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      • 2024
      • Working Paper

      Igniting Innovation: Evidence from PyTorch on Technology Control in Open Collaboration

      By: Daniel Yue and Frank Nagle
      Many companies offer free access to their technology to encourage outside addon innovation, hoping to later profit by raising prices or harnessing the power of the crowd while continuing to steer the direction of innovation. They can achieve this balance by opening... View Details
      Keywords: Technological Innovation; Power and Influence; Collaborative Innovation and Invention; Corporate Governance
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      Yue, Daniel, and Frank Nagle. "Igniting Innovation: Evidence from PyTorch on Technology Control in Open Collaboration." Harvard Business School Working Paper, No. 25-013, September 2024.
      • September 2024
      • Case

      Topaz: Navigating Governance, Legacy, and Change

      By: Christina R. Wing and Carla Larangeira
      Since its founding in 2011, the Garza Sada brothers and their father positioned Topaz among leading family offices in Monterrey, Mexico, with several assets under management. Topaz aspired to have a transformative impact across multiple Mexican industries. An industry... View Details
      Keywords: Business Conglomerates; Family Business; Governing and Advisory Boards; Managerial Roles; Management Succession; Family Ownership; Corporate Governance; Organizational Structure; Adoption; Financial Services Industry; Real Estate Industry; Education Industry; Energy Industry; Latin America; Mexico
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      Wing, Christina R., and Carla Larangeira. "Topaz: Navigating Governance, Legacy, and Change." Harvard Business School Case 625-062, September 2024.
      • September 2024 (Revised March 2025)
      • Case

      Burn the Gondolas? Venice, the Ghetto, and the Seasons of Capitalism

      By: Sophus A. Reinert, Charlotte Robertson and Robert Fredona
      This case uses the history of Venice—from the driving of the first pylons in the lagoon to the abdication of the city’s last doge, across the ages of Marco Polo and Vivaldi—to explore the invention and global diffusion of capitalism, as well as the cyclical rise and... View Details
      Keywords: Transformation; History; Power and Influence; Prejudice and Bias; Italy
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      Reinert, Sophus A., Charlotte Robertson, and Robert Fredona. "Burn the Gondolas? Venice, the Ghetto, and the Seasons of Capitalism." Harvard Business School Case 725-006, September 2024. (Revised March 2025.)
      • 2024
      • Working Paper

      Does Private Equity Have Any Business Being in the Health Care Business?

      By: Nori Gerardo Lietz and Zirui Song
      Private Equity (“PE”) has come under increased scrutiny by the press, academics, and policymakers, as well as the public, for its investments in health care delivery. This scrutiny has been exacerbated by recent high profile hospital bankruptcies following PE... View Details
      Keywords: Private Equity; Government Administration; Acquisition; Health Industry
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      Lietz, Nori Gerardo, and Zirui Song. "Does Private Equity Have Any Business Being in the Health Care Business?" Harvard Business School Working Paper, No. 25-012, September 2024.
      • September 2024
      • Article

      A Potential Pitfall of Passion: Passion Is Associated with Performance Overconfidence

      By: Erica R. Bailey, Kai Krautter, Wen Wu, Adam D. Galinsky and Jon M. Jachimowicz
      Having passion is almost universally lauded. People strive to follow their passion at work, and organizations increasingly seek out passionate employees. Supporting the benefits of passion, prior research finds a robust relationship between passion and higher levels of... View Details
      Keywords: Interests; Personal Characteristics; Performance Evaluation
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      Bailey, Erica R., Kai Krautter, Wen Wu, Adam D. Galinsky, and Jon M. Jachimowicz. "A Potential Pitfall of Passion: Passion Is Associated with Performance Overconfidence." Social Psychological & Personality Science 15, no. 7 (September 2024): 769–779.
      • September 2024
      • Article

      Backstage Matters: Collective Energy and Information Sharing on Global Teams

      By: Wenjie Ma, Leslie A. Perlow and Eunice Eun
      It is well documented that information sharing – which is central to team effectiveness – is complicated by cultural and geographical factors. However, little is known about the process of information sharing between subgroups within global teams. Building on Goffman’s... View Details
      Keywords: Knowledge Sharing; Groups and Teams; Geographic Scope
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      Ma, Wenjie, Leslie A. Perlow, and Eunice Eun. "Backstage Matters: Collective Energy and Information Sharing on Global Teams." Academy of Management Discoveries 10, no. 3 (September 2024): 463–487.
      • September–October 2024
      • Article

      Where Data-Driven Decision-Making Can Go Wrong

      By: Michael Luca and Amy C. Edmondson
      When considering internal data or the results of a study, often business leaders either take the evidence presented as gospel or dismiss it altogether. Both approaches are misguided. What leaders need to do instead is conduct rigorous discussions that assess any... View Details
      Keywords: Information; Analytics and Data Science; Analysis; Decision Making
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      Luca, Michael, and Amy C. Edmondson. "Where Data-Driven Decision-Making Can Go Wrong." Harvard Business Review 102, no. 5 (September–October 2024): 80–89.
      • August 2024
      • Case

