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Mining the Short Side: Institutional Investors and Stock Market Anomalies

Published online by Cambridge University Press:  04 May 2022

Xin Gao
Affiliation:
Sacred Heart University Jack Welch College of Business [email protected]
Ying Wang*
Affiliation:
State University of New York at Albany School of Business and Center for Institutional Investment Management
*
[email protected] (corresponding author)
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Abstract

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This article investigates the short-side anomaly trading behavior of alternative mutual funds (AMFs) based on their short positions in U.S. domestic equities. In aggregate, AMFs demonstrate the ability to exploit well-documented stock market anomalies on the short side, and the overpriced stocks sold short by AMFs generate significant negative alpha. Further, AMFs’ short-side trades exhibit significant return predictability, which can at least partially derive from their ability to process public information on firm and anomaly characteristics. Finally, AMFs’ short-side anomaly-based trading activity and profitability appear to be more pronounced among the stocks with higher credit risk or dynamic short-selling risk.

Type
Research Article
Copyright
© The Author(s), 2022. Published by Cambridge University Press on behalf of the Michael G. Foster School of Business, University of Washington

Footnotes

We are grateful to an Hendrik Bessembinder (the editor), Nicole Boyson (the referee), Si Cheng, Egemen Genc, Betsy Laydon, Linghang Zeng, Yifeng Zhu, and seminar participants at the 2018 Australasian Finance and Banking Conference, 2019 China International Conference in Finance, 2019 Eastern Finance Association Annual Meeting, 2019 Financial Management Association Annual Meeting, 2019 Midwest Finance Association Annual Meeting, and 2019 Southern Finance Association Annual Meeting for helpful comments and suggestions on an earlier draft of the paper entitled “Do Institutional Investors Exploit Market Anomalies? New Evidence from Alternative Mutual Funds.”

