Forecasts by analysts with favorable surnames elicit stronger market reaction

Written by Joseph Nordqvist

Published: 21:46, February 6, 2019

business arrow diagram

An analyst’s surname appears to play a role in how the market reacts to their forecast revisions, according to a research paper set to be published in the Journal of Accounting and Economics.

Forecast revisions by analysts with more favorable surnames were found to elicit stronger market reactions.

The researchers found that the market reaction to forecast revisions made by analysts with Middle Eastern surnames weakened after 9/11. Similarly, after the German and French government declared their opposition to the Iraq war, the market reaction to forecast revisions made by analysts with German or French surnames weakened. 

The team identified countries of origin associated with surnames using US immigration records. They then measured a surname’s favorability by using the favorability ratings from Gallup poll data for countries associated with the surname.

Dr Jay Jung, assistant professor of accounting at Cass Business School, said favorability for certain surnames wasn’t associated with the quality of the forecasts.

“Our finding is consistent with the prediction based on motivated reasoning that people have a natural desire to draw conclusions that they are motivated to reach. If investors have favourable views toward an analyst due to his or her surname, they are motivated to assess the analyst’s forecasts as being more credible or of higher quality because it reduces the unpleasant inconsistency between their attitudes and judgments,” said Dr Jung.

Surname favorability was found to serve as a catalyst for an analyst’s career progression. 

“We found that, conditional on good forecasting performance, having a favourable surname made it more likely for an analyst to get elected as an All-Star analyst and survive in the profession when his or her brokerage house went out of business or went through a M&A (mergers and acquisition) process,” Jung added.

Surname favorability also had an impact on price drifts in the stock market:

“The speed at which stock prices reacted to an analyst’s forecasts was faster when the analyst had a favourable surname. We found significantly smaller delayed price responses.”

Citation

Jung, Jay Heon and Kumar, Alok and Lim, Sonya S. and Yoo, Choong-Yuel, An Analyst by Any Other Surname: Surname Favorability and Market Reaction to Analyst Forecasts (October 17, 2018). Available at SSRN: https://ssrn.com/abstract=2830506 or http://dx.doi.org/10.2139/ssrn.2830506

Joseph Nordqvist Avatar

Other News

Cocoa study finds monitoring change cut estimated false reporting from 25% to 11%

Aug 14, 2026

Moody’s methodology change led affected companies to borrow more, study finds

Aug 14, 2026

Pony.ai and Uber plan more than 2,000 robotaxis across five European cities

Aug 14, 2026

Great Britain temporarily halts disposable barbecue sales over wildfire risk

Aug 14, 2026

SpaceX completes all-stock Cursor acquisition at $60 billion implied value

Aug 14, 2026

Good company news does not necessarily mean higher returns, study finds

Aug 14, 2026

Maersk raises 2026 forecast as freight rates and volumes lift Q2 earnings

Aug 14, 2026

Shoppers who used smart trolley screens spent 32% more, study finds

Aug 13, 2026

Stressful drives to work linked to negative behavior towards colleagues

Aug 13, 2026

Extra payments on oldest loan may cost borrowers more, study finds

Aug 13, 2026

Cisco revenue rises 18% as hyperscaler AI orders reach $9.3 billion

Aug 12, 2026

Bank of America agrees to invest up to $1.9 billion in Jio Credit

Aug 12, 2026

Your salary went up. So why do you feel poorer?

Aug 12, 2026

Fitch keeps India at BBB- as high debt offsets strong growth

Aug 11, 2026

China’s “handcrafted economy” shows how AI could expand one-person businesses

Aug 11, 2026

Joby Aviation agrees $500 million Resonant Sciences deal to expand defense business

Aug 11, 2026

Sony and TSMC agree $4.7 billion capital plan for image-sensor joint venture

Aug 11, 2026

Obesity linked to lower employment and reduced work performance in European review

Aug 11, 2026

Archer to acquire Boeing’s Wisk, Insitu and SkyGrid businesses

Aug 10, 2026

CECO orders nearly triple as power projects push backlog above $1.8 billion

Aug 10, 2026