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

Bank AI use was linked to a smaller share of small-business lending, Fed study finds

Sep 26, 2026

Iridium shareholders approve Rocket Lab takeover: what still has to happen

Sep 25, 2026

Akamai’s 11.6 billion dollar Anthropic deal ties cloud revenue to a 5.5 billion dollar buildout

Sep 25, 2026

Bentley completes 350 million pound Crewe investment as it unveils its first electric vehicle

Sep 25, 2026

Falling birth rates did not reduce total output in historical data, NBER study finds

Sep 25, 2026

Cheaper renewable power does not solve the capital problem for poorer countries

Sep 25, 2026

Facial payments may feel novel, but money worries can curb repeat use

Sep 24, 2026

Precision farming cuts water use while raising crop yields, study finds

Sep 24, 2026

EU allocates €505m to Lebanon for recovery, reforms and basic services

Sep 23, 2026

Alcoa raises $2.6bn in notes to fund South32 aluminium-assets deal

Sep 23, 2026

UK workplace health plan targets preventable exits from employment

Sep 23, 2026

IMF says Sri Lanka’s recovery is holding, but the next review is still unresolved

Sep 23, 2026

OECD sees global growth holding up after energy shock, but forecasts higher inflation

Sep 23, 2026

QAD and Redzone plan NVIDIA-powered AI for factory data and production planning

Sep 22, 2026

World Cup pitchside sponsorship raised a cross-border advertising problem

Sep 22, 2026

Hollywood’s biggest budgets still favour male-only teams, study finds

Sep 22, 2026

Why more companies are becoming their own insurers

Sep 22, 2026

EU publishes data-centre rating rules and opens consultation on minimum standards

Sep 21, 2026

ABB launches Infinitus DC portfolio for AI data centers, with first full sites expected in two to three years

Sep 21, 2026

Starbucks selects Chennai for a technology hub, with work set to move in-house over time

Sep 21, 2026