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Seoul Journal of Economics - Vol. 22 , No. 2

[ Article ]
Seoul Journal of Economics - Vol. 22, No. 2, pp. 263-287
Abbreviation: SJE
ISSN: 1225-0279 (Print)
Print publication date 31 May 2009
Received 27 Apr 2009 Revised 03 May 2009

Analyst Forecast Dispersion, Trading Volume, and Stock Return
Wonseok Choi ; Kenton Hoyem ; Jung-Wook Kim
Vice President, JPMorgan Asset Management, 245 Park Avenue, 4th Floor, New York, 10167, USA, Tel: +212-648-0803 (wonseok.x.choi@jpmorgan.com)
Research Associate, Financial Engines, 1804 Embarcadero Drive, Palo Alto, California, 94303, USA, Tel: +650-565-2181, Fax: +650-565-2140 (khoyem@financialengines.com)
Assistant Professor, Department of Finance and Management Science, School of Business, University of Alberta, Edmonton, Alberta, T6G 2R6, Canada, Tel: +780-492-7987, Fax: +780-492-3325 (jungwook.kim@ualberta.ca)

JEL Classification: G1, G12, G14


Abstract

We examine the relationship between opinion divergence among analysts, trading volume, and stock returns around earnings announcements. We find that the positive relation between volume and subsequent returns is stronger among stocks with lower dispersion in analysts’ earnings estimates. We show that the high -volume stocks with low opinion divergence also have good past performance, suggesting that the selling pressure from investors with disposition effect may be the cause for the positive volumereturn relationship.


