Publications

February 2006 (Revised December 2009)
Case

Pixamo-Inc., AG, or OOO?

Andrew Prihodko is forming a new venture, Pixamo, the next generation of online photo management and sharing sites. Pixamo's alpha site has generated over 1,000 users and a lot of information about registration and usage patterns. Prihodko must address a number of... View Details

Keywords: Geographic Location; Globalized Firms and Management; Internet and the Web; Entrepreneurship; Business Startups; Web Services Industry; Delaware; Switzerland; Ukraine

August 2018 (Revised September 2019)
Case

Magnus Resch: Transforming the Art Market Through Transparency

By: Henry McGee and Sarah Mehta

Economist and entrepreneur Magnus Resch was on a mission to make the art market more transparent. To that end, in 2014, he began building the Magnus app, which catalogued the price and transaction history of millions of works of art. Users could download the app, take... View Details

Keywords: Art Market; Transparency; Art Pricing; Business Startups; Decision Making; Innovation Strategy; Culture; Business Strategy; Mobile Technology; Fine Arts Industry; Information Technology Industry

May–June 2019
Article

U-Shaped Conformity in Online Social Networks

By: Monic Sun, Michael Zhang and Feng Zhu

We explore how people balance their needs to belong and to be different from their friends by studying their choices of a virtual-house wall color on a leading Chinese social-networking site. The setting enables us to randomize both the popular color and the adoption... View Details

Keywords: Conformity; Normative Social Influence; Social Networks; Field Experiment; Social and Collaborative Networks; Behavior; Attitudes; Social Media

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February 2023
Case

Roblox: Virtual Commerce in the Metaverse

By: Ayelet Israeli and Nicole Tempest Keller

In 2022, Roblox had 58.8 million daily active users, including over half of all children and teens under the age of 16 in the United States. Roblox, a free-to-use “co-experience platform”, allowed users to come together in immersive 3D experiences to socialize, work,... View Details

August 2003 (Revised September 2003)
Case

Tower Software

Tower Software (TS) is a publicly traded corporation engaged in multiple facets of the computer software business. Its flagship product, TS SERVE, is a successful proprietary network operating system. TS also develops and sells applications software for word... View Details

Keywords: Applications and Software; Product Launch; Web Services Industry; Information Technology Industry

Research Summary

Why Do Consumers Contribute to Connected Goods? A Dynamic Game of Competition and Cooperation in Social Networks

Social network platforms and media rely on the voluntary contributions of individual users to stay relevant. Consumers (users) contribute content such as photographs, videos, tweets etc.: these are available to any of their friends or peers, but not... View Details

19 Oct 2016
HBS Seminar

Luís Cabral, NYU Stern School of Business

May 2025
Case

Windsurf and the AI Code Assistant Market

By: Suraj Srinivasan, Sudhanshu Nath Mishra and Radhika Kak

In April 2025, the founding team of Windsurf, an AI start-up specializing in code generation gathered in Mountain View, California, to assess its remarkable year of growth. The company had scaled from a niche GitHub Copilot alternative to a breakout player with over... View Details

Keywords: AI and Machine Learning; Venture Capital; Innovation Leadership; Technological Innovation; Technology Industry; United States

September 2011
Module Note

Orientation to Leadership Intelligence Days, 2011

By: Joshua D. Margolis and Anthony J. Mayo

Julie Bornstein, senior vice president of Sephora Direct, is seeking to double her budget for social media and other digital marketing initiatives for 2011. A number of digital efforts implemented in the past two years seem to be bearing fruit and there is a desire to... View Details

Keywords: Budgets and Budgeting; Borrowing and Debt; Investment Return; Resource Allocation; Marketing Communications; Marketing Strategy; Consumer Behavior; Online Technology; Beauty and Cosmetics Industry

June 2010 (Revised October 2010)
Course Overview Note

Building and Sustaining a Successful Enterprise

By: Willy C. Shih

This Module Note for Instructors outlines the structure and content of the Building and Sustaining a Successful Enterprise MBA second year elective course at the Harvard Business School. The course focuses on giving students a solid grounding in the construction of... View Details

Keywords: Business Startups; Business Growth and Maturation

March–April 2023
Article

Market Segmentation Trees

By: Ali Aouad, Adam Elmachtoub, Kris J. Ferreira and Ryan McNellis

Problem definition: We seek to provide an interpretable framework for segmenting users in a population for personalized decision making. Methodology/results: We propose a general methodology, market segmentation trees (MSTs), for learning market... View Details

Keywords: Decision Trees; Computational Advertising; Market Segmentation; Analytics and Data Science; E-commerce; Consumer Behavior; Marketplace Matching; Marketing Channels; Digital Marketing

13 Nov 2013
News

Can Twitter Continue to Fly High?

Article

Effect of Different Financial Incentive Structures on Promoting Physical Activity Among Adults: A Randomized Clinical Trial

By: Chethan Bachireddy, Andrew Joung, Leslie K. John, Francesca Gino, Bradford Tuckfield, Luca Foschini and Katherine L. Milkman

Importance: Few adults engage in recommended levels of physical activity. Financial incentives can promote physical activity, but little is known about how their structure influences their effectiveness; for example, whether incentives are more effective if they are... View Details

Keywords: Physical Activity; Financial Incentives; Motivation and Incentives; Money

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12 Dec 2018
News

Impact Investing Could Accelerate the Fight Against Cancer

Negotiation 360

Negotiation 360 an app built for Apple and Android personal devices. It empowers users to track negotiation performance and draw valuable lessons from their own experience. Its interactive features are based on cutting edge theory and proven best practices.
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July 1988 (Revised May 1995)
Case

Du Pont's Artificial Intelligence Implementation Strategy

Describes Du Pont's attempt to follow a "small is beautiful" type approach toward implementing expert systems technology. Intended to illustrate that there is no "one right way" to implement expert systems and that the small systems approach can be a viable strategy... View Details

Keywords: Technology Adoption; Business Strategy

May 2017
Case

Buffer.com

By: Susanna Gallani, Tiffany Y. Chang, Brian J. Hall and Jee Eun Shin

Social media company Buffer wanted to establish clear company values early in its growth. One of these values was a commitment to transparency in its company practices. Buffer openly shared its business strategies and fundraising decks, among lots of other information.... View Details

Keywords: Compensation; Compensation Design; Company Values; Culture; Transparency; Compensation and Benefits; Organizational Culture; Values and Beliefs

March 2011 (Revised December 2012)
Case

Demand Media

By: John Deighton and Leora Kornfeld

Google search had helped Demand Media grow to be a $1.9 billion online publisher. Then, social media and smartphone apps began to change the way people navigated the Internet. How should Demand Media respond? The business ran on a radically new model in which a stable... View Details

Keywords: Business Model; Information Publishing; Consumer Behavior; Customization and Personalization; Internet and the Web; Publishing Industry