      Oculii

      By: Andy Wu and Lucas Defilippo
      It was a bright June day in 2016. Steven Hong, co-founder and COO of Oculii had just signed a letter of intent agreeing to a 51% stake acquisition by Nexteer Automotive, a global steering and driveline supplier company that developed advanced driver assistance systems... View Details
      Keywords: Automotive; Autonomous Vehicles; Wireless Communications; Mergers and Acquisitions; Communication Intention and Meaning; Intellectual Property; Growth Management; Negotiation Deal; Supply Chain; Auto Industry; Technology Industry
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      Wu, Andy, and Lucas Defilippo. "Oculii." Harvard Business School Case 725-380, August 2024.
      • August 2024
      • Case

      Pioneering Pain Management: CWC Alliance Combats the Opioid Epidemic

      By: Susanna Gallani, Karen L. Sedatole and Sarah Mehta
      Set in March 2024, this case is about CWC Alliance (CWC), a nonprofit working to prevent opioid addiction in the U.S. Founder Cammie Wolf Rice launched CWC in 2018 after her son, Christopher Wolf, died of a heroin overdose. Wolf’s dependence on opioids stemmed from a... View Details
      Keywords: Health Care and Treatment; Innovation and Invention; Jobs and Positions; Nonprofit Organizations; Expansion; Growth and Development Strategy; Service Delivery; Mission and Purpose; Health Industry; United States; Georgia (state, US); Atlanta
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      Gallani, Susanna, Karen L. Sedatole, and Sarah Mehta. "Pioneering Pain Management: CWC Alliance Combats the Opioid Epidemic." Harvard Business School Case 125-012, August 2024.
      • August 2024 (Revised October 2024)
      • Case

      Discerene Group: Long-Term Public-Markets Investing

      By: Luis M. Viceira and Brent Schwarz
      This case discusses active investing based on fundamental valuations and price distortions created by market events, and whether contractual terms between investment managers and their investors can help align incentives between long-term investors and active managers.... View Details
      Keywords: Financial Strategy; Investment Funds; Valuation; Financial Markets; Financial Services Industry; Connecticut
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      Viceira, Luis M., and Brent Schwarz. "Discerene Group: Long-Term Public-Markets Investing." Harvard Business School Case 225-023, August 2024. (Revised October 2024.)
      • July–August 2024
      • Article

      Navigating the Future of Online Advertising with WEB3

      By: Frank V. Cespedes and Ben Plomion
      or years, digital ad spend was a steadily growing portion of marketing budgets. But online advertising faces challenges that mean a transformative shift in digital marketing. Meanwhile, so-called “Web3” has emerged as a medium that can change ad spend and how personal... View Details
      Keywords: Internet and the Web; Advertising; Digital Marketing
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      Cespedes, Frank V., and Ben Plomion. "Navigating the Future of Online Advertising with WEB3." European Business Review (July–August 2024).
      • Winter–Spring 2024
      • Article

      Grand Bargain: Negotiating Toward a Better Middle East

      By: James K. Sebenius
      How can sophisticated negotiation bring about a more peaceful and prosperous Middle East? While a "grand bargain" to accomplish this lofty goal may seem implausible, the potential value of such an agreement would be vast for most Israelis, Palestinians, and key... View Details
      Keywords: Negotiation; War; Conflict and Resolution; Israel; West Bank
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      Sebenius, James K. "Grand Bargain: Negotiating Toward a Better Middle East." Negotiation Journal 40, nos. 1-2 (Winter–Spring 2024): 41–73.
      • 2024
      • Working Paper

      The Consequences of Export Controls in Target Countries

      By: Xueyue Liu, Yu Liu and Jaya Y. Wen
      Export controls are a common instrument of national security, but their economic consequences are not well understood. This paper evaluates how these controls affect firm performance and adaptation in targeted countries. We use variation in a 2007 US policy,... View Details
      Keywords: National Security; Trade; Business and Government Relations; Policy; Performance Productivity; Adaptation
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      Liu, Xueyue, Yu Liu, and Jaya Y. Wen. "The Consequences of Export Controls in Target Countries." Harvard Business School Working Paper, No. 25-004, August 2024.
      • July 2024 (Revised January 2025)
      • Case

      Dynamic Pricing at Wendy's: Where's the Beef?

      By: Elie Ofek, Alicia Dadlani and Martha Hostetter
      In early 2024, Wendy’s new CEO announced on an earnings call that the company would install digital menus in its US locations so it could begin testing dynamic pricing—changing prices up or down in response to shifts in supply and demand – as well as allow engaging in... View Details
      Keywords: Dynamic Pricing; Marketing Strategy; Price; Technology Adoption; Consumer Behavior; AI and Machine Learning; Customer Focus and Relationships; Policy; Food and Beverage Industry
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      Ofek, Elie, Alicia Dadlani, and Martha Hostetter. "Dynamic Pricing at Wendy's: Where's the Beef?" Harvard Business School Case 525-010, July 2024. (Revised January 2025.)
      • July 2024
      • Technical Note

      What Is AI?

