Publications

November 2017
Teaching Note

Tencent

By: John R. Wells and Gabriel Ellsworth

Teaching Note for HBS No. 718-426. Tencent had undergone many transformations since it was founded in 1998 as a simple messaging service. In 2017, it was the largest online games provider in China with a wide range of game types, China’s largest social networking... View Details

Keywords: Tencent; Tencent Holdings; WeChat; Social Networking; Social Networks; Gaming; Gaming Industry; Video Games; Computer Games; Mobile Gaming; Portals; Payments; Mobile Payments; O2O; Online-to-offline; E-commerce; Messaging; Subscription Model; Freemium; Mobile App Industry; Smartphone; PC; Monetization Strategy; Antitrust; Streaming; Cloud Computing; Artificial Intelligence; Big Data; Alibaba; Facebook; JD.com; Tesla; Bundling; Synergies; Digital Strategy; Imitation; Licensing; Agility; Entry Barriers; Online Platforms; Advertising; Digital Marketing; Business Ventures; Acquisition; Mergers and Acquisitions; Business Conglomerates; Business Growth and Maturation; Business Organization; For-Profit Firms; Joint Ventures; Restructuring; Communication Technology; Blogs; Interactive Communication; Interpersonal Communication; Entertainment; Film Entertainment; Games, Gaming, and Gambling; Music Entertainment; Investment; Investment Portfolio; Price; Revenue; Geographic Scope; Cross-Cultural and Cross-Border Issues; Global Strategy; Multinational Firms and Management; Globalized Markets and Industries; Business History; Innovation Strategy; Technological Innovation; Business or Company Management; Goals and Objectives; Growth and Development Strategy; Product Positioning; Social Marketing; Network Effects; Market Entry and Exit; Digital Platforms; Industry Growth; Monopoly; Media; Distribution Channels; Service Delivery; Organizational Change and Adaptation; Organizational Structure; Public Ownership; Problems and Challenges; Business and Government Relations; Groups and Teams; Networks; Opportunities; Social and Collaborative Networks; Strategy; Adaptation; Business Strategy; Commercialization; Competition; Competitive Advantage; Competitive Strategy; Cooperation; Corporate Strategy; Diversification; Expansion; Horizontal Integration; Vertical Integration; Information Technology; Internet and the Web; Mobile and Wireless Technology; Applications and Software; Information Infrastructure; Value Creation; Emerging Markets; Product Development; Segmentation; Business Units; Communication; Profit; Communications Industry; Entertainment and Recreation Industry; Financial Services Industry; Information Industry; Information Technology Industry; Media and Broadcasting Industry; Motion Pictures and Video Industry; Music Industry; Service Industry; Technology Industry; Telecommunications Industry; Video Game Industry; Web Services Industry; Asia; China; Canton (province, China)

April 2001 (Revised March 2002)
Case

Seagate Technology Buyout

By: Gregor M. Andrade, Stuart C. Gilson and Todd C. Pulvino

In March 2000, a group of private investors and senior managers were negotiating a deal to acquire the disk drive operations of Seagate Technology. The motivating factor for the buyout was the apparently anomalous market value of Seagate's equity: Seagate's equity... View Details

Keywords: Valuation; Leveraged Buyouts; Financial Strategy; Computer Industry

We live in a dynamic economic and commercial world, surrounded by objects of remarkable complexity and power. In many industries, changes in products and technologies have brought with them new kinds of firms and forms of organization. We are... View Details

09 Mar 2020
Research & Ideas

Warring Algorithms Could Be Driving Up Consumer Prices

The widespread use of pricing algorithms is reshaping the nature of competition in online markets and potentially driving up the prices of retail goods, according to recent research. These automated, price-adjusting software programs may... View Details

Keywords: by Kristen Senz; Retail

July 2003 (Revised October 2013)
Case

Model N Inc.