References

Agarwal, V.; Boyson, N. M.; and Naik, N. Y.. “Hedge Funds for Retail Investors? An Examination of Hedged Mutual Funds.” Journal of Financial and Quantitative Analysis, 44 (2009), 273305.CrossRefGoogle Scholar
Akbas, F.; Armstrong, W. J.; Sorescu, S.; and Subrahmanyam, A.. “Smart Money, Dumb Money, and Capital Market Anomalies.” Journal of Financial Economics, 118 (2015), 355382.CrossRefGoogle Scholar
Ali, A.; Chen, X.; Yao, T.; and Yu, T.. “Do Mutual Funds Profit from the Accruals Anomaly?Journal of Accounting Research, 46 (2008), 126.CrossRefGoogle Scholar
Ali, A.; Chen, X.; Yao, T.; and Yu, T.. “Can Mutual Funds Profit from Post Earnings Announcement Drift? The Role of Competition.” Journal of Banking & Finance, 114 (2020), 105774.CrossRefGoogle Scholar
Amihud, Y.Illiquidity and Stock Returns: Cross-Section and Time-Series Effects.” Journal of Financial Markets, 5 (2002), 3156.CrossRefGoogle Scholar
Avramov, D.; Cheng, S.; and Hameed, A.. “Mutual Funds and Mispriced Stocks.” Management Science, 66 (2020), 23722395.CrossRefGoogle Scholar
Avramov, D.; Chordia, T.; Jostova, G.; and Philipov, A.. “Anomalies and Financial Distress.” Journal of Financial Economics, 108 (2013), 139159.CrossRefGoogle Scholar
Baker, M.; Litov, L.; Wachter, J. A.; and Wurgler, J.. “Can Mutual Fund Managers Pick Stocks? Evidence from Their Trades Prior to Earnings Announcements.” Journal of Financial and Quantitative Analysis, 45 (2010), 11111131.CrossRefGoogle Scholar
Calluzzo, P.; Moneta, F.; and Topaloglu, S.. “When Anomalies Are Publicized Broadly, Do Institutions Trade Accordingly?Management Science, 65 (2019), 45554574.CrossRefGoogle Scholar
Chen, Y.; Da, Z.; and Huang, D.. “Arbitrage Trading: The Long and the Short of It.” Review of Financial Studies, 32 (2019), 16081646.CrossRefGoogle Scholar
Chen, H.; Desai, H.; and Krishnamurthy, S.. “A First Look at Mutual Funds That Use Short Sales.” Journal of Financial and Quantitative Analysis, 48 (2013), 761787.CrossRefGoogle Scholar
Chen, J.; Hong, H.; and Stein, J. C.. “Breadth of Ownership and Stock Returns.” Journal of Financial Economics, 66 (2002), 171205.CrossRefGoogle Scholar
Chen, H.-L.; Jegadeesh, N.; and Wermers, R.. “The Value of Active Mutual Fund Management: An Examination of the Stockholdings and Trades of Fund Managers.” Journal of Financial and Quantitative Analysis, 35 (2000), 343368.CrossRefGoogle Scholar
Chen, L.; Novy-Marx, R.; and Zhang, L.. “An Alternative Three-Factor Model.” Working Paper, University of Rochester (2011).CrossRefGoogle Scholar
Cooper, M. J.; Gulen, H.; and Schill, M. J.. “Asset Growth and the Cross-Section of Stock Returns.” Journal of Finance, 63 (2008), 16091651.CrossRefGoogle Scholar
Coval, J., and Stafford, E.. “Asset Fire Sales (and Purchases) in Equity Markets.” Journal of Financial Economics, 86 (2007), 479512.CrossRefGoogle Scholar
Crane, A. D.; Crotty, K.; and Umar, T.. “Public and Private Information: Complements or Substitutes.” Working Paper, Rice University (2020).Google Scholar
Cremers, K. M., and Petajisto, A.. “How Active Is Your Fund Manager? A New Measure that Predicts Performance.” Review of Financial Studies, 22 (2009), 33293365.CrossRefGoogle Scholar
Edelen, R. M.; Ince, O. S.; and Kadlec, G. B.. “Institutional Investors and Stock Return Anomalies.” Journal of Financial Economics, 119 (2016), 472488.CrossRefGoogle Scholar
Elton, E. J.; Gruber, M. J.; and Blake, C. R.. “A First Look at the Accuracy of the CRSP Mutual Fund Database and a Comparison of the CRSP and Morningstar Mutual Fund Databases.” Journal of Finance, 56 (2001), 24152430.CrossRefGoogle Scholar
Engelberg, J. E.; Evans, R. B.; Leonard, G.; Reed, A. V.; and Ringgenberg, M. C.. “The Loan Fee Anomaly: A Short Seller’s Best Ideas.” Working Paper, University of California, San Diego (2020).Google Scholar
Engelberg, J. E.; Reed, A. V.; and Ringgenberg, M. C.. “Short-Selling Risk.” Journal of Finance, 73 (2018), 755786.CrossRefGoogle Scholar
Fama, E. F., and French, K. R.. “Common Risk Factors in the Returns on Stocks and Bonds.” Journal of Financial Economics, 33 (1993), 356.CrossRefGoogle Scholar
Fama, E. F., and French, K. R.. “Profitability, Investment and Average Returns.” Journal of Financial Economics, 82 (2006), 491518.CrossRefGoogle Scholar