      By: Michael Parzen and Jo Ellery
      This note discusses definitions of artificial intelligence and covers the broad types of learning used in training AI, as well as explaining in detail how neural networks are built, trained, and used. View Details
      Keywords: AI and Machine Learning
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      Parzen, Michael, and Jo Ellery. "What Is AI?" Harvard Business School Technical Note 625-010, July 2024.
      • July 2024
      • Article

      AI, ROI, and Sales Productivity

      By: Frank V. Cespedes
      Artificial intelligence (AI) is now a loose term for many different things and at the peak of its hype curve. So managers hitch-their-pitch to the term in arguing for resources. But like any technology, its business value depends upon actionable use cases embraced by... View Details
      Keywords: ROI; AI and Machine Learning; Sales; Investment Return
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      Cespedes, Frank V. "AI, ROI, and Sales Productivity." Top Sales Magazine (July 2024), 12–13.
      • 2024
      • Chapter

      Corporations as the Central Institutions of Society

      By: Joseph L. Badaracco
      Mark Twain observed that, “Prediction is very difficult—particularly when it involves the future,” and he was right. One way to reduce the risk of becoming an infamous forecaster—like the experts who told us the Internet would quickly collapse, that Apple would never... View Details
      Keywords: Trends; Business and Government Relations; Organizations; Power and Influence; Society
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      Badaracco, Joseph L. "Corporations as the Central Institutions of Society." Chap. 4 in Justifying Next Stage Capitalism: Exploring a Hopeful Future, edited by Michel Dion and Moses Pava, 87–106. Springer, 2024.
      • 2024
      • Working Paper

      Digital Platforms 2.0: Learnings, Opportunities, and Challenges

      By: Shrabastee Banerjee, Ishita Chakraborty, Hana Choi, Hannes Datta, Remi Daviet, Chiara Farronato, Minkyung Kim, Anja Lambrecht, Puneet Manchanda, Aniko Oery, Ananya Sen, Marshall W Van Alstyne, Prasad Vana, Kenneth C Wilbur, Xu Zhang and Bobby Zhou
      Platform-based digital ecosystems form the backbone of our interactions with the Internet. Over the past decade, digital ecosystems have witnessed significant growth, both in terms of industry footprint and academic research. Yet, the challenges associated with their... View Details
      Keywords: Digital Platforms; Technology Adoption; E-commerce; Market Design
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      Banerjee, Shrabastee, Ishita Chakraborty, Hana Choi, Hannes Datta, Remi Daviet, Chiara Farronato, Minkyung Kim, Anja Lambrecht, Puneet Manchanda, Aniko Oery, Ananya Sen, Marshall W Van Alstyne, Prasad Vana, Kenneth C Wilbur, Xu Zhang, and Bobby Zhou. "Digital Platforms 2.0: Learnings, Opportunities, and Challenges." Working Paper, June 2024.
      • July 2024
      • Article

      How Artificial Intelligence Constrains Human Experience

      By: A. Valenzuela, S. Puntoni, D. Hoffman, N. Castelo, J. De Freitas, B. Dietvorst, C. Hildebrand, Y.E. Huh, R. Meyer, M. Sweeney, S. Talaifar, G. Tomaino and K. Wertenbroch
      Many consumption decisions and experiences are digitally mediated. As a consequence, consumer behavior is increasingly the joint product of human psychology and ubiquitous algorithms (Braun et al. 2024; cf. Melumad et al. 2020). The coming of age of Large Language... View Details
      Keywords: Large Language Model; User Experience; AI and Machine Learning; Consumer Behavior; Technology Adoption; Risk and Uncertainty; Cost vs Benefits
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      Valenzuela, A., S. Puntoni, D. Hoffman, N. Castelo, J. De Freitas, B. Dietvorst, C. Hildebrand, Y.E. Huh, R. Meyer, M. Sweeney, S. Talaifar, G. Tomaino, and K. Wertenbroch. "How Artificial Intelligence Constrains Human Experience." Journal of the Association for Consumer Research 9, no. 3 (July 2024): 241–256.
      • July 2024
      • Article

      The Passive-Ownership Share Is Double What You Think It Is

      By: Alex Chinco and Marco Sammon
      Each time a stock gets added to or dropped from a benchmark index, we ask: “How much money would have to be tracking that index to explain the huge spike in rebalancing volume we observe on reconstitution day?” While index funds held 16% of the US stock market in 2021,... View Details
      Keywords: Indexing; Passive Investing; Exchange-traded Funds (ETFs); Russell Reconstitution Day; Trading Volume; Information-based Asset Pricing; Investment Funds; Asset Pricing
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      Chinco, Alex, and Marco Sammon. "The Passive-Ownership Share Is Double What You Think It Is." Journal of Financial Economics 157 (July 2024).
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