Publications

September 2010
Article

Do Inventory and Gross Margin Data Improve Sales Forecasts for U.S. Public Retailers?

By: Saravanan Kesavan, Vishal Gaur and Ananth Raman

Firm-level sales forecasts for retailers can be improved if we incorporate cost of goods sold, inventory, and gross margin (defined here as the ratio of sales to cost of goods sold) as three endogenous variables. We construct a simultaneous equations model, estimated... View Details

Keywords: Sales; Forecasting and Prediction; Distribution; Goods and Commodities; Cost; Public Sector; Profit; Mathematical Methods; Analytics and Data Science; Retail Industry; United States

2010
Working Paper

When Do Analysts Add Value? Evidence from Corporate Spinoffs

By: Emilie Rose Feldman, Stuart Gilson and Belen Villalonga

We investigate the information content and forecast accuracy of 1,793 analyst reports written around 62 spinoffs—a setting in which analysts' ability to inform investors is potentially very high. We find that analysts pay little attention to subsidiaries about to be... View Details

Keywords: Earnings Management; Mergers and Acquisitions; Business Subsidiaries; Restructuring; Forecasting and Prediction; Insolvency and Bankruptcy; Initial Public Offering; Price; Reports; Research

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November 2008
Journal Article

Can Research Committees Add Value for Investors? An Analysis of Lehman Brothers' Ten Uncommon Values® Recommendations

By: Boris Groysberg, Paul M. Healy and Yang Gui

Since 1949 Lehman Brothers has used an investment committee to select the top ten recommendations made by its analysts each year. We examine the performance of this committee's recommendations and find that on average its selections generated abnormal returns of 2.7%... View Details

Keywords: Forecasting and Prediction; Stocks; Financial Markets; Investment; Investment Return; Governing Rules, Regulations, and Reforms; Performance Expectations; Groups and Teams; Research; Value Creation

2008
Working Paper

CEO and CFO Career Penalties to Missing Quarterly Analysts Forecasts

By: Rick Mergenthaler, Shiva Rajgopal and Suraj Srinivasan

We find that missing the quarterly analyst consensus earnings forecast is associated with career penalties in the form of a reduced bonus, smaller equity grants, and a greater chance of forced dismissal for both CEOs and CFOs during the period 1993-2004. These results... View Details

Keywords: Earnings Management; Governing and Advisory Boards; Compensation and Benefits; Managerial Roles; Personal Development and Career

SSRN

July – August 2008
Article

Buy-Side vs. Sell-Side Analysts' Earnings Forecasts

By: Boris Groysberg, Paul M. Healy and Craig James Chapman

We compare the earnings forecast performance of analysts at a large buy-side firm to that of sell-side analysts. Our tests show that the buy-side firm analysts make more optimistic and less accurate forecasts than their counterparts on the sell-side. These performance... View Details

Keywords: Motivation and Incentives; Business Earnings; Forecasting and Prediction; Performance Effectiveness

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November 2006 (Revised March 2008)
Case

Kendall Square Research Corporation

By: F. Warren McFarlan

Kendall Square Research was a small competitor in the supercomputer industry. Sales grew rapidly in 1992 and early 1993 and the company sold stock to the public for the first time. Analysts forecast higher earnings for 1993, then the company's revenue recognition... View Details

Keywords: Revenue Recognition; Standards; Accounting Audits; Computer Industry

Educators

May 2006
Case

Nokia in 2003

By: Paul M. Healy

Examines the challenges facing a money manager who owns stock in Nokia, the leading wireless handset provider. Two analysts covering the stock make very different predictions about the economies of the industry, Nokia's future performance, and stock recommendations.... View Details

Keywords: Financial Reporting; Forecasting and Prediction; Performance Effectiveness; Performance Evaluation; Problems and Challenges; Electronics Industry

Educators

July 2002 (Revised March 2005)
Case

Kendall Square Research Corporation (A) (Abridged)

By: William J. Bruns Jr. and F. Warren McFarlan

Kendall Square Research was a small competitor in the supercomputer industry. Sales grew rapidly in 1992 and early 1993, and the company sold stock to the public for the first time. Analysts forecasted higher earnings for 1993, then the company's revenue recognition... View Details

Keywords: Revenue Recognition; Standards; Accounting Audits; Computer Industry

April 2002 (Revised July 2002)
Case

Imagicast

By: John T. Gourville and Alison Berkley Wagonfeld

Imagicast has brought to market an interactive, multimedia retail kiosk designed to increase product sales. In spite of promising projections by industry analysts and detailed demand forecasts by Imagicast management, the company has yet to sell a single kiosk. Time... View Details

Keywords: Forecasting and Prediction; Crisis Management; Product Launch; Demand and Consumers; Sales; Technology; Retail Industry; United States

Article

End the Mythmaking and Return to True Analysis

By: Joseph B. Fuller

Keywords: Analyst Forecasts; Analysis

January 2001 (Revised July 2003)
Case

Pharmacyclics: Financing Research & Development

By: Malcolm P. Baker, Richard S. Ruback and Aldo Sesia

Pharmacyclics (NASDAQ: PCYC), a pharmaceutical company that manufactures products that will improve existing therapeutic treatments for cancer, arteriosclerosis, and retinal disease, was considering a $60 million private placement in February 2000. The company had more... View Details

Keywords: Valuation; Cash Flow; Financing and Loans; Business Startups; Financial Strategy; Medical Devices and Supplies Industry; Pharmaceutical Industry; Health Industry

Educators