Fama, E. F., and French, K. R.. “Dissecting Anomalies.” Journal of Finance, 63 (2008), 16531678.CrossRefGoogle Scholar
Fama, E. F., and MacBeth, J. D.. “Risk, Return, and Equilibrium: Empirical Tests.” Journal of Political Economy, 81 (1973), 607636.CrossRefGoogle Scholar
Fischer, P. E., and Verrecchia, R. E.. “Public Information and Heuristic Trade.” Journal of Accounting and Economics, 27 (1999), 89124.CrossRefGoogle Scholar
Grinblatt, M.; Titman, S.; and Wermers, R.. “Momentum Investment Strategies, Portfolio Performance, and Herding: A Study of Mutual Fund Behavior.” American Economic Review, 85 (1995), 10881105.Google Scholar
Heinrichs, A.; Park, J.; and Soltes, E. F.. “Who Consumes Firm Disclosures? Evidence from Earnings Conference Calls.” Accounting Review, 94 (2019), 205231.CrossRefGoogle Scholar
Hirshleifer, D.; Hou, K.; Teoh, S. H.; and Zhang, Y.. “Do Investors Overvalue Firms with Bloated Balance Sheets?Journal of Accounting and Economics, 38 (2004), 297331.CrossRefGoogle Scholar
Huang, J.-Z., and Wang, Y.. “Should Investors Invest in Hedge Fund-like Mutual Funds? Evidence from the 2007 Financial Crisis.” Journal of Financial Intermediation, 22 (2013), 482512.CrossRefGoogle Scholar
Huang, J.-Z., and Wang, Y.. “Timing Ability of Government Bond Fund Managers: Evidence from Portfolio Holdings.” Management Science, 60 (2014), 20912109.CrossRefGoogle Scholar
Jegadeesh, N., and Titman, S.. “Returns to Buying Winners and Selling Losers: Implications for Stock Market Efficiency.” Journal of Finance, 48 (1993), 6591.CrossRefGoogle Scholar
Kacperczyk, M., and Seru, A.. “Fund Manager Use of Public Information: New Evidence on Managerial Skills.” Journal of Finance, 62 (2007), 485528.CrossRefGoogle Scholar
Kim, O., and Verrecchia, R. E.. “Do Short Sellers Trade on Private Information or False Information?Journal of Accounting and Economics, 17 (1994), 9971023.Google Scholar
Lewellen, J.Institutional Investors and the Limits of Arbitrage.” Journal of Financial Economics, 102 (2011), 6280.CrossRefGoogle Scholar
Lou, D.A Flow-Based Explanation for Return Predictability.” Review of Financial Studies, 25 (2012), 34573489.CrossRefGoogle Scholar
Lyandres, E.; Sun, L.; and Zhang, L.. “The New Issues Puzzle: Testing the Investment-Based Explanation.” Review of Financial Studies, 21 (2007), 28252855.CrossRefGoogle Scholar
McLean, R. D., and Pontiff, J.. “Does Academic Research Destroy Stock Return Predictability?Journal of Finance, 71 (2016), 532.CrossRefGoogle Scholar
Miller, E. M.Risk, Uncertainty, and Divergence of Opinion.” Journal of Finance, 32 (1977), 11511168.CrossRefGoogle Scholar
Newey, W. K., and West, K. D.. “A Simple, Positive Semi-Definite, Heteroskedasticity and Autocorrelation Consistent Covariance Matrix.” Econometrica, 55 (1987), 703708.CrossRefGoogle Scholar
Novy-Marx, R.The Other Side of Value: The Gross Profitability Premium.” Journal of Financial Economics, 108 (2013), 128.CrossRefGoogle Scholar
Ohlson, J. A.Financial Ratios and the Probabilistic Prediction of Bankruptcy.” Journal of Accounting Research, 18 (1980), 109131.CrossRefGoogle Scholar
Pontiff, J., and Woodgate, A.. “Share Issuance and Cross-Sectional Returns.” Journal of Finance, 63 (2008), 921945.CrossRefGoogle Scholar
Purnanandam, A., and Seyhun, H. N.. “Do Short Sellers Trade on Private Information or False Information?Journal of Financial and Quantitative Analysis, 53 (2018), 9971023.CrossRefGoogle Scholar
Shumway, T.The Delisting Bias in CRSP Data.” Journal of Finance, 52 (1997), 327340.CrossRefGoogle Scholar
Sloan, R. G.Do Stock Prices Fully Reflect Information in Accruals and Cash Flows about Future Earnings?Accounting Review, 71 (1996), 289315.Google Scholar
Stambaugh, R. F.; Yu, J.; and Yuan, Y.. “The Short of It: Investor Sentiment and Anomalies.” Journal of Financial Economics, 104 (2012), 288302.CrossRefGoogle Scholar
Stambaugh, R. F.; Yu, J.; and Yuan, Y.. “Arbitrage Asymmetry and the Idiosyncratic Volatility Puzzle.” Journal of Finance, 70 (2015), 19031948.CrossRefGoogle Scholar
Wang, H., and Yu, J.. “Dissecting the Profitability Premium.” Working Paper, Tsinghua University (2013).Google Scholar
Yan, X., and Zhang, Z.. “Institutional Investors and Equity Returns: Are Short-Term Institutions Better Informed?Review of Financial Studies, 22 (2007), 893924.CrossRefGoogle Scholar
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