Do Limit Orders Alter Inferences About Investor Performance and Behavior?

Individual investors lose money around earnings announcements, experience poor posttrade returns, exhibit the disposition effect, and make contrarian trades. Using simulations and trading records of all individual investors in Finland, I find that these trading patterns can be explained in large part by investors' use of limit orders. These patterns arise mechanically because limit orders are price-contingent and suffer from adverse selection. Reverse causality from behavioral biases to order choices does not appear to explain my findings. I propose a simple method for measuring a data set's susceptibility to this limit order effect. Copyright (c) 2010 The American Finance Association.

[1]  Joel Hasbrouck,et al.  Empirical Market Microstructure: The Institutions, Economics, and Econometrics of Securities Trading , 2007 .

[2]  D. Hirshleifer,et al.  Beyond the Disposition Effect: Do Investors Really Like Gains More Than Losses? , 2011 .

[3]  Puneet Handa,et al.  Limit Order Trading , 1995 .

[4]  Thierry Foucault,et al.  Order flow composition and trading costs in a dynamic limit order market 1 I am grateful to Bruno Bi , 1999 .

[5]  Just How Much Do Individual Investors Lose By Trading? , 2007 .

[6]  Brad M. Barber,et al.  Boys Will Be Boys: Gender, Overconfidence, and Common Stock Investment , 1998 .

[7]  Ohad Kadan,et al.  Limit Order Book as a Market for Liquidity , 2001 .

[8]  Pedro Santa-Clara,et al.  Earnings Announcements are Full of Surprises , 2008 .

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

[10]  R. Kenneth,et al.  FRENCH, and . Stock return variances: The arrival of information and the reaction of traders, Journal of Financial Economics, , . , 1986 .

[11]  J. Griffin,et al.  Who Drove and Burst the Tech Bubble? , 2010 .

[12]  Hong Liu,et al.  So What Orders Do Informed Traders Use? , 2004 .

[13]  Dan Galai,et al.  Information Effects on the Bid‐Ask Spread , 1983 .

[14]  J. Doyle,et al.  The Timing of Earnings Announcements: An Examination of the Strategic Disclosure Hypothesis , 2008 .

[15]  L. Harris Trading and Exchanges: Market Microstructure for Practitioners , 2002 .

[16]  K. French,et al.  Presidential Address: The Cost of Active Investing , 2008 .

[17]  W. Bagehot The Only Game in Town , 1971 .

[18]  Ning Zhu,et al.  Do Retail Trades Move Markets , 2009 .

[19]  Chip Heath,et al.  Psychological Factors and Stock Option Exercise , 1998 .

[20]  Robert J. Bloomfield,et al.  The 'Make or Take' Decision in an Electronic Market: Evidence on the Evolution of Liquidity , 2002 .

[21]  Markku Vieru,et al.  Impact of Investors' Trading Activity to Post-Earnings Announcement Drift , 2005 .

[22]  Narasimhan Jegadeesh,et al.  Evidence of Predictable Behavior of Security Returns , 1990 .

[23]  Ioanid Roşu A Dynamic Model of the Limit Order Book , 2008 .

[24]  Brad M. Barber,et al.  Just How Much Do Individual Investors Lose By Trading? , 2007 .

[25]  Sheridan Titman,et al.  Individual Investor Trading and Stock Returns , 2004 .

[26]  Ijaz Nabi Investment in Segmented Capital Markets , 1989 .

[27]  Gur Huberman,et al.  Correlated Trading and Returns , 2006 .

[28]  A. Anand,et al.  Empirical evidence on the evolution of liquidity: Choice of market versus limit orders by informed and uninformed traders , 2005 .

[29]  Brad M. Barber,et al.  Detecting Long-Run Abnormal Stock Returns: The Empirical Power and Specification of Test Statistics , 1997 .

[30]  Brad M. Barber,et al.  Trading is Hazardous to Your Wealth: The Common Stock Investment Performance of Individual Investors , 2000 .

[31]  Christine A. Parlour Price Dynamics in Limit Order Markets , 1998 .

