• Home
  • Latest
  • Fortune 500
  • Finance
  • Tech
  • Leadership
  • Lifestyle
  • Rankings
  • Multimedia

Exclusive

An hour in the Oval Office with President Trump.

An hour in the Oval Office with President Trump.

An hour in the Oval Office with President Trump.

An hour in the Oval Office with President Trump.

An hour in the Oval Office with President Trump.

An hour in the Oval Office with President Trump.

An hour in the Oval Office with President Trump.

An hour in the Oval Office with President Trump.

An hour in the Oval Office with President Trump.

An hour in the Oval Office with President Trump.

Analysis of Google search-data can yield stock tips

By
Dan Mitchell
Dan Mitchell
Down Arrow Button Icon
By
Dan Mitchell
Dan Mitchell
Down Arrow Button Icon
October 7, 2011, 4:14 PM ET

FORTUNE — As occupiers step up their occupations of Wall Street and other places across the U.S., demanding that the financial industry be held accountable for putting the economy at risk and for sucking up the nation’s wealth at the expense of the “99%,” a couple of finance professors have taken on the important question of whether analyzing Google (GOOG) search data can actually help investors guess which stocks will rise.

Their answer is yes. “We propose a new and direct measure of investor attention using search frequency in Google,” write Notre Dame University’s Zhi Da and Paul Gao in the Journal of Finance. Freakonomics characterizes the study as concluding that analyzing Google search data is a “better, more direct method of measuring investor attention (a precursor to buying the stock) than traditional, indirect methods of measurement, such as news and advertising expense.”

The professors analyzed a sample of Russell 3000 stocks from 2004 to 2008. They concluded that an increase in the frequency of Google searches “predicts higher stock prices in the [following] 2 weeks and an eventual price reversal within the year. It also contributes to the large first-day return and long-run underperformance of IPO stocks.”

“Moreover,” Freakonomics writes, “less sophisticated investors and individuals are more likely to use a Google search for information related to stocks.”

Of course, as with all publicly available information, once a lot of people start using it, the less advantageous it is. So the academics’ proposal that investors use the data might effectively do itself in. On the other hand, the Freakonomics blog entry so far has attracted zero comments. So by all means, give it a shot. But, shhhhhh.

About the Author
By Dan Mitchell
See full bioRight Arrow Button Icon

Latest in

Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025

Most Popular

Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Fortune Secondary Logo
Rankings
  • 100 Best Companies
  • Fortune 500
  • Global 500
  • Fortune 500 Europe
  • Most Powerful Women
  • World's Most Admired Companies
  • See All Rankings
  • Lists Calendar
Sections
  • Finance
  • Fortune Crypto
  • Features
  • Leadership
  • Health
  • Commentary
  • Success
  • Retail
  • Mpw
  • Tech
  • Lifestyle
  • CEO Initiative
  • Asia
  • Politics
  • Conferences
  • Europe
  • Newsletters
  • Personal Finance
  • Environment
  • Magazine
  • Education
Customer Support
  • Frequently Asked Questions
  • Customer Service Portal
  • Privacy Policy
  • Terms Of Use
  • Single Issues For Purchase
  • International Print
Commercial Services
  • Advertising
  • Fortune Brand Studio
  • Fortune Analytics
  • Fortune Conferences
  • Business Development
  • Group Subscriptions
About Us
  • About Us
  • Press Center
  • Work At Fortune
  • Terms And Conditions
  • Site Map
  • About Us
  • Press Center
  • Work At Fortune
  • Terms And Conditions
  • Site Map
  • Facebook icon
  • Twitter icon
  • LinkedIn icon
  • Instagram icon
  • Pinterest icon

Latest in

shyam
CommentaryHealth
World Economic Forum: women’s health gets only 20% of R&D funding. We must seize this $1 trillion opportunity
By Shyam BishenMay 18, 2026
57 minutes ago
Markets are jittery as the global oil crisis bleeds into a global debt selloff, while Trump weighs new military options on Iran
EnergyOil
Markets are jittery as the global oil crisis bleeds into a global debt selloff, while Trump weighs new military options on Iran
By Jason MaMay 17, 2026
5 hours ago
CDC to escalate Ebola response after WHO declares emergency
HealthHealth
CDC to escalate Ebola response after WHO declares emergency
By Jessica Nix and BloombergMay 17, 2026
6 hours ago
Four crew members ejected safely after two Navy jets collide and crash during air show in Idaho
North AmericaMilitary
Four crew members ejected safely after two Navy jets collide and crash during air show in Idaho
By The Associated PressMay 17, 2026
8 hours ago
Gundlach says it’s ‘just not possible’ for the Fed to cut rates
EconomyFederal Reserve
Gundlach says it’s ‘just not possible’ for the Fed to cut rates
By Jordan Fitzgerald, Sam Kim and BloombergMay 17, 2026
8 hours ago
Supply shocks weren’t random. They were strategic—and should be seen as ‘supply coercion’ instead, former Fed official says 
Economysupply chains
Supply shocks weren’t random. They were strategic—and should be seen as ‘supply coercion’ instead, former Fed official says 
By Jason MaMay 17, 2026
9 hours ago

Most Popular

Microsoft AI chief gives it 18 months—for all white-collar work to be automated by AI
AI
Microsoft AI chief gives it 18 months—for all white-collar work to be automated by AI
By Jake AngeloMay 16, 2026
2 days ago
The Bezos family just donated $100 million to help achieve one of Mayor Zohran Mamdani’s top campaign promises
Politics
The Bezos family just donated $100 million to help achieve one of Mayor Zohran Mamdani’s top campaign promises
By Jake AngeloMay 12, 2026
5 days ago
The top foreign holders of U.S. debt may soon dump Treasury bonds and bring their money back home, potentially spiking borrowing costs
Economy
The top foreign holders of U.S. debt may soon dump Treasury bonds and bring their money back home, potentially spiking borrowing costs
By Jason MaMay 17, 2026
12 hours ago
Former top Russian official admits the country is over Putin and can 'imagine a future without him' — even elites bail as Kremlin seizes their assets 
Politics
Former top Russian official admits the country is over Putin and can 'imagine a future without him' — even elites bail as Kremlin seizes their assets 
By Jason MaMay 16, 2026
1 day ago
'No one was coming to save me': How Reese Witherspoon built a $900 million company from a problem Hollywood wouldn't fix
Success
'No one was coming to save me': How Reese Witherspoon built a $900 million company from a problem Hollywood wouldn't fix
By Sydney LakeMay 17, 2026
18 hours ago
SpaceX heads into a record-shattering IPO with the 'deepest moat that exists today' as investors vow to 'never bet against Elon'
Innovation
SpaceX heads into a record-shattering IPO with the 'deepest moat that exists today' as investors vow to 'never bet against Elon'
By Jason MaMay 16, 2026
2 days ago

© 2026 Fortune Media IP Limited. All Rights Reserved. Use of this site constitutes acceptance of our Terms of Use and Privacy Policy | CA Notice at Collection and Privacy Notice | Do Not Sell/Share My Personal Information
FORTUNE is a trademark of Fortune Media IP Limited, registered in the U.S. and other countries. FORTUNE may receive compensation for some links to products and services on this website. Offers may be subject to change without notice.