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March 2011 (Revised November 2011)
Case

Harmonic Hearing Co.

By: Howard H. Stevenson and Craig H. Stephenson

Harmonic is a small, privately held manufacturer of hearing aids. Harriet Burns and Marc Davis, two employees at Harmonic, have an opportunity to purchase the company from the founder. As well-informed insiders who understand the industry, Burns and Davis believe the... View Details

Keywords: Debts; Quantitative Analysis; Financing; Entrepreneurial Finance; Development Stage Enterprises; Small ＆ Medium-sized Enterprises; Small Business; Business Growth and Maturation; Cash Flow; Mathematical Methods; Entrepreneurship; Financing and Loans; Borrowing and Debt; Equity; Manufacturing Industry

May 2015 (Revised September 2017)
Case

Generating Higher Value at IBM (A)

By: Benjamin C. Esty and E. 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

January 2002
Case

Metromove.com Business Plan

By: Lynda M. Applegate and Sheila Marcelo

Enables analysis of a business plan in a volatile market. Also enables analysis of the decisions entrepreneurs must make as they start a new business, develop the concept, choose partners, and find funding. View Details

Keywords: Business Plan; Decisions; Entrepreneurship; Venture Capital; Business or Company Management; Partners and Partnerships

May 1960 (Revised February 1982)
Case

Warren Agency, Inc.

Involves the analysis of a sequential decision problem. View Details

Keywords: Decision Making

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October 2021 (Revised March 2022)
Supplement

PittaRosso: Artificial Intelligence-Driven Pricing and Promotion

By: Ayelet Israeli and Fabrizio Fantini

PittaRosso, a traditional Italian shoe retailer, is implementing an AI system to provide pricing and promotion recommendations. The system allows them to implement changes that would affect both the top of funnel and bottom of funnel activities for the company: once... View Details

August 2020 (Revised September 2020)
Technical Note

Assessing Prediction Accuracy of Machine Learning Models

By: Michael W. Toffel, Natalie Epstein, Kris Ferreira and Yael Grushka-Cockayne

The note introduces a variety of methods to assess the accuracy of machine learning prediction models. The note begins by briefly introducing machine learning, overfitting, training versus test datasets, and cross validation. The following accuracy metrics and tools... View Details

Keywords: Machine Learning; Statistics; Econometric Analyses; Experimental Methods; Data Analysis; Data Analytics; Forecasting and Prediction; Analytics and Data Science; Analysis; Mathematical Methods

June 2015 (Revised September 2017)
Supplement

Generating Higher Value at IBM

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

February 2022 (Revised November 2022)
Case

Nuritas

By: Mitchell Weiss, Satish Tadikonda, Vincent Dessain and Emer Moloney

Nora Khaldi had built a technology “to unlock the power of nature” in the service of extending human lifespan and improving health, and now in April 2020 was debating telling her Board of Directors she wanted to put on ice some of her discoveries. Nuritas, the company... View Details

Keywords: Cash Burn; Cash Flow Analysis; Pharmaceutical Companies; Founder; Artificial Intelligence; AI; Entrepreneurship; Health Testing and Trials; Health Care and Treatment; Decision Making; Market Entry and Exit; AI and Machine Learning; Pharmaceutical Industry

October 2000 (Revised March 2003)
Case

Merck & Company: Evaluating a Drug Licensing Opportunity

By: Richard S. Ruback and David B Krieger

This explores the valuation of an opportunity to license a compound before it enters clinical trials. Describes Merck's decision tree evaluation process is presented. Information required to evaluate a specific licensing opportunity is provided, including the costs of... View Details

Keywords: Decision Making; Cost vs Benefits; Opportunities; Valuation; Outcome or Result; Pharmaceutical Industry

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

January 2002 (Revised December 2002)
Background Note

A Note on the Value of Information in an Entrepreneurial Venture

By: Paul W. Marshall

Uses a decision analysis framework to analyze the value of gaming information before making a full investment in an entrepreneurial venture. View Details

Keywords: Decisions; Entrepreneurship; Investment; Framework; Business or Company Management

2016
Book

Managing in the Gray: Five Timeless Questions for Resolving Your Toughest Problems at Work

By: Joseph L. Badaracco

Part of a manager's job is making tough calls, and the hardest challenge can be resolving "gray area” problems—situations in which analysis of the numbers, facts, and data fails to provide a clear answer. Gray areas test not only managers’ skills but also their... View Details

Keywords: Business or Company Management; Decision Choices and Conditions

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August 2019
Case

The United States and Russia: Gas Rivals in Europe?