[32]  H. Bessembinder,et al.  Does an Electronic Stock Exchange Need an Upstairs Market? , 2002 .

[33]  Uday Rajan,et al.  Informed Traders and Limit Order Markets , 2008 .

[34]  Charles M. C. Lee,et al.  Retail Investor Sentiment and Return Comovements , 2005 .

[35]  G. Constantinides The Disposition to Sell Winners Too Early and Ride Losers Too Long: Theory and Evidence: Discussion , 1985 .

[36]  A. Richards Big Fish in Small Ponds: The Trading Behavior and Price Impact of Foreign Investors in Asian Emerging Equity Markets , 2003 .

[37]  N. Barberis,et al.  What Drives the Disposition Effect? An Analysis of a Long-Standing Preference-Based Explanation , 2006 .

[38]  Mark Grinblatt,et al.  The investment behavior and performance of various investor types: a study of Finland's unique data set , 2000 .

[39]  Kalman J. Cohen,et al.  Transaction Costs, Order Placement Strategy, and Existence of the Bid-Ask Spread , 1981, Journal of Political Economy.

[40]  Ning Zhu,et al.  Rain or Shine: Where is the Weather Effect? , 2002 .

[41]  L. Glosten Is the Electronic Open Limit Order Book Inevitable , 1994 .

[42]  Mark S. Seasholes,et al.  Do Investor Sophistication and Trading Experience Eliminate Behavioral Biases in Financial Markets , 2005 .

[43]  K. French,et al.  Stock return variances: The arrival of information and the reaction of traders , 1986 .

[44]  R. Ignatius Are Investors Reluctant to Realize Their Losses , 1999 .

[45]  Terrance Odean,et al.  The Common Stock Investment Performance of Individual Investors , 1998 .

[46]  Paul R. Milgrom,et al.  Bid, ask and transaction prices in a specialist market with heterogeneously informed traders , 1985 .

[47]  Sheridan Titman,et al.  Individual Investor Trading and Return Patterns Around Earnings Announcements , 2010 .

[48]  R. Ball,et al.  An empirical evaluation of accounting income numbers , 1968 .

[49]  Sugato Chakravarty,et al.  An Integrated Model of Market and Limit Orders , 1995 .

[50]  Zur Shapira,et al.  Patterns of Behavior of Professionally Managed and Independent Investors , 2000 .

[51]  A. Ekholm How Do Different Types of Investors React to New Earnings Information? , 2006 .

[52]  Christine A. Parlour,et al.  Equilibrium in a Dynamic Limit Order Market , 2003 .

[53]  A. Ekholm,et al.  Overconfidence and Investor Size , 2002 .

[54]  Narasimhan Jegadeesh,et al.  Returns to Buying Winners and Selling Losers: Implications for Stock Market Efficiency , 1993 .

[55]  Jeffrey H. Harris,et al.  The Dynamics of Institutional and Individual Trading , 2003 .

[56]  Sheridan Titman,et al.  Individual Investor Trading and Stock Returns , 2008 .

[57]  Lawrence Harris,et al.  Optimal Dynamic Order Submission Strategies In Some Stylized Trading Problems , 1998 .

[58]  Brad M. Barber,et al.  Improved Methods for Tests of Long-Run Abnormal Stock Returns , 1999 .

[59]  Brian A. Maris The Long-Lasting Momentum in Weekly Returns , 2008 .

[60]  James N. Myers,et al.  Do Individual Investors Cause Post-Earnings Announcement Drift? Direct Evidence from Personal Trades , 2003 .

[61]  Terrance Odean Do Investors Trade Too Much? , 1998 .

[62]  Mark Grinblatt,et al.  What Makes Investors Trade? , 2000 .

[63]  Mark Grinblatt,et al.  Sensation Seeking, Overconfidence, and Trading Activity , 2006 .

[64]  Hsin-Yi Yu,et al.  The Effect of Attention on Buying Behavior During a Financial Crisis: Evidence from the Taiwan Stock Exchange , 2010 .