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16 Nov 2010
Lessons from the Classroom

Data.gov: Matching Government Data with Rapid Innovation

may have not ” Joined in class by the Chief Information Office (CIO) of the United States, Vivek Kundra, who oversees Data.gov, Lakhani led the case discussion for 50 technology executives in a weeklong HBS executive education course,... View Details

Keywords: by Martha Lagace; Technology

16 Aug 2010
Lessons from the Classroom

HBS Introduces Marketing Analysis Tools for Managers

The marketing analysis toolkits are a suite of analytical tools that managers can use to inform decision-making in marketing. Each toolkit includes a technical note that outlines the analysis technique, provides examples of how it is used... View Details

Keywords: by Sarah Jane Gilbert

2013
Teaching Note

The COFCO Group (TN)

By: F. Warren McFarlan, Zheng Xiaoming and Ziqian Zhao

COFCO was China's sole legitimate window for agricultural foreign trade before 1987. The reform of China's foreign trade system beginning in 1987 cost COFCO its monopoly position. Subsequently, the SOE giant capitalized on its foreign trade expertise to strategically... View Details

Keywords: China; Food; China

July 1982 (Revised August 2006)
Background Note

Tax Factors in Business Combinations

By: Henry B. Reiling

Discusses the theory and rules governing the taxation of business combinations (mergers and acquisitions). Related information from state corporate law, federal securities law, accounting, and finance is also provided. A rewritten version of an earlier note. View Details

Keywords: Taxation; Mergers and Acquisitions; Law

April 2019
Case

Afterpay U.S.: The Omnichannel Dilemma

By: Antonio Moreno, Donald Ngwe and George Gonzalez

In 2018, Nick Molnar, the founder of the Australia-based online payment service Afterpay began its expansion to the U.S. market. The service had gained a loyal following in Australia by enabling customers to pay for online purchases through four interest-free... View Details

June 2007 (Revised April 2009)
Case

Intel 2006: Rising to the Graphics Challenge

By: Willy C. Shih and Elie Ofek

Examines the evolution of the PC hardware industry over the span of two and a half decades. The open architecture design of the IBM Personal Computer followed by the rapid appearance of clones drove a high level of standardization and modularity in the industry, and... View Details

Keywords: History; Customer Value and Value Chain; Decision Choices and Conditions; Information Infrastructure; Competitive Strategy; Mergers and Acquisitions; Technology Industry

2020
Working Paper

Overcoming the Cold Start Problem of CRM Using a Probabilistic Machine Learning Approach

By: Eva Ascarza

The success of Customer Relationship Management (CRM) programs ultimately depends on the firm's ability to understand consumers' preferences and precisely capture how these preferences may differ across customers. Only by understanding customer heterogeneity, firms can... View Details

Keywords: Customer Management; Targeting; Deep Exponential Families; Probabilistic Machine Learning; Cold Start Problem; Customer Relationship Management; Customer Value and Value Chain; Consumer Behavior; Analytics and Data Science; Mathematical Methods; Retail Industry

2016
Working Paper

The Stock Market and Bank Risk-Taking

By: David S. Scharfstein and Antonio Falato

We argue that stock market pressure to generate earnings encourages banks to increase risk. We measure risk using confidential supervisory ratings as well as financial information released in regulatory filings. We document that there is an increase in the risk-taking... View Details

Keywords: Stock Market; Financial Markets; Business Earnings; Banks and Banking; Risk and Uncertainty

12 Oct 1999
Research & Ideas

Rapid Response: Inside the Retailing Revolution

advances in information technology, a revolution has been taking place in retailing during the past two decades, and nowhere more so than in the apparel and textile sectors. The first to chronicle these changes and their implications in... View Details

Keywords: by James E. Aisner; Apparel & Accessories; Fashion; Consumer Products; Manufacturing; Retail

April 2020
Case

Ment.io: Knowledge Analytics for Team Decision Making

By: Yael Grushka-Cockayne, Jeffrey T. Polzer, Susie L. Ma and Shlomi Pasternak

Ment.io was a software platform that used proprietary data analytics technology to help organizations make informed and transparent decisions based on team input. Ment was born out of founder Joab Rosenberg’s frustration that, while organizations collected ever... View Details

Keywords: Decision Making; Information Technology; Knowledge; Knowledge Acquisition; Knowledge Management; Operations; Information Management; Product; Product Development; Entrepreneurship; Business Startups; Information Industry; Information Industry; Information Industry; Information Industry; Middle East; Israel

February 2001
Case

PlanetFeedback: The Voice of One ... The Power of Many (A)