Keywords: Analyst forecast dispersion, Trading volume, Disposition effect

References
1. Ajinkya, Bipin B., Atiase, Rowland K., and Gift, Michael J. “Volume of Trading and the Dispersion in Financial Analysts' Earnings Forecasts.” Accounting Review 66 (No. 2 1991): 389-401.
2. Avramov, Doron, Chordia, Tarun, Jostova, Gergana, and Philipov, Alexander. “Dispersion in Analysts’ Earnings Forecasts and Credit Rating.” Journal of Financial Economics 91 (No. 1 2009): 83-101.
3. Baker, Malcolm, and Stein, Jeremy C. Market Liquidity as a Sentiment Indicator. Journal of Financial Markets 7 (No. 3 2004): 271-99.
4. Barber, Brad M., and Odean, Terrance. “All that Glitters: The Effect of Attention and News on the Buying Behavior of Individual and Institutional Investors.” Review of Financial Studies 21 (No. 2 2008): 763-84.
5. Barberis, Nicholas, Shleifer, Andrei, and Vishny, Robert. “A Model of Investor Sentiment.” Journal of Financial Economics 49 (No. 3 1998): 307-43.
6. Bernard, Victor. “Stock Price Reactions to Earnings Announcements.” In Richard Thaler (ed.), Advances in Behavioral Finance. New York: Russell Sage Foundation, 1993.
7. Bernard, Victor and Thomas, Jacob. “Post-Earnings Announcement Drift: Delayed Price Response or Risk Premium?” Journal of Accounting Research 27 (Supplement 1989): 1-36.
8. Bernard, Victor and Thomas, Jacob. “Evidence that Stock Prices Do Not Fully Reflect the Implications of Current Earnings for Future Earnings.” Journal of Accounting and Economics 13 (No. 4 1990): 305-40.
9. Blume, Lawrence, Easley, David, and O’Hara, Maureen. “Market Statistics and Technical Analysis: The Role of Volume.” Journal of Finance 49 (No. 1 1994): 153-81.
10. Carhart, Mark M. “On Persistence in Mutual Fund Performance.” Journal of Finance 52 (No. 1 1997): 57-82.
11. Cho, Jaeho. “The Effects of Heterogeneous Beliefs on a Risky Asset’s Price and Trading Volume.” Seoul Journal of Economics 5 (No. 2 1992): 113-26.
12. Choi, Wonseok, Hoyem, Kenton, and Kim, Jung-Wook. Not All Trading Volumes Are Created Equal: Capital Gains Overhang and the Earnings Announcement Volume Premium. Unpublished Working Paper, University of Alberta, 2009.
13. Choi, Wonseok, and Kim, Jung-Wook. Underreaction, Trading Volume, and Post-Earnings Announcement Drift. Unpublished Working Paper, University of Alberta, 2009.
14. Daniel, Kent D., Hirshleifer, David, and Subrahmanyam, Avanidhar. “A Theory of Investor Overconfidence, Self-Attribution, and Security Returns Anomalies.” Journal of Finance 53 (No. 6 1998): 1839-85.
15. Diether, Karl, Malloy, Christopher, and Scherbina, Anna. “Differences of Opinion and the Cross Section of Stock Returns.” Journal of Finance 57 (No. 5 2002): 2113-41.
16. Edwards, W. “Conservatism in Human Information Processing.” In B. Kleinmutz (ed.), Formal Representation of Human Judgment. New York: John Wiley and Sons, 1968.
17. Fama, Eugene. “Market Efficiency, Long-Term Returns, and Behavioral Finance.” Journal of Financial Economics 49 (No. 3 1998): 283-306.
18. Fama, Eugene, and French, Kenneth R. “Common Risk Factors in the Returns on Stocks and Bonds.” Journal of Financial Economics 33 (No. 1 1993): 3-56.
19. Garfinkel, Jon, and Sokobin, Jonathan. “Volume, Opinion Divergence, and Returns: A Study of Post-Earnings Announcement Drift.” Journal of Accounting Research 44 (No. 1 2006): 85-112.
20. Gervais, Simon, Kaniel, Ron, and Mingelgrin, Dan. “The High-Volume Return Premium.” Journal of Finance 56 (No. 3 2001): 877-919.
21. Grinblatt, Mark, and Han, Bing. “Prospect Theory, Mental Accounting, and Momentum.” Journal of Financial Economics 78 (No. 2 2005): 311-39.
22. Harrison, J. Michael, and Kreps, David. “Investor Behavior in a Stock Market with Heterogeneous Expectations.” Quarterly Journal of Economics 92 (No. 2 1978): 323-36.
23. Hong, Harrison, Lim, Terence, and Stein, Jeremy. “Bad News Travels Slowly: Size, Analyst Coverage and the Profitability of Momentum Strategies.” Journal of Finance 55 (No. 1 2000): 265-95.
24. Jegadeesh, Narasimhan, and Titman, Sheridan. “Returns to Buying Winners and Selling Losers: Implications for Stock Market Efficiency.” Journal of Finance 48 (No. 1 1993): 65-91.
25. Kahneman, Daniel, and Tversky, Amos. “Prospect Theory: An Analysis of Decision Making Under Risk.” Econometrica 47 (No. 2 1979): 263-91.
26. Kandel, Eugene, and Pearson, Neil D. “Differential Interpretation of Public Signals and Trade in Speculative Markets.” Journal of Political Economy 103 (No. 4 1995): 831-72.
27. Kaniel, Ron, Li, Dong, and Starks, Laura. Investor Visibility Events: Cross-Country Evidence. Unpublished Working Paper, University of Texas, 2005.
28. Kim, Oliver, and Verrecchia, Robert. “Trading Volume and Price Reactions to Public Announcements.” Journal of Accounting Research 29 (No. 2 1991): 302-21.
29. Lamont, Owen, and Frazzini, Andrea. The Earnings Announcement Premium and Trading Volume. Unpublished Working Paper, NBER, 2007.
30. Lee, Charles M. C., Mucklow, Belinda, and Ready, Mark J. “Spreads, Depths, and the Impact of Earnings Information: An Intraday Analysis.” Review of Financial Studies 6 (No. 2 1993): 345-74.
31. Lee, Charles M. C., and Swaminathan, Bhaskaran. “Price Momentum and Trading Volume.” Journal of Finance 55 (No. 5 2000): 2017-69.
32. Lerman, Alina, Livnat, Joshua, and Mendenhall, Richard R. The High-Volume Return Premium and Post-Earnings Announcement Drift. Unpublished Working Paper, Stern School of Business Administration, New York University, 2008.
33. Lo, Andrew W., and Wang, Jiang. “Trading Volume: Definitions, Data Analysis, and Implications of Portfolio Theory.” Review of Financial Studies 13 (No. 2 2000): 257-300.
34. Mei, Jianping, Scheinkman, Jose A., and Xiong, Wei. Speculative Trading and Stock Prices: Evidence from Chinese A-B Share Premia. Unpublished Working Paper, NBER, 2005.
35. Miller, Edward. “Risk, Uncertainty and Divergence of Opinion.” Journal of Finance 32 (No. 4 1977): 1151-68.
36. Odean, Terrance. “Are Investors Reluctant to Realize Their Losses?” Journal of Finance 53 (No. 5 1998): 1775-98.
37. Ranguelova, Elena. Disposition Effect and Firm Size: New Evidence on Individual Investor Trading Activity. Unpublished Working Paper, Harvard University, 2008.
38. Sadka, Ronnie. “Momentum and Post-Earnings-Announcement Drift Anomalies: The Role of Liquidity Risk.” Journal of Financial Economics 80 (No. 2 2006): 309-49.
39. Sadka, Ronnie, and Scherbina, Anna. “Analyst Disagreement, Mispricing, and Liquidity.” Journal of Finance 62 (No. 5 2007): 2367-2403.
40. Scheinkman, Jose A., and Xiong, Wei. “Overconfidence and Speculative Bubbles.” Journal of Political Economy 111 (No. 6 2003): 1183-1219.
41. Shefrin, Hersh, and Statman, Meir. “The Disposition to Sell Winners Too Early and Ride Losers Too Long: Theory and Evidence.” Journal of Finance 40 (No. 3 1985): 777-90.
42. Tkac, Paula A. “A Trading Volume Benchmark: Theory and Evidence.” Journal of Financial and Quantitative Analysis 34 (No. 1 1999): 89-114.
43. Varian, Hal. “Divergence of Opinion in Complete Markets: A Note.” Journal of Finance 40 (No. 1 1985): 309-17.
44. Zhang, X. Frank. “Information Uncertainty and Stock Returns.” Journal of Finance 61 (No. 1 2006): 105-37.