Publications

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09 Jan 2006
Research & Ideas

What Really Drives Your Strategy?

strategic resource allocation systems. Consultants began to help companies see that they had to make fairly radical choices at the top, but to do so they needed a very different kind of planning from the... View Details

Keywords: by Martha Lagace

January 2025
Technical Note

AI vs Human: Analyzing Acceptable Error Rates Using the Confusion Matrix

By: Tsedal Neeley and Tim Englehart

This technical note introduces the confusion matrix as a foundational tool in artificial intelligence (AI) and large language models (LLMs) for assessing the performance of classification models, focusing on their reliability for decision-making. A confusion matrix... View Details

Keywords: Reliability; Confusion Matrix; AI and Machine Learning; Decision Making; Measurement and Metrics; Performance

Every major company is grappling with the meaning and application of sustainability in relation to its geographic location, industry and business model. Similarly, more and more institutional investors are incorporating sustainability into their... View Details

August 2006 (Revised June 2010)
Case

SUN Brewing (A)

The Khemka family of India, founders, managers, and majority owners of Russia-based SUN Brewing, faces a difficult decision in 1998. Following the rouble's massive devaluation in August 1998, the stock price of SUN Brewing, which is publicly listed on the Luxemburg... View Details

Keywords: Family Business; Decision Choices and Conditions; Capital Markets; Financing and Loans; Emerging Markets; India; Russia

November 2007
Case

Antegren: A Beacon of Hope

By: Joshua D. Margolis, Thomas J. DeLong and Terence Heymann

The CEO of Biogen Idec faces a set of difficult decisions regarding a promising drug for Multiple Sclerosis that is headed for early approval by the FDA. The first in a series focuses on operational decisions triggered by the drive for early approval. Sparks discussion... View Details

Keywords: Demand and Consumers; Leadership; Ethics; Corporate Social Responsibility and Impact; Decision Choices and Conditions; Crisis Management; Health Testing and Trials; Biotechnology Industry; Pharmaceutical Industry

February 2023
Case

SIMmersion: Simulating Crucial Conversations

By: Alison Wood Brooks, Julian Zlatev and F Katelynn Boland

This case introduces readers to SIMmersion, a company founded in 2002 that creates and sells training programs to firms, government agencies, educational institutions, and individuals (B2B and B2C). Their training programs are built around simulations (“sims”) that... View Details

Keywords: Decision Making; Interpersonal Communication; Training

2011
Working Paper

The First Deal: The Division of Founder Equity in New Ventures

By: Thomas F. Hellmann and Noam Wasserman

This paper examines the division of founder shares in entrepreneurial ventures, focusing on the decision of whether or not to divide the shares equally among all founders. To motivate the empirical analysis we develop a simple theory of costly bargaining, where... View Details

Keywords: Business Startups; Decision Choices and Conditions; Entrepreneurship; Fairness; Equity; Managerial Roles; Negotiation Deal; Ownership Stake; Value

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November 2024
Case

Dr. Bombay Ice Cream

By: William R. Kerr, Alexis Brownell and Michael Liu

This case examines the creation, launch, and rapid growth of Dr. Bombay Ice Cream, a joint venture between Happi Co., a consumer packaged goods incubator, and entertainment mogul Snoop Dogg, with his son, Cordell Broadus. The brand was inspired by a Bored Ape Yacht... View Details

Keywords: Joint Ventures; Growth Management; Brands and Branding; Product Launch; Product Positioning; Market Entry and Exit; Distribution Channels; Disruptive Innovation; Food and Beverage Industry; Consumer Products Industry; United States

June 2015
Supplement

Generating Higher Value at IBM (A): EPS Forecasting Model

By: Benjamin C. Esty and Scott Mayfield

This case analyzes IBM's financial performance and its capital allocation decisions over a 10-year period from 2004-2013, during which IBM returned more than $140B to shareholders through a combination of dividends and share repurchases. During this time, CEO Sam... View Details

Keywords: Dividends; Share Repurchases; Earnings Guidance; Financial Statement Analysis; Financial Ratios; Payout Policy; Earnings Per Share (EPS); Earnings Management; Change Management; Leadership; Transformation; Financial Strategy