By: James L. Heskett

The management of PlanetFeedback in proposes a merger with Intelliseek. Their goal is to create a comprehensive C2B and B2B business focused on the generation and analysis for business clients of consumer feedback data via the Internet, Planet Feedback's board of... View Details

Keywords: Mergers and Acquisitions; Decisions; Information Management; Analytics and Data Science; Business Strategy; Internet and the Web; Information Technology Industry

16 Sep 2014
First Look

First Look: September 16

Publications September 2014 The Oxford Handbook of Innovation Management Mergers and Acquisitions and Innovation By: Ahuja, Gautam, and Elena Novelli Abstract—This article (a) identifies the different theoretical perspectives and... View Details

Keywords: Sean Silverthorne

June 2010
Case

The Shaw Group Inc.: Entrepreneurial Innovation

By: Lynda M. Applegate and Edward Watson

The case describes the founding and evolution of the Shaw Group through acquisition. The case is set at the time that the company is redesigning its business processes, organization, and information technology infrastructure to support aggressive growth and increased... View Details

Keywords: Mergers and Acquisitions; Entrepreneurship; Innovation and Invention; Leadership; Growth and Development Strategy; Infrastructure; Business Processes; Organizational Design; Information Technology

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November 2003 (Revised December 2003)
Case

Proteome Systems Limited: The First Five Years

A Sydney-based biotechnology company is moving from the development of proteomics technology to the commercialization of its first instruments in the worldwide proteomics market. The case study highlights the range of activities engaged in by the 120-person company,... View Details

Keywords: Organizational Change and Adaptation; Information Technology; Commercialization; Entrepreneurship; Biotechnology Industry; Sydney

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24 Jul 2000
Research & Ideas

Linking the Globe: The Role of Media and Communications

"Linking the Globe: The Role of Media and Communications," amid deals-in-the-making. (The most notable of these, Vivendi's acquisition of Canada-based Seagram, was officially announced just after the conference.) But both media... View Details

Keywords: by Kenneth Liss; Information; Information; Information; Information

2010
Working Paper

Just Say No to Wall Street: Putting A Stop to the Earnings Game

By: Joseph Fuller and Michael C. Jensen

Putting an end to the "earnings game" requires that CEOs reclaim the initiative by avoiding earnings guidance and managing expectations in such a way that their stocks trade reasonably close to their intrinsic value. In place of earnings forecasts, management should... View Details

Keywords: Stocks; Performance Expectations; Goals and Objectives; Risk and Uncertainty; Growth and Development Strategy; Decisions; Risk Management; Budgets and Budgeting; Earnings Management; Value; Projects

September 2010
Case

Angie's List

Angie's List is a paid subscription-based service that gives consumers online access to member-submitted reviews of plumbers, electricians, and other home service providers. Customer and revenue growth are strong, but customer acquisition costs are high and the company... View Details

Keywords: Internet and the Web; Price; Competitive Advantage; Product Launch; Service Industry; United States

February 2020 (Revised August 2022)
Case

Anomalie

By: Jeffrey F. Rayport and Thomas O. Jones

In early 2019, the founders of Anomalie, an online direct-to-consumer provider of bridal gowns, have just agreed to a $13.6 million Series A investment from a Silicon Valley VC. They are considering three major initiatives as they move forward. (1) To scale their very... View Details

Keywords: Direct-to-consumer; Entrepreneurship; Internet and the Web; Growth and Development Strategy; Decision Choices and Conditions; Apparel and Accessories Industry; Technology Industry

January 1995 (Revised July 1996)
Case

Pharmaceutical Industry in the 1990s, The

Describes the pharmaceutical industry in the 1990s, with particular emphasis on the mergers between American manufacturers and prescription-benefits managers (PBMs). PBMs are distributors with unprecedented access to information on patient and physician... View Details

Keywords: Knowledge Use and Leverage; Distribution; Mergers and Acquisitions; Knowledge Management; Distribution Industry; Pharmaceutical Industry; United States

2013
Working Paper

Where do the Most Active Customers Originate and How Can Firms Keep Them Engaged?

By: Clarence Lee, E. Ofek and Thomas Steenburgh

In this paper, we study how firms offering Web services can acquire and develop an active customer base. We focus on two basic questions. First, how does the method of customer acquisition affect the way customers use the service to meet their own needs and to interact... View Details

Keywords: Customer Engagement; Adoption Routes; Hidden Markov Models; Search; Word-of-Mouth; Digital Media; Customer Relationship Management; Internet and the Web; Mathematical Methods; Consumer Behavior; Entrepreneurship; Marketing Reference Programs; Web Services Industry

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