .

[19]  Ali M. Kutan,et al.  Does herding behavior exist in Chinese stock markets , 2006 .

[20]  Charles A. Holt,et al.  Information Cascades in the Laboratory , 1998 .

[21]  R. Wermers,et al.  Mutual Fund Herding and the Impact on Stock Prices , 1998 .

[22]  Juan Yao,et al.  Investor herding behaviour of Chinese stock market , 2014 .

[23]  Lee J. Yao,et al.  The Impact of IFRS on Accounting Quality in a Regulated Market , 2011 .

[24]  R. Sias Institutional Herding , 2002 .

[25]  A. Lo,et al.  An Econometric Analysis of Nonsynchronous Trading , 1989 .

[26]  A. Banerjee,et al.  A Simple Model of Herd Behavior , 1992 .

[27]  G. Tian,et al.  Controlling Shareholder, Expropriations and Firm's Leverage Decision: Evidence from Chinese Non-Tradable Share Reform , 2012 .

[28]  Alan Kirman,et al.  Economics with Heterogeneous Interacting Agents , 2001 .

[29]  W. Newey,et al.  Hypothesis Testing with Efficient Method of Moments Estimation , 1987 .

[30]  John R. Nofsinger,et al.  Herding and Feedback Trading by Institutional and Individual Investors , 1999 .

[31]  L. Summers,et al.  Noise Trader Risk in Financial Markets , 1990, Journal of Political Economy.

[32]  Robert Whitelaw,et al.  The Real Value of China's Stock Market , 2014, SSRN Electronic Journal.

[33]  T. Mukherjee,et al.  The effect of the split share structure reform on working capital management of Chinese companies , 2017 .

[34]  Josef Lakonishok,et al.  The impact of institutional trading on stock prices , 1992 .

[35]  Russ Wermers,et al.  Mutual Fund Performance: An Empirical Decomposition into Stock-Picking Talent, Style, Transactions Costs, and Expenses , 2000 .

[36]  D. Hirshleifer,et al.  Security Analysis and Trading Patterns When Some Investors Receive Information Before Others , 1994 .

[37]  S. Green The Development of China's Stockmarket, 1984-2002: Equity Politics and Market Institutions , 2003 .

[38]  D. Hirshleifer,et al.  Herd Behaviour and Cascading in Capital Markets: A Review and Synthesis , 2003 .

[39]  The Chinese Stock Market: A Casino with 'Buffer Zones'? , 2003 .

[40]  Sheridan Titman,et al.  Performance Measurement without Benchmarks: An Examination of Mutual Fund Returns , 1993 .

[41]  Yeguang Chi Private Information in the Chinese Stock Market: Evidence from Mutual Funds and Corporate Insiders , 2016 .

[42]  T. Chiang,et al.  An empirical analysis of herd behavior in global stock markets , 2010 .

[43]  When Will Investors Herd ?-- Evidence from the Chinese Stock Markets , 2003 .

[44]  Kalok Chan,et al.  Information Asymmetry and Asset Prices: Evidence from the China Foreign Share Discount , 2008 .

[45]  E. Fama EFFICIENT CAPITAL MARKETS: A REVIEW OF THEORY AND EMPIRICAL WORK* , 1970 .

[46]  F. Takeda,et al.  The Economic Impact of Herd Behavior in the Japanese Loan Market , 2010 .

[47]  Jonathan E. Alevy,et al.  Information cascades: Evidence from a field experiment with financial market professionals , 2005 .

[48]  K. Rouwenhorst Local Return Factors and Turnover in Emerging Stock Markets , 1998 .

[49]  Jeong‐Bon Kim,et al.  Ownership Concentration, Foreign Shareholding, Audit Quality, and Stock Price Synchronicity: Evidence from China , 2009 .

[50]  Emilios C. Galariotis,et al.  Herding on fundamental information: A comparative study , 2015 .

[51]  S. Titman,et al.  Momentum Investment Strategies, Portfolio Performance, and Herding: A Study of Mutual Fund Behavior , 1994 .

[52]  Xi Rao,et al.  Market liberalization and the extent of informed trading: Evidence from China’s equity markets , 2017 .

[53]  Songlan Peng,et al.  Chinese GAAP and IFRS: An analysis of the convergence process , 2010 .

[54]  R. Shiller Stock Prices and Social Dynamics , 1984 .

[55]  Hyeongwoo Kim,et al.  Determinants of stock market comovements among US and emerging economies during the US financial crisis , 2013 .

[56]  Steven L. Jones,et al.  Herding and Feedback Trading by Different Types of Institutions and the Effects on Stock Prices , 1999 .

[57]  Chien‐Chiang Lee,et al.  Industry herding and market states: evidence from Chinese stock markets , 2013 .

[58]  Mark M. Carhart On Persistence in Mutual Fund Performance , 1997 .

[59]  S. Bikhchandani,et al.  You have printed the following article : A Theory of Fads , Fashion , Custom , and Cultural Change as Informational Cascades , 2007 .

[60]  Xiaojing Liu,et al.  What Explains Herd Behavior in the Chinese Stock Market? , 2016 .

[61]  Tatsuyoshi Okimoto,et al.  Dynamics of integration in East Asian equity markets , 2017 .

[62]  Murray Z. Frank,et al.  Testing the Pecking Order Theory of Capital Structure , 2000 .

[63]  Sheridan Titman,et al.  Portfolio Performance Evaluation: Old Issues and New Insights , 1989 .

[64]  E. C. Chang,et al.  An Examination of Herd Behavior in Equity Markets: An International Perspective , 1999 .

[65]  Burton G. Malkiel,et al.  The Efficiency of the Chinese Stock Markets: Some Unfinished Business on the Road to Economic Transformation , 2007 .

[66]  A. Bevan,et al.  Capital structure and its determinants in the UK - a decompositional analysis , 2000 .

[67]  Rhea Tingyu Zhou,et al.  Herding and information based trading , 2009 .

[68]  R. Rajan,et al.  What Do We Know About Capital Structure? Some Evidence from International Data , 1994 .

[69]  S. Bikhchandani,et al.  Herd Behavior in Financial Markets , 2000, IMF Staff Papers.

[70]  Eric G. Falkenstein,et al.  Preferences for Stock Characteristics As Revealed by Mutual Fund Portfolio Holdings , 1996 .

[71]  Sheridan Titman,et al.  The Price Impact of Institutional Trading , 2001 .

[72]  Sheng-Hung Chen,et al.  Controlling shareholders’ incentives and executive pay-for-performance sensitivity: Evidence from the split share structure reform in China , 2015 .

[73]  Dieter Nautz,et al.  The impact of information risk and market stress on institutional herding , 2013 .

[74]  Kenneth A. Froot,et al.  Herd on the Street: Informational Inefficiencies in a Market with Short-Term Speculation , 1990 .