Publications

Article

Does the Scope of the Sell-Side Analyst Industry Matter? An Examination of Bias, Accuracy, and Information Content of Analyst Reports

By: Kenneth Merkley, Roni Michaely and Joseph Pacelli

We examine changes in the scope of the sell-side analyst industry and whether these changes impact information dissemination and the quality of analysts’ reports. Our findings suggest that changes in the number of analysts covering an industry impact analyst... View Details

Keywords: Analyst Industry; Sell-side Analysts; Analyst Reports; Finance; Analysis; Information; Reports; Quality; Financial Services Industry

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Article

What Financial Analysts Want

By: Marc J Epstein and Krishna G. Palepu

Keywords: Finance

Article

Corporate Culture and Analyst Catering

By: Joseph Pacelli

This study examines the relation between financial institutions’ corporate culture and the quality of analysts’ research services. Using data collected from the Financial Industry Regulatory Authority, I measure the weakness of financial institutions’ corporate culture... View Details

Keywords: Analysts; Corporate Culture; Global Settlement; Financial Institutions; Organizational Culture; Conflict of Interests; Performance; Quality

April–May 2017
Article

Career Concerns of Banking Analysts

By: Joanne Horton, George Serafeim and Shan Wu

We study how career concerns influence banking analysts' forecasts and how their forecasting behavior benefits both them and bank managers. We show that banking analysts issue early in the year relatively more optimistic and later in the year more pessimistic forecasts... View Details

Keywords: Sell-side Analysts; Analyst Forecasts; Analysts; Investment Recommendations; Career Advancement; Career Management; Labor Mobility; Labor Market; Prejudice and Bias; Personal Development and Career; Forecasting and Prediction; Investment Banking

SSRN

March 2015
Article

Inside the “Black Box” of Sell-Side Financial Analysts

By: Lawrence D. Brown, Andrew C. Call, Michael B. Clement and Nathan Y. Sharp

Our objective is to penetrate the “black box” of sell-side financial analysts by providing new insights into the inputs analysts use and the incentives they face. We survey 365 analysts and conduct 18 follow-up interviews covering a wide range of topics, including the... View Details

Keywords: Knowledge Use and Leverage; Investment; Analysis; Forecasting and Prediction; Stocks; Financial Services Industry

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Article

The Stock Selection and Performance of Buy-Side Analysts

By: Boris Groysberg, Paul M. Healy, Georgios Serafeim, Devin Shanthikumar and Gui Yang

We examine the selection and performance of stocks recommended by analysts at a large investment firm relative to those of sell-side analysts during the period mid-1997 and 2004. The buy-side firm's analysts issued less optimistic recommendations for stocks with larger... View Details

Keywords: Buy-side Analysts; Sell-side Analysts; Stock Recommendations; Recommendation Optimism; Recommendation Performance; Investment Recommendations; Conflicts Of Interest; Financial Markets; Financial Institutions; Stocks; Financial Services Industry; United States

February 2005
Article

Financial Analyst Characteristics and Herding Behavior in Forecasting

By: Michael B. Clement and Senyo Tse

This study classifies analysts' earnings forecasts as herding or bold and finds that (1) boldness likelihood increases with the analyst's prior accuracy, brokerage size, and experience and declines with the number of industries the analyst follows, consistent with... View Details

Keywords: Experience and Expertise; Forecasting and Prediction; Performance Evaluation; Financial Services Industry

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May 2013
Article

The Stock Selection and Performance of Buy-Side Analysts

By: Boris Groysberg, Paul Healy, George Serafeim and Devin Shanthikumar

Prior research on equity analysts focuses almost exclusively on those employed by sell-side investment banks and brokerage houses. Yet investment firms undertake their own buy-side research and their analysts face different stock selection and recommendation incentives... View Details

Keywords: Buy-side Analysts; Sell-side Analysts; Stock Recommendations; Recommendation Optimism; Recommendation Performance; Investment Recommendations; Conflicts Of Interest; Financial Markets; Financial Institutions; Financial Services Industry; United States

2021
Working Paper

Government Shareholdings in Brokerage Firms and Analyst Research Quality

By: Sheng Cao, Xianjie He, Charles C.Y. Wang and Huifang Yin

During times when the Chinese government wished to prop up the market, sell-side analysts from brokerages with significant government ownership issued relatively less pessimistic (or more optimistic) earnings forecasts, earnings-forecast revisions, and stock... View Details

Keywords: Sell-side Analysts; Forecast Optimism; Forecast Accuracy; Government Incentives; Stocks; Forecasting and Prediction; Business and Government Relations; Emerging Markets

SSRN

Awards

Graham and Dodd Award

By: Stuart C. Gilson

Winner of the 1995 Graham and Dodd Award for Excellence in Financial Writing from the Financial Analysts Journal and the CFA Institute for "Investing in Distressed Situations: A Market Survey" (1995). View Details

30 Jun 2016
Working Paper Summaries

The Dyadic Ties of Managers and Financial Analysts and Their Externality on a Firm's Information Environment

Keywords: by Zengquan Li, T.J. Wong, and Gwen Yu; Financial Services

20 May 2015
Working Paper Summaries

Career Concerns of Banking Analysts

Keywords: by Joanne Horton, George Serafeim & Shan Wu; Financial Services; Financial Services

October 2007
Article

The Influence of Financial Statement Recognition and Analyst Coverage on the Market's Valuation of R&D Capital

By: Michael D. Kimbrough

Statement of Financial Accounting Standards 141 (SFAS No. 141)'s requirement that an acquirer in a business combination estimate the fair value of the target's separately identifiable assets and liabilities (including research and development capital) provides a rare... View Details

Keywords: Information; Value Creation; Fair Value Accounting; Research and Development; Financial Statements; Capital

29 Mar 2018
Working Paper Summaries

Government Incentives and Financial Intermediaries: The Case of Chinese Sell-Side Analysts

Keywords: by Sheng Cao, Xianjie He, Charles C.Y. Wang, and Huifang Yin; Financial Services

September 2003 (Revised February 2005)
Case

Analyst Conflicts (A): Resolved?

By: Ashish Nanda

This case tracks the events leading to the April 2003 industry settlement on equity research in financial services companies. View Details

Keywords: Conflict of Interests; Law; Negotiation Deal; Financial Services Industry

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December 2021
Article

Partisan Professionals: Evidence from Credit Rating Analysts

By: Elisabeth Kempf and Margarita Tsoutsoura

Partisan perception affects the actions of professionals in the financial sector. Using a novel dataset linking credit rating analysts to party affiliations from voter records, we show that analysts who are not affiliated with the U.S. president’s party downward-adjust... View Details

Keywords: Political Affiliation; Credit Rating Agencies; Political Partisanship; Political Elections; Perception; Credit

March 2011
Article

Do Sell-Side Stock Analysts Exhibit Escalation of Commitment?

By: John Beshears and Katherine L. Milkman

This paper presents evidence that when an analyst makes an out-of-consensus forecast of a company's quarterly earnings that turns out to be incorrect, she escalates her commitment to maintaining an out-of-consensus view on the company. Relative to an analyst who was... View Details

Keywords: Escalation Of Commitment; Stock Market; Updating; Behavioral Economics; Motivation and Incentives; Behavior; Consumer Behavior; Financial Markets; Forecasting and Prediction