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  • February 2018
  • Case

Whole Foods and JANA Partners

By: Suraj Srinivasan and Quinn Pitcher
In 2017, JANA Partners decided to launch an activist campaign at struggling supermarket chain Whole Foods Market. The company had struggled for the past several years, and JANA thought the presence of new directors could help turn around its operations, while Whole... View Details
Keywords: Corporate Governance; Information Technology; Institutional Investing; Investment Activism; United States
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Srinivasan, Suraj, and Quinn Pitcher. "Whole Foods and JANA Partners." Harvard Business School Case 118-076, February 2018.
  • October 1996 (Revised February 1997)
  • Case

Upjohn Company, The: The Upjohn-Pharmacia Merger

By: Krishna G. Palepu and Amy P. Hutton
In August 1995, the Upjohn Co. and Pharmacia AB announced a "merger of equals." This case provides background information on the industry, the position of Upjohn, and Upjohn's rationale for the proposed merger. View Details
Keywords: Mergers and Acquisitions; Financial Statements; Business Strategy; Annual Reports; Pharmaceutical Industry
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Palepu, Krishna G., and Amy P. Hutton. "Upjohn Company, The: The Upjohn-Pharmacia Merger." Harvard Business School Case 197-034, October 1996. (Revised February 1997.)
  • April 2023
  • Article

Inattentive Inference

By: Thomas Graeber
This paper studies how people infer a state of the world from information structures that include additional, payoff-irrelevant states. For example, learning from a customer review about a product’s quality requires accounting for the reviewer’s otherwise irrelevant... View Details
Keywords: Cognition and Thinking; Information Types; Behavior; Knowledge Acquisition
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Graeber, Thomas. "Inattentive Inference." Journal of the European Economic Association 21, no. 2 (April 2023): 560–592.
  • September 2016 (Revised October 2016)
  • Technical Note

Internet Data Capping Note

By: Shane Greenstein, Lisa Cox and Christine Snively
In April 2016, U.S. federal regulators approved Charter Communications’ acquisition of Time Warner Cable (TWC). The Department of Justice (DoJ) and Federal Communications Commission (FCC), however, stipulated that the new company could not apply data caps or introduce... View Details
Keywords: Internet Service Provider; Data Caps; Compression; Information Technology; Internet and the Web; United States
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Greenstein, Shane, Lisa Cox, and Christine Snively. "Internet Data Capping Note." Harvard Business School Technical Note 617-003, September 2016. (Revised October 2016.)
  • 18 Feb 2014
  • First Look

First Look: February 18

  Publications August 2013 Oxford Handbook of Creativity, Innovation, and Entrepreneurship: Multilevel Linkages Innovating without Information Constraints: Organization, Communities, and Innovation When View Details
Keywords: Sean Silverthorne
  • March 2012
  • Case

Schuberg Philis

By: Thomas J. DeLong and Daniela Beyersdorfer
The Dutch professional service firm Schuberg Philis has within a few years grown into a well-known player in the Dutch IT outsourcing market and regularly wins high customer- satisfaction marks. The growing workload and 100% promise to customers have increased the... View Details
Keywords: Growth Management; Organizational Culture; Management Style; Alignment; Information Technology Industry; Netherlands
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DeLong, Thomas J., and Daniela Beyersdorfer. "Schuberg Philis." Harvard Business School Case 412-092, March 2012.
  • 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
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Reiling, Henry B. "Tax Factors in Business Combinations." Harvard Business School Background Note 283-015, July 1982. (Revised August 2006.)
  • Teaching Interest

Economics of Entrepreneurship and Venture Capital

Designed for Harvard College sophomores.