By: Rawi Abdelal, Galit Goldstein and Paul Apostolicas

Though the shale revolution transformed the U.S. into the largest producer of petroleum products, it was unclear how much success American exporters would find selling liquefied natural gas on the European energy market. Gazprom, the state-controlled Russian energy... View Details

July 2006 (Revised July 2007)
Case

C.K. Coolidge, Inc. (Abridged)

Coolidge (CKC), a chemical manufacturer, is being sued for patent infringement. The plaintiffs are the patent holder and its sole licensee, who is also a CKC competitor. An analyst at CKC has done a breakeven decision analysis from CKC's perspective, balancing going to... View Details

Keywords: Negotiation Preparation; Courts and Trials; Patents; Analysis; Decision Choices and Conditions; Lawsuits and Litigation; Chemical Industry

April 2005 (Revised March 2006)
Case

RTY Telecom: Network Expansion

Requires real option analysis to analyze a capital expenditure decision by a large regional telecommunications firm. The firm needs to add network capacity for its broadband offering and is trying to decide on how to do this. One approach is simply to purchase this... View Details

Keywords: Expansion; Decision Choices and Conditions; Wireless Technology; Telecommunications Industry

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February 2000 (Revised April 2001)
Case

CNET 2000

By: Thomas R. Eisenmann and Pauline M Fischer

CNET's managers explain the strategic analysis that led to their decision to increase their annual marketing budget from $1 million to $100 million. CNET is an online information intermediary that helps consumers make purchase decisions about PC hardware and software,... View Details

Keywords: Entrepreneurship; Corporate Strategy; Budgets and Budgeting; Financial Strategy; Decisions; Growth and Development; Customer Focus and Relationships; Business Divisions; Marketing Strategy; Distribution Channels; Consumer Behavior; Online Technology; Information Technology Industry

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November 1986 (Revised April 1993)
Case

Fox Broadcasting Co.

Describes an attempt by Fox Broadcasting to enter the U.S. television broadcasting industry as a fourth network. Intended to integrate the analysis of major investment decisions with business strategy. Leads to a discussion of the investment decision based on industry... View Details

Keywords: Competition; Market Entry and Exit; Business Strategy; Media and Broadcasting Industry; United States

December 1980 (Revised February 1998)
Case

Burger King Corp.

By: W. Earl Sasser and David C. Rikert

Describes the operating system of a Burger King unit. The case does not have a decision focus; it is designed for use with McDonald's Corp. Students are asked to compare the operating systems of these two fast food hamburger chains. Careful analysis will detect the... View Details

Keywords: Food; System; Operations; Retail Industry; Food and Beverage Industry; United States

December 1980 (Revised February 1998)
Case

McDonald's Corp. (Condensed)

By: W. Earl Sasser and David C. Rikert

Describes the operating system of McDonald's, the world's most successful fast food chain. The case does not have a decision focus; it is designed for use with Burger King Corp. Students are asked to compare the operating systems of these two fast food hamburger... View Details

Keywords: Service Operations; Competition; Food and Beverage Industry

November 1993 (Revised June 1996)
Case

C.K. Coolidge, Inc. (A)

Coolidge (CKC), a chemical manufacturer, is being sued for patent infringement. Plaintiffs are the patent holder and its sole licensee, who is also a CKC competitor. An analyst at CKC has done breakeven decision analysis from CKC's perspective, balancing going to court... View Details

Keywords: Negotiation Preparation; Patents; Lawsuits and Litigation; Chemical Industry

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