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      • Faculty Publications  (2,016)

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      • July 2025
      • Case

      Mitsui & Co., Ltd.

      By: Ramon Casadesus-Masanell and Akiko Saito
      In 2025, Kenichi Hori, President and CEO of Mitsui & Co., Ltd.—one of Japan’s most prominent Sogo Shosha (investment and trading companies with sprawling global footprints)—reflected on the company’s record-breaking profits. Its operations spanned multiple... View Details
      Keywords: Strategy; Management; Operations; Organizations; Japan
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      Casadesus-Masanell, Ramon, and Akiko Saito. "Mitsui & Co., Ltd." Harvard Business School Case 726-362, July 2025.
      • June 2025
      • Case

      (Family) Size Matters: Nico Oprée and the Decreasing Power of Family Unity over Time

      By: Lauren Cohen, Octavian Graf Pilati, Dominik V. Eynern and Sophia Pan
      Nico Oprée, a fourth-generation (G4) member of his family’s heavy manufacturing business, found himself reflecting on how the firm would navigate a deepening shareholder conflict. While the second generation (G2) had managed the business in harmony, dynamics shifted... View Details
      Keywords: Ownership; Family Businesses; Family; Family Functioning And Support; Family Business; Family and Family Relationships; Family Ownership; Acquisition; Governance; Resignation and Termination; Leadership Style; Management Succession; Size; Negotiation Offer; Private Ownership; Business and Shareholder Relations; Trust; Conflict of Interests; Conflict Management; Manufacturing Industry; Germany
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      Cohen, Lauren, Octavian Graf Pilati, Dominik V. Eynern, and Sophia Pan. "(Family) Size Matters: Nico Oprée and the Decreasing Power of Family Unity over Time." Harvard Business School Case 225-094, June 2025.
      • June 2025
      • Case

      AI Wars in 2025

      By: Andy Wu and Anna Yang
      In June 2025, Google leaders in Mountain View, CA convened after its parent company Alphabet shed a quarter-trillion in market capitalization in a matter of months. The immediate spark—the quiet revelation that Google searches had dipped for the first time in 20... View Details
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      Wu, Andy, and Anna Yang. "AI Wars in 2025." Harvard Business School Case 725-484, June 2025.
      • June 2025
      • Supplement

      Full-Funnel Advertising on TikTok: An Experiment

      By: Jeremy Yang and Ayelet Israeli
      TikTok’s Marketing Science team developed a new type of advertising strategy beyond branding and performance advertising, called full-funnel advertising. Branding ads focused on brand building at the top of the funnel by generating consumer awareness, while performance... View Details
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      Yang, Jeremy, and Ayelet Israeli. "Full-Funnel Advertising on TikTok: An Experiment." Harvard Business School Spreadsheet Supplement 525-721, June 2025.
      • June 2025
      • Exercise

      Full-Funnel Advertising on TikTok: An Experiment

      By: Jeremy Yang and Ayelet Israeli
      TikTok’s Marketing Science team developed a new type of advertising strategy beyond branding and performance advertising, called full-funnel advertising. Branding ads focused on brand building at the top of the funnel by generating consumer awareness, while performance... View Details
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      Yang, Jeremy, and Ayelet Israeli. "Full-Funnel Advertising on TikTok: An Experiment." Harvard Business School Exercise 525-066, June 2025.
      • June 2025
      • Exercise

      Full-Funnel Advertising on TikTok: An Experiment (Solution)

      By: Jeremy Yang and Ayelet Israeli
      TikTok’s Marketing Science team developed a new type of advertising strategy beyond branding and performance advertising, called full-funnel advertising. Branding ads focused on brand building at the top of the funnel by generating consumer awareness, while performance... View Details
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      Yang, Jeremy, and Ayelet Israeli. "Full-Funnel Advertising on TikTok: An Experiment (Solution)." Harvard Business School Exercise 525-067, June 2025.
      • June 2025
      • Case

      Power Struggles: Hydro-Quebec’s Energy Dilemma

      By: Juan Alcacer and Danika Couture-Peck
      In 2024, Maxime Aucoin, Executive Vice President and CFO of Hydro-Quebec, faced a series of compounding challenges as the utility confronted rapidly rising electricity demand, public pricing constraints, and strained stakeholder relationships. As the steward of... View Details
      Keywords: Renewable Energy; Infrastructure; State Ownership; Vertical Integration; Energy; Energy Industry; Canada
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      Alcacer, Juan, and Danika Couture-Peck. "Power Struggles: Hydro-Quebec’s Energy Dilemma." Harvard Business School Case 725-468, June 2025.
      • June 2025
      • Case

      Larry Culp at General Electric: Rebuilding an American Icon

      By: Nitin Nohria, Kayti Stanley, Ashka Stephen and Drew Goydan
      As he takes over as CEO of the iconic industrial giant General Electric, Larry Culp faces a range of urgent issues as the company is delisted from the DJIA and is seen by many as heading towards bankruptcy. Culp steers GE through a series of carefully thought-out moves... View Details
      Keywords: Leadership; Health Industry; Aerospace Industry; Industrial Products Industry; Financial Services Industry; North America; Europe
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      Nohria, Nitin, Kayti Stanley, Ashka Stephen, and Drew Goydan. "Larry Culp at General Electric: Rebuilding an American Icon." Harvard Business School Case 925-304, June 2025.
      • 2025
      • Working Paper

      Fiscal Externalities of Transaction Taxes: Evidence from the Los Angeles Mansion Tax

