Hedge Fund Stock Trading in the Financial Crisis of 2007-2008

We document a drastic reduction in hedge fund stock ownership during the recent financial crisis. In the two quarters around the Lehman collapse (2008Q3-Q4), hedge funds cut their equity holdings by about 29% and nearly every fourth fund dumped more than 40% of its equity portfolio in each quarter. We directly establish that investor redemptions were a primary driver of these selloffs and provide suggestive evidence that pressure from lenders was also an important determinant of stock sales. These channels were more relevant for funds with low restrictions on investors’ withdrawals and low bargaining power vis-a-vis their brokers. Also consistent with fire sales, hedge funds were more likely to sell high-volatility stocks and liquid stocks. Finally, we show indirect evidence suggesting that part of the stock selloffs occurred because hedge funds reallocated capital to other assets in a flight to quality or in pursuit of profit opportunities. _____________________ * We thank Viral Acharya, Giovanni Barone-Adesi, Alexander Eisele, Vyacheslav Fos, Craig Furfine, YeeJin Jang, Pete Kyle, Jose-Miguel Gaspar, Massimo Massa, Loriana Pelizzon, Alberto Plazzi, Steven Ongena, Tarun Ramadorai, Ronnie Sadka, Rene Stulz, Dimitri Vayanos, and seminar and conference participants at the Ohio State University, the 2 Annual Conference on Hedge Funds in Paris, the 3 Erasmus Liquidity Conference, the Wharton/FIRS pre-conference, the FIRS conference (Florence), LUISS University (Rome), and the C.R.E.D.I.T. Conference (Venice), for helpful comments.

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

[2]  Geert Bekaert,et al.  The Determinants of Stock and Bond Return Comovements , 2007 .

[3]  M. Massa,et al.  The Behavior of Intoxicated Investors: The Role of Institutional Investors in Propagating the Crisis of 2007-2008 , 2010 .

[4]  J. Hombert,et al.  Limits of Limits of Arbitrage: Theory and Evidence , 2009 .

[5]  Y. Amihud,et al.  Illiquidity and Stock Returns II: Cross-Section and Time-Series Effects , 2018, The Review of Financial Studies.

[6]  Markus K. Brunnermeier,et al.  Market Liquidity and Funding Liquidity , 2005 .

[7]  Balance Sheet Adjustments in the 2008 Crisis , 2010 .

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

[9]  William N. Goetzmann,et al.  High-Water Marks and Hedge Fund Management Contracts , 2001 .

[10]  A. Lo,et al.  Econometric Measures of Systemic Risk in the Finance and Insurance Sectors , 2010 .

[11]  A. Lo,et al.  Illiquidity Premia in Asset Returns: An Empirical Analysis of Hedge Funds, Mutual Funds, and U.S. Equity Portfolios , 2009 .

[12]  Andrew Ang,et al.  Hedge Fund Leverage , 2010 .

[13]  René M. Stulz,et al.  Hedge Fund Contagion and Liquidity Shocks , 2010 .

[14]  E. Fama,et al.  Common risk factors in the returns on stocks and bonds , 1993 .

[15]  Ronnie Sadka,et al.  Liquidity Risk and the Cross-Section of Hedge-Fund Returns , 2009 .

[16]  René M. Stulz,et al.  Hedge Fund Contagion and Liquidity , 2008 .

[17]  V. Agarwal,et al.  Risks and Portfolio Decisions Involving Hedge Funds , 2004 .

[18]  David B. Brown,et al.  Optimal Portfolio Liquidation with Distress Risk , 2010, Manag. Sci..

[19]  Denis Gromb,et al.  Equilibrium and Welfare in Markets with Financially Constrained Arbitrageurs , 2001 .

[20]  Glenn Ellison,et al.  Risk Taking by Mutual Funds as a Response to Incentives , 1995, Journal of Political Economy.

[21]  Vikas Agarwal,et al.  Role of Managerial Incentives and Discretion in Hedge Fund Performance , 2009 .

[22]  Are Hedge Funds Systemically Important , 2012 .

[23]  S. Salladay Caught on tape , 2004 .

[24]  Andrey D. Ukhov,et al.  Stock and Bond Market Liquidity: A Long-Run Empirical Analysis , 2009, Journal of Financial and Quantitative Analysis.

[25]  Myron S. Scholes Crisis and Risk Management , 2000 .

[26]  Jean Helwege,et al.  Crises, Liquidity Shocks, and Fire Sales at Financial Institutions , 2011 .

