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September 1998
Case

Anheuser-Busch and the U.S. Brewing Industry

Presents an analytical report on the company's competitive position and on the industry structure in 1991. Used to show how a company can generate value through steady, incremental investment over a long period in a business model tailored to the industry context. Also... View Details

Keywords: Competition; Industry Structures; Growth and Development Strategy; Food and Beverage Industry; United States

October 2016 (Revised January 2018)
Case

BlackRock (A): Selling the Systems?

By: Ranjay Gulati, Jan W. Rivkin and Kelly McNamara

As the case opens in 1999, several key leaders at BlackRock, Inc., then a relatively small asset management firm, are trying to convince CEO Larry Fink and others that the firm should begin to offer Aladdin—its proprietary analytics and trading platform—to other asset... View Details

Keywords: Strategy; Competition; Information Technology; Asset Management; Competitive Strategy; Financial Services Industry; United States

February 2022 (Revised March 2022)
Case

MicroStrategy's Investment in Bitcoin

By: C. Fritz Foley

At the end of the second quarter of 2020, MicroStrategy, a Virginia based provider of analytics software and services, announced plans to acquire and hold bitcoin as a part of the firm’s treasury reserve policy and corporate strategy. Within a year, the firm purchased... View Details

Keywords: Bitcoin; Corporate Strategy; Acquisition; Investment Portfolio; Capital Structure; Equity

07 Dec 1999
Research & Ideas

Henry Heinz and Brand Creation in the Late Nineteenth Century

Today we might point to Heinz and Noble's skill in exploiting economies of scope, in developing additional goods that utilized existing inputs and organizational capabilities. 48 But neither man thought in theoretical terms about what he was doing. Like other... View Details

Keywords: by Nancy F. Koehn

Summer 2013
Article

Nuclear Negotiations With Iran

By: Paul R. Pillar, Robert Reardon, James K. Sebenius and Michael K. Singh

Paul Pillar and Robert Reardon challenge the analysis and substantive policy inputs that Sebenius and Singh developed for their article "Is a Nuclear Deal with Iran Possible? An Analytic Framework for the Iran Nuclear Negotiations" (International Security 37, no. 3... View Details

Keywords: Nuclear Proliferation; Zone Of Possible Agreement; ZOPA; International Relations; Negotiation; Iran; United States

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February 2019
Case

Miroglio Fashion (A)

By: Sunil Gupta and David Lane

Francesco Cavarero, chief information officer of Miroglio Fashion, Italy’s third-largest retailer of women’s apparel, was trying to bring analytical rigor to the company’s forecasting and inventory management decisions. But fashion is inherently hard to predict. Can... View Details

Keywords: Inventory Management; Demand Forecasting; Artificial Intelligence; Machine Learning; Forecasting and Prediction; Operations; Management; Decision Making; AI and Machine Learning; Apparel and Accessories Industry; Fashion Industry

July 2010 (Revised January 2017)
Background Note

Marketing Analysis Toolkit: Customer Lifetime Value Analysis (2024)

By: Thomas Steenburgh and Jill Avery

Customers are increasingly being viewed as assets that bring value to the firm. Customer lifetime value is a metric that allows managers to understand the overall value of their customer base and relate it to three customer strategies firms employ: asset... View Details

Keywords: Customer Lifetime Value; Return On Investment; Customer Acquisition; Customer Retention; Customer Churn; ＂Marketing Analytics＂; Marketing; Customer Relationship Management; Customer Focus and Relationships; Customer Value and Value Chain; Management Analysis, Tools, and Techniques; Marketing Strategy; Measurement and Metrics; Strategic Planning; Value

September 2023 (Revised January 2024)
Case

AB InBev: Brewing Up Forecasts during COVID-19

By: Mark Egan, C. Fritz Foley, Esel Cekin and Emilie Billaud

In July 2021, the CEO of AB InBev's European operations and his team strategized to position the company for success post-pandemic. As the world's largest beer company, boasting over 500 brands, revenue of $46 billion, and a workforce of 160,000 in 2020, AB InBev... View Details

February 2017 (Revised November 2021)
Case

Digitalization at Siemens

By: David J. Collis and Tonia Junker

The case discusses the digitalization strategy of Siemens AG, a German-based company operating in manufacturing and electronics. The increasing impact of digital technologies on all of its business units had prompted CEO Joe Kaeser and his team to put digitalization at... View Details

Keywords: Company Management; Digital Technologies; Corporate Strategy; Competition; Information Technology; Information Infrastructure; Manufacturing Industry; Electronics Industry

Teaching Interest

Overview

By: Lynda M. Applegate

I currently teach a module in the HBS Owner President Management (OPM) program that is entitled Innovation @Work. The module is designed to provide a general manager perspective on how to lead innovation and transform organizations, industries, and society. The role... View Details

