Daily Academic Alpha: Misreaction to News Releases

Daily Academic Alpha: Misreaction to News Releases

September 9, 2015 Uncategorized
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(Last Updated On: January 18, 2017)

Have you ever read a news release, thinking you’d see the stock jump 5%, but instead the stock drops 5%?

For example:

  • Headline: Apple finds 10,000 pounds of platinum bars in their basement.
  • Stock Reaction: Apple down 10%

Now, the example above is extreme, but according to a recent paper, market misreaction to news is not as rare as one would expect.

News Content, Investor Misreaction, and Stock Return Predictability

Using a large dataset of news releases, we study instances of investors’ mistaken reaction, or misreaction, to news. We define misreaction as stock prices moving in the direction opposite to the news when it is released. We find that news tone predicts returns in the cross-section only upon the occurrence of misreaction. Stocks that are larger, more liquid, more visible, and more covered, by analysts or by the media, are less likely to exhibit misreaction. On the other hand, the ambiguity and complexity of news content, and variables that proxy for investor distraction, are all associated with more misreaction and greater predictability.

Here are the core results from the paper:

The results are hypothetical results and are NOT an indicator of future results and do NOT represent returns that any investor actually attained. Indexes are unmanaged, do not reflect management or trading fees, and one cannot invest directly in an index. Additional information regarding the construction of these results is available upon request.
The results are hypothetical results and are NOT an indicator of future results and do NOT represent returns that any investor actually attained. Indexes are unmanaged, do not reflect management or trading fees, and one cannot invest directly in an index. Additional information regarding the construction of these results is available upon request.

High represents portfolios sorted on positive news tone. These portfolios tends to do better than portfolios that have negative news tone. It is a bit odd that the results for the full-sample don’t hold up for value-weighted portfolios, which likely means there is a strong element of size/liquidity potentially driving the results (even though the regressions are supposed to control for this).


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Definitions of common statistics used in our analysis are available here (towards the bottom)




About the Author

Wesley R. Gray, Ph.D.

After serving as a Captain in the United States Marine Corps, Dr. Gray earned a PhD, and worked as a finance professor at Drexel University. Dr. Gray’s interest in bridging the research gap between academia and industry led him to found Alpha Architect, an asset management that delivers affordable active exposures for tax-sensitive investors. Dr. Gray has published four books and a number of academic articles. Wes is a regular contributor to multiple industry outlets, to include the following: Wall Street Journal, Forbes, ETF.com, and the CFA Institute. Dr. Gray earned an MBA and a PhD in finance from the University of Chicago and graduated magna cum laude with a BS from The Wharton School of the University of Pennsylvania.