[27]  J. Stein,et al.  Aggregate Short Interest and Market Valuations , 2003 .

[28]  L. Pedersen,et al.  Slow Moving Capital , 2007 .

[29]  Todd C. Pulvino,et al.  Arbitrage Crashes and the Speed of Capital , 2011 .

[30]  Markus K. Brunnermeier,et al.  Hedge Funds and the Technology Bubble , 2003 .

[31]  Melvyn Teo The Liquidity Risk of Liquid Hedge Funds , 2011 .

[32]  H. Shin,et al.  Liquidity and Leverage , 2009 .

[33]  Igor Makarov,et al.  An econometric model of serial correlation and illiquidity in hedge fund returns , 2004 .

[34]  Denis Gromb,et al.  Limits of Arbitrage , 2010 .

[35]  A. Lo,et al.  What Happened to the Quants in August 2007? , 2007 .

[36]  A. Ellul,et al.  Investors' Horizons and the Amplification of Market Shocks , 2010 .

[37]  Dimitri Vayanos,et al.  Flight to Quality, Flight to Liquidity, and the Pricing of Risk , 2004 .

[38]  J. Campbell,et al.  Caught on Tape: Institutional Trading, Stock Returns, and Earnings Announcements , 2007 .

[39]  V. Agarwal,et al.  Flows, Performance, and Managerial Incentives in Hedge Funds , 2004 .

[40]  Haitao Li,et al.  Investing in Talents: Manager Characteristics and Hedge Fund Performances , 2008, Journal of Financial and Quantitative Analysis.

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

[42]  A. Krishnamurthy,et al.  Balance Sheet Adjustments during the 2008 Crisis , 2010 .

[43]  P. Ouimet,et al.  Hedge Funds as Investors of Last Resort , 2009 .

[44]  G. Aragon,et al.  Share restrictions and asset pricing: Evidence from the hedge fund industry , 2007 .

[45]  A. Anand,et al.  Market Crashes and Institutional Trading , 2010 .

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

[47]  Sheridan Titman,et al.  Changes in Institutional Ownership and Stock Returns: Assessment and Methodology , 2006 .

[48]  Peter Tufano,et al.  Costly Search and Mutual Fund Flows , 1998 .

[49]  Charles M. Jones,et al.  Time Variation in Liquidity: The Role of Market Maker Inventories and Revenues , 2008 .

[50]  Jin Xu,et al.  How Smart are the Smart Guys? A Unique View from Hedge Fund Stock Holdings , 2007 .

[51]  Denis Gromb,et al.  Limits of Arbitrage: The State of the Theory , 2010 .

[52]  Monica Billio,et al.  Crises and Hedge Fund Risk , 2010 .

[53]  T. Ramadorai,et al.  Asset Fire Sales and Purchases and the International Transmission of Financial Shocks , 2009 .

[54]  Liquidity Provision in the Convertible Bond Market : Analysis of Convertible Arbitrage Hedge Funds , 2007 .

[55]  W. Fung,et al.  Empirical Characteristics of Dynamic Trading Strategies: The Case of Hedge Funds , 1997 .

[56]  Illiquidity Premia in Asset Returns: An Empirical Analysis of Hedge Funds, Mutual Funds, and U.S. Equity Portfolios , 2009 .

[57]  Tarun Chordia,et al.  An Empirical Analysis of Stock and Bond Market Liquidity , 2003 .

[58]  Ruslan Goyenko Stock and Bond Pricing with Liquidity Risk , 2006 .

[59]  Hedge Funds as Liquidity Providers: Evidence from the Lehman Bankruptcy , 2009 .

[60]  Markus K. Brunnermeier,et al.  Stock Market Declines and Liquidity , 2010 .

[61]  M. Verbeek,et al.  A Portrait of Hedge Fund Investors: Flows, Performance and Smart Money , 2009 .

[62]  David Hsieh,et al.  Hedge Fund Benchmarks: A Risk-Based Approach , 2004, Financial Analysts Journal.

[63]  Andrew W. Lo,et al.  What Happened To The Quants In August 2007?: Evidence from Factors and Transactions Data , 2008 .

[64]  Appendix for "Fight or Flight? Portfolio Rebalancing by Individual Investors" , 2009 .

[65]  Charles M. Jones,et al.  Which Shorts are Informed? , 2007 .

[66]  G. Aragon,et al.  A Unique View of Hedge Fund Derivatives Usage: Safeguard or Speculation? , 2012 .

[67]  Bing Liang,et al.  Can Hedge Funds Time Market Liquidity? , 2012 .