2018
Working Paper

Design Rules, Volume 2: How Technology Shapes Organizations: Chapter 7 The Value Structure of Technologies, Part 2: Technical and Strategic Bottlenecks as Guides for Action

By: Carliss Y. Baldwin

The purpose of this chapter is to present analytic tools based on functional maps that can be used to identify investment opportunities and to formulate strategy in large, evolving technical systems. I argue that the points of value creation and value capture in a... View Details

Keywords: Bottlenecks; Information Technology; System; Investment; Opportunities; Strategy

August 2016 (Revised June 2017)
Case

Oversight Systems

By: Frank V. Cespedes and Amram Migdal

The case, set in May 2016, discusses sales strategy and managing sales and service at Oversight Systems, an Atlanta, Georgia–based software firm that developed analytics for organizations to monitor their data for errors, fraud, and operational inefficiencies. Included... View Details

Keywords: Sales; Sales Strategy; Entrepreneurial Sales; Entrepreneurial Sales And Marketing; Software Sales; Marketing; Marketing Management; Pricing; Salesforce Management; Distribution Channels; Marketing Strategy; Technology Industry; North America; United States; Atlanta; Georgia (state, US)

February 2010
Background Note

Marketing Analysis Toolkit: Market Size and Market Share Analysis

By: Thomas J. Steenburgh and Jill Avery

Marketers frequently need to estimate the size of their markets—both for existing products so that sales forecasts can be developed and for new products so that market opportunities can be assessed. This toolkit enables students to size a market and generate a sales... View Details

Keywords: Forecasting and Prediction; Management Analysis, Tools, and Techniques; Marketing Strategy; Markets; Demand and Consumers; Size; Strategic Planning; Sales

2021
Working Paper

The Project on Impact Investments' Impact Investment Database

By: M. Diane Burton, Shawn Cole, Abhishek Dev, Christina Jarymowycz, Leslie Jeng, Josh Lerner, Fanele Mashwama, Yue (Cynthia) Xu and T. Robert Zochowski

Impact investing has grown significantly over the past 15 years. From a niche investing segment with only $25 billion AUM in 2013 (WEF 2013), it experienced double-digit growth and developed into a market with an estimated $502 billion AUM (Mudaliapar and Dithrich... View Details

Keywords: Impact Investing; Investment; Analytics and Data Science; Analysis

October 1987 (Revised January 1989)
Background Note

Purchasing a Business: The Search Process

Describes the steps necessary to purchase a small to medium size company. Provides an eight-part analytical framework. Issues covered in the framework include the following: the self-assessment, deal criteria, deal sources, resources necessary to purchase a business,... View Details

Keywords: Acquisition; Framework; Resource Allocation; Negotiation Deal; Business Processes; Valuation

Teaching Interest

Finance I

By: Archie L. Jones

This course examines the role of finance in supporting the functional areas of a firm, and fosters an understanding of how financial decisions themselves can create value.

Topics covered include:

Basic analytical skills and principles of... View Details

November 2006
Case

Selling Biovail Short

By: Malcolm P. Baker, Chris Lombardi and Aldo Sesia

Hedge fund SAC Capital and analysts from Gradient Analytics and Banc of America face charges of stock price manipulation from Biovail, a Canadian pharmaceutical company. Gradient and BofA produced negative reports on Biovail's earnings quality. At the same time, SAC... View Details

Keywords: Stock Shares; Investment Banking; Asset Pricing; Financial Strategy; Crime and Corruption; Pharmaceutical Industry; Financial Services Industry; Canada

August 2006
Article

Confidence Intervals for Probabilities of Default

By: Samuel G. Hanson and Til Schuermann

In this paper we conduct a systematic comparison of confidence intervals around estimated probabilities of default (PD) using several analytical approaches as well as parametric and nonparametric bootstrap methods. We do so for two different PD estimation... View Details

Keywords: Credit Risk; Bootstrap; Mathematical Methods; Credit; Risk Management

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December 2021
Case

Burning Glass Technologies: From Data to Product

By: Suraj Srinivasan and Amy Klopfenstein

In May 2021, Matt Sigelman, CEO of Burning Glass Technologies, a company that provided labor market analytics for a variety of markets, navigates his company’s transition from data company to product company. Burning Glass originated as a service that used artificial... View Details

April 2011
Article

What Can We Learn from 'Great Negotiations'?

By: James K. Sebenius

What can one legitimately learn-analytically and/or prescriptively-from detailed historical case studies of "great negotiations," chosen more for their salience than their analytic characteristics or comparability? Taking a number of such cases compiled by Stanton... View Details

Keywords: Learning; International Relations; History; Agreements and Arrangements; Negotiation Process; Conflict and Resolution

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