Measuring Investor Sentiment with Mutual Fund Flows

We investigate a proxy for monthly shifts between bond funds and equity funds in the USA: aggregate net exchanges of equity funds. This measure (which is negatively related to changes in VIX) is positively contemporaneously correlated with aggregate stock market excess returns: One standard deviation of net exchanges is related to 1.95% of market excess return. Our main new finding is that 85% (all) of the contemporaneous relation is reversed within four (ten) months. The effect is stronger in smaller stocks and in growth stocks. These findings support the notion of “noise” in aggregate market prices induced by investor sentiment.

[1]  Malcolm P. Baker,et al.  Global, Local, and Contagious Investor Sentiment , 2009 .

[2]  James D. Hamilton Time Series Analysis , 1994 .

[3]  M. Statman Investor Sentiment and Stock Returns , 1999 .

[4]  Geoffrey C. Friesen,et al.  Investor Timing and Fund Distribution Channels , 2008 .

[5]  Michael Kobal Dumb Money: Mutual Fund Flows and the Cross-Section of Stock Returns , 2009 .

[6]  Jerold B. Warner,et al.  Aggregate Price Effects of Institutional Trading: A Study of Mutual Fund Flow and Market Returns , 2001 .

[7]  Azi Ben-Rephael,et al.  The Price Pressure of Aggregate Mutual Fund Flows , 2008, Journal of Financial and Quantitative Analysis.

[8]  Keith H. Black Index Funds and Stock Market Growth , 2003 .

[9]  R. Stambaugh,et al.  Predictive Regressions , 1999 .

[10]  Vincent A. Warther Aggregate mutual fund flows and security returns , 1995 .

[11]  Mingxi Wang,et al.  Investor Sentiment and the Cross-Section of Stock Returns , 2009 .

[12]  Joshua D. Coval,et al.  Asset Fire Sales (and Purchases) in Equity Markets , 2005 .

[13]  Clifford M. Hurvich,et al.  Predictive Regressions: A Reduced-Bias Estimation Method , 2002, Journal of Financial and Quantitative Analysis.

[14]  R. Neal,et al.  Do Measures of Investor Sentiment Predict Returns? , 1998, Journal of Financial and Quantitative Analysis.

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

[16]  Russ Wermers,et al.  Is Money Really 'Smart'? New Evidence on the Relation between Mutual Fund Flows, Manager Behavior, and Performance Persistence , 2003 .

[17]  Louis H. Ederington,et al.  Evidence on Investor Behavior from Aggregate Stock Mutual Fund Flows , 2009 .

[18]  Geoffrey C. Friesen,et al.  Mutual Fund Flows and Investor Returns: An Empirical Examination of Fund Investor Timing Ability , 2007 .

[19]  Malcolm P. Baker,et al.  Investor Sentiment and the Cross-Section of Stock Returns , 2003 .

[20]  D. Andrews Tests for Parameter Instability and Structural Change with Unknown Change Point , 1993 .

[21]  O. Scaillet,et al.  False Discoveries in Mutual Fund Performance: Measuring Luck in Estimated Alphas , 2005 .

[22]  The Price Pressure of Aggregate Mutual Fund Flows , 2010, Journal of Financial and Quantitative Analysis.

[23]  A. Shleifer,et al.  The Limits of Arbitrage , 1995 .

[24]  L. Fant,et al.  Investment behavior of mutual fund shareholders: The evidence from aggregate fund flows☆ , 1999 .

[25]  Michael Lemmon,et al.  Consumer Confidence and Asset Prices: Some Empirical Evidence , 2002 .

[26]  Avanidhar Subrahmanyam,et al.  Behavioral Finance: A Review and Synthesis , 2007 .

[27]  Bayram Veli Salur Investor sentiment in the stock market , 2013 .

[28]  Daniel C. Indro Does Mutual Fund Flow Reflect Investor Sentiment? , 2004 .

[29]  Jack L. Treynor,et al.  Can mutual funds outguess the market? Harvard Business Review 44 , 1966 .

[30]  Joshua D. Coval,et al.  Asset Fire Sales (and Purchases) in Equity Markets , 2005 .

[31]  H. White A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity , 1980 .

[32]  Mutual Funds and Stock and Bond Market Stability , 1997 .

[33]  Yi Wang,et al.  Multiple-Predictor Regressions: Hypothesis Testing , 2009 .