Today's business leaders are so obsessed with all things global and virtual that they risk neglecting the critical impact of physical place. It's a paradox of the Internet age: now that it's possible for businesses to be everywhere at once, they need to focus on... View Details

13 May 2015
Blog Post

Former Engineer Gives Consulting a Test Drive

engaging with clients and directing the trajectory of two very cool projects in the consumer goods space. How did your RC year shape what you wanted to do last summer? My RC year exposed me to a world outside of engineering. I really loved using data and limited... View Details

August 1981
Case

West Point: The Cheating Incident (B)

By: Leonard A. Schlesinger

A review of the activities following the expose of the cheating incident at West Point and leading up to the Secretary of the Army's decision on the situation. View Details

Keywords: Higher Education; Ethics; Judgments; Government Administration; Public Administration Industry; Education Industry

July 2010
Supplement

Marketing Analysis Toolkit: Pricing and Profitability Analysis (CW)

By: Thomas J. Steenburgh and Jill Avery

Pricing is one of the most difficult decisions marketers make and the one with the most direct and immediate impact on the firm's financial position. This toolkit will introduce the fundamental terminology and calculations associated with pricing and profitability... View Details

Keywords: Management Analysis, Tools, and Techniques; Marketing Strategy; Decisions; Strategic Planning; Price; Partners and Partnerships; Cost; Demand and Consumers; Revenue; Profit; Mathematical Methods; Measurement and Metrics

February 1992 (Revised September 1995)
Case

Goldman, Sachs & Co.: Nikkei Put Warrants--1989

By: Peter Tufano

Japanese financial institutions' willingness to sell put options on the Nikkei Stock Average provides investment banks with the raw material from which to create a security that would allow U.S. investors to bet on falls in the Japanese Stock Market. The investment... View Details

Keywords: Debt Securities; Investment Banking; Product Design; Globalized Markets and Industries; Japan; United States

September 2020 (Revised June 2023)
Supplement

Spreadsheet Supplement to Artea Teaching Note

By: Eva Ascarza and Ayelet Israeli

Spreadsheet Supplement to Artea Teaching Note 521-041. This collection of exercises aims to teach students about 1)Targeting Policies; and 2)Algorithmic bias in marketing—implications, causes, and possible solutions. Part (A) focuses on A/B testing analysis and... View Details

Keywords: Targeted Advertising; Algorithmic Data; Bias; Advertising; Race; Gender; Diversity; Marketing; Customer Relationship Management; Prejudice and Bias; Analytics and Data Science; Retail Industry; Apparel and Accessories Industry; Technology Industry; United States

September 2020 (Revised July 2022)
Exercise

Artea (D): Discrimination through Algorithmic Bias in Targeting

By: Eva Ascarza and Ayelet Israeli

This collection of exercises aims to teach students about 1)Targeting Policies; and 2)Algorithmic bias in marketing—implications, causes, and possible solutions. Part (A) focuses on A/B testing analysis and targeting. Parts (B),(C),(D) Introduce algorithmic bias. The... View Details

Keywords: Targeted Advertising; Discrimination; Algorithmic Data; Bias; Advertising; Race; Gender; Marketing; Diversity; Customer Relationship Management; Prejudice and Bias; Analytics and Data Science; Retail Industry; Apparel and Accessories Industry; Technology Industry; United States

August 2011 (Revised October 2015)
Case

Boardroom Battle Behind Bars: Gome Electrical Appliances Holdings—A Corporate Governance Drama

By: William C. Kirby and Tracy Yuen Manty

Despite widespread news of the incarceration of Gome Electronics' CEO, Huang Guangyu, Bain Capital felt they carefully undertook due diligence before making a significant investment in the company. The venture capital firm was confident that it and the current... View Details

Keywords: China; Legal Aspects Of Business; Corruption; Risk; Corporate Governance; Crime and Corruption; Power and Influence; Risk Management; Business and Shareholder Relations; Venture Capital; Ethics; Governing and Advisory Boards; Governing Rules, Regulations, and Reforms; Values and Beliefs; Private Equity; China