Course Description: Why do so many individuals choose to pursue entrepreneurship despite substantial risks? How do these entrepreneurs raise money to finance their ventures? And what is the impact of... View Details

Keywords: Entrepreneurship; Entrepreneurial Finance; Entrepreneurship And Strategy; Venture Capital
  • March 10, 2025
  • Article

How Gen AI Could Change the Value of Expertise

By: Joseph Fuller, Matt Sigelman and Michael Fenlon
In the near future, gen AI is likely to affect some 50 million jobs, automating away elements of some jobs and augmenting workers’ abilities in others. The extent of those changes will compel companies to reshape their organizational structures and rethink their talent... View Details
Keywords: AI and Machine Learning; Job Cuts and Outsourcing; Organizational Structure; Talent and Talent Management; Personal Development and Career
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Fuller, Joseph, Matt Sigelman, and Michael Fenlon. "How Gen AI Could Change the Value of Expertise." Harvard Business Review (website) (March 10, 2025).
  • 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
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Heskett, James L. "PlanetFeedback: The Voice of One ... The Power of Many (A)." Harvard Business School Case 901-051, February 2001.
  • 2013
  • Case

The COFCO Group

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
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McFarlan, F. Warren, Zheng Xiaoming, and Ziqian Zhao. "The COFCO Group." Tsinghua University Case, 2013.
  • 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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Applegate, Lynda M., and Edward Watson. "The Shaw Group Inc.: Entrepreneurial Innovation." Harvard Business School Case 810-135, June 2010.
  • 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
  • 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
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Padilla, Nicolas, and Eva Ascarza. "Overcoming the Cold Start Problem of CRM Using a Probabilistic Machine Learning Approach." Harvard Business School Working Paper, No. 19-091, February 2019. (Revised May 2020. Accepted at the Journal of Marketing Research.)
  • 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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Lee, Clarence, E. Ofek, and Thomas Steenburgh. "Where do the Most Active Customers Originate and How Can Firms Keep Them Engaged?" Working Paper, 2013. (Revise and Resubmit at Management Science.)
  • January – February 2008
  • Article

The Dangers of Wishful Thinking

By: Richard S. Tedlow and David Ruben
Too many U.S. businesses (including tires, super-markets, and information technology) have been infected with the disease of denial. The answer? In Lincoln's words, “We must disenthrall ourselves.” View Details
Keywords: Knowledge Acquisition; Knowledge Use and Leverage; Leadership; Growth and Development Strategy; Success; Behavior; Cognition and Thinking
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Tedlow, Richard S., and David Ruben. "The Dangers of Wishful Thinking." The American: A Magazine of Ideas (January–February 2008).
  • October 1993
  • Case

Analyst's Dilemma (A), The

By: Joseph L. Badaracco Jr. and Jerry Useem
A young investment banker returns home one night to find that her roommate and best friend has been laid off from Universal Bank because Universal is shutting down its capital finance group. Her roommate makes her promise to keep this information confidential because... View Details
Keywords: Ethics; Values and Beliefs; Leveraged Buyouts; Conflict of Interests; Decision Choices and Conditions; Risk and Uncertainty
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Badaracco, Joseph L., Jr., and Jerry Useem. "Analyst's Dilemma (A), The." Harvard Business School Case 394-056, October 1993.
  • 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
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Grushka-Cockayne, Yael, Jeffrey T. Polzer, Susie L. Ma, and Shlomi Pasternak. "Ment.io: Knowledge Analytics for Team Decision Making." Harvard Business School Case 420-078, April 2020.
  • September 2016 (Revised September 2017)
  • Case

Collage.com: Scaling a Distributed Organization

By: Christopher Stanton and Shikhar Ghosh
Kevin Borders and Joe Golden, co-founders and co-CEOs of Collage.com, must decide how to grow their custom photo-products startup in the face of fierce competition. From 2011 through 2016, the business evolved from a hobby to a startup with $22 million in revenue and... View Details
Keywords: Remote Work; Internet and the Web; Organizational Structure; Competitive Strategy; Employees; Business Startups; Growth and Development Strategy; Consumer Products Industry; Service Industry
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Stanton, Christopher, and Shikhar Ghosh. "Collage.com: Scaling a Distributed Organization." Harvard Business School Case 817-038, September 2016. (Revised September 2017.)
  • 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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West, Jonathan, and Mona Ashiya. "Proteome Systems Limited: The First Five Years." Harvard Business School Case 604-049, November 2003. (Revised December 2003.)
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