By: Marco Iansiti and Alison Berkley Wagonfeld

The CEO of a Silicon Valley start-up needed to make organizational and product changes to deliver a new software solution to a Fortune 500 customer. He was wondering how he should structure the company to best meet the requirements for this particular customer, while... View Details

Keywords: Business Model; Business Startups; Trends; Communication; Customer Focus and Relationships; Selection and Staffing; Time Management; Organizational Change and Adaptation; Business Strategy; Software; Computer Industry

07 Jul 2003
Research & Ideas

The Organizational Model for Open Source

Programmers contribute to free software and open source projects for many reasons—some for the fun of it, some to improve their skills, others for a paycheck. Many people have wondered why these people give their work away. The truth is... View Details

Keywords: by Mallory Stark

29 Feb 2000
Research & Ideas

Whence IT Value?

question around which many IT vendors design and sell their products. Instead, functionality continues to be king. New releases of everything from ERP to office automation software tout the new functionality they provide — in other words,... View Details

Keywords: by Andrew McAfee

September 2008 (Revised August 2009)
Case

VMware, Inc., 2008

By: David B. Yoffie, Andrei Hagiu and Michael Slind

Paul Maritz took the helm of VMware in July 2008, just as the company confronted a radically new competitive environment. Since its founding in 1998, VMware had been the leading provider of virtualization software. Now it faced the kind of threat that every software... View Details

Keywords: History; Digital Platforms; Competition; Decision Choices and Conditions; Applications and Software; Business Strategy

22 Oct 2007
Research & Ideas

Bringing ‘Lean’ Principles to Service Industries

and efficiency, lean's influence (and various interpretations of its tenets) continues to grow. In their working paper "Lean Principles and Software Production: Evidence from Indian Software... View Details

Keywords: by Julia Hanna; Computer

Research Summary

Optimal Decision Making Under Uncertainty

Inventory control problems in supply chains. In this stream of theoretical research, Professor Goh has investigated how inventory should be optimally managed in supply chains. Specifically, he has studied how supply chains can make decisions to operate... View Details

June 2025
Teaching Note

AI at QuantumBlack: McKinsey’s Open Source Dilemma

By: Frank Nagle, Sam Boysel and Susan Pinckney

Teaching Note for HBS Case No. 725-433. In 2019, QuantumBlack by McKinsey considered releasing Kedro, a proprietary machine learning data pipeline tool as an open source software offering. View Details

December 2020 (Revised April 2021)
Case

IBM Watson at MD Anderson Cancer Center

By: Shane Greenstein, Mel Martin and Sarkis Agaian

After discovering that their cancer diagnostic tool, designed to leverage the cloud computing power of IBM Watson, needed greater integration into the clinical processes at the MD Anderson Cancer Center, the development team had difficult choices to make. The Oncology... View Details

Keywords: Decision Making; Innovation Strategy; Knowledge Management; Knowledge Use and Leverage; Operations; Failure; Information Technology; Applications and Software; Health Care and Treatment; Product Development; Health Industry; Information Technology Industry; Technology Industry; United States; Houston; Texas

2023
Working Paper

Nailing Prediction: Experimental Evidence on the Value of Tools in Predictive Model Development

By: Daniel Yue, Paul Hamilton and Iavor Bojinov

Predictive model development is understudied despite its centrality in modern artificial intelligence and machine learning business applications. Although prior discussions highlight advances in methods (along the dimensions of data, computing power, and algorithms)... View Details

Keywords: Analytics and Data Science

SSRN

Read Now

Predictive model development is understudied despite its importance to modern businesses. Although prior discussions highlight advances in methods (along the dimensions of data, computing power, and algorithms) as the primary driver of model quality, the value of... View Details

12 Oct 2011
Research & Ideas

Creating Online Ads We Want to Watch

unobtrusively measured their eye movements. The researchers parsed the camera data with the help of computer vision software that evaluated emotional response based on variations in facial features. Click to... View Details

Keywords: by Carmen Nobel; Consumer Products

Alan D. MacCormack

Alan MacCormack is the MBA Class of 1949 Adjunct Professor of Business Administration at the Harvard Business School, a member of The Digital, Data, and Design (D^3) Institute at Harvard, and a core faculty member... View Details

Keywords: computer; computer; computer; computer; computer; computer; computer; computer; computer; computer; computer; computer

December 1996 (Revised June 1998)
Case

Midnight Networks, Inc.

By: H. Kent Bowen and Marilyn Matis

Midnight Networks, Inc., is a small computer network validation company. This case describes how the five founders built their business from operations earnings and how they established "best practices" operational processes to run their firm successfully. Operational... View Details

Keywords: Corporate Entrepreneurship; Business or Company Management; Operations; Organizational Culture; Applications and Software; Business Startups; Business Growth and Maturation; Information Technology Industry; Massachusetts