      By: Daniel Green, Vikram Jambulapati, Jack Liebersohn and Tejaswi Velayudhan
      We estimate the fiscal externalities of a property transfer tax, the Los Angeles “Mansion Tax”, on the revenues from property taxes when assessed values are closely tied to transactions. In California, as in over half of U.S. states, growth in tax as- sessments... View Details
      Keywords: Public Finance; Real Estate; Property Demand; Taxation; Property; Revenue; Los Angeles
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      Green, Daniel, Vikram Jambulapati, Jack Liebersohn, and Tejaswi Velayudhan. "Fiscal Externalities of Transaction Taxes: Evidence from the Los Angeles Mansion Tax." SSRN Working Paper Series, No. 5273034, June 2025.
      • June 2025
      • Article

      Ideation with Generative AI—In Consumer Research and Beyond

      By: Julian De Freitas, G. Nave and Stefano Puntoni
      The use of large language models (LLMs) in consumer research is rapidly evolving, with applications including synthetic data generation, data analysis, and more. However, their role in creative ideation—a cornerstone of consumer research—remains underexplored. Drawing... View Details
      Keywords: Large Language Model; AI and Machine Learning; Creativity; Innovation Strategy
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      De Freitas, Julian, G. Nave, and Stefano Puntoni. "Ideation with Generative AI—In Consumer Research and Beyond." Journal of Consumer Research 51, no. 1 (June 2025): 18–31.
      • May 2025
      • Case

      IQanat: Empowering Rural Youth in Kazakhstan

      By: Boris Groysberg and Maxim Pike Harrell
      In June 2025, IQanat CEO Aliya Salikova considered scaling opportunities for the foundation, which provided educational opportunities for children from rural regions of Kazakhstan. Established by Kazakhstani businessman and philanthropist Aidyn Rakhimbayev, IQanat... View Details
      Keywords: Mission and Purpose; Organizational Change and Adaptation; Leadership; Social Enterprise; Social Entrepreneurship; Growth and Development Strategy; Growth Management; Rural Scope; Philanthropy and Charitable Giving; Equality and Inequality; Education Industry; Central Asia; Kazakhstan
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      Groysberg, Boris, and Maxim Pike Harrell. "IQanat: Empowering Rural Youth in Kazakhstan." Harvard Business School Case 425-077, May 2025.
      • 2025
      • Working Paper

      Trade and Industrial Policy in Supply Chains: Directed Technological Change in Rare Earths

      By: Laura Alfaro, Harald Fadinger, Jay Schymik and Gede Virananda
      Trade and industrial policies, while primarily intended to support domestic industries, may unintentionally stimulate technological progress abroad. We document this mechanism in the case of rare earth elements (REEs)—critical inputs for manufacturing at the knowledge... View Details
      Keywords: Industrial Policy; Global Value Chains; Directed Technological Change; Input-output Linkages; Innovation; Trade; Metals and Minerals; Technological Innovation; Supply Chain; Technology Industry
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      Alfaro, Laura, Harald Fadinger, Jay Schymik, and Gede Virananda. "Trade and Industrial Policy in Supply Chains: Directed Technological Change in Rare Earths." Harvard Business School Working Paper, No. 25-059, May 2025.
      • May 2025
      • Case

      'Net Zero in Action': Impact Investing at the McKnight Foundation

      By: Lauren Cohen, Christina R. Wing and Sophia Pan
      Elizabeth McGeveran, Vice President of Investments at the McKnight Foundation, reflected on how to effectively advance the organization’s net-zero strategy. The foundation had committed 10% of its endowment to building a portfolio of impact investments and was among... View Details
      Keywords: Investment Fund; Philanthropy; Charitable Donations; Sustainability; Foundation; Impact Investing; ESG; Family Business; Forecasting and Prediction; Private Sector; Renewable Energy; Social Entrepreneurship; Climate Change; Environmental Sustainability; Green Technology; Financial Strategy; Investment Funds; Investment Portfolio; Institutional Investing; Corporate Accountability; Corporate Social Responsibility and Impact; Mission and Purpose; Private Ownership; Philanthropy and Charitable Giving; Social Issues; Sustainable Cities; Financial Services Industry; Minnesota; United States
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      Cohen, Lauren, Christina R. Wing, and Sophia Pan. "'Net Zero in Action': Impact Investing at the McKnight Foundation." Harvard Business School Case 225-095, May 2025.
      • Working Paper

      Shifting Work Patterns with Generative AI

      By: Eleanor W. Dillon, Sonia Jaffe, Nicole Immorlica and Christopher T. Stanton
      We present evidence on how generative AI changes the work patterns of knowledge workers using data from a 6-month-long, cross-industry, randomized field experiment. Half of the 7,137 workers in the study received access to a generative AI tool integrated into the... View Details
      Keywords: AI and Machine Learning; Behavior; Time Management
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      Dillon, Eleanor W., Sonia Jaffe, Nicole Immorlica, and Christopher T. Stanton. "Shifting Work Patterns with Generative AI." NBER Working Paper Series, No. 33795, May 2025. (Conditionally Accepted at American Economic Review: Insights .)
      • May–June 2025
      • Article

      Branch-and-Price for Prescriptive Contagion Analytics

      By: Alexandre Jacquillat, Michael Lingzhi Li, Martin Ramé and Kai Wang
      Contagion models are ubiquitous in epidemiology, social sciences, engineering, and management. This paper formulates a prescriptive contagion analytics model where a decision maker allocates shared resources across multiple segments of a population, each governed by... View Details
      Keywords: COVID-19; Mathematical Methods
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      Jacquillat, Alexandre, Michael Lingzhi Li, Martin Ramé, and Kai Wang. "Branch-and-Price for Prescriptive Contagion Analytics." Operations Research 73, no. 3 (May–June 2025): 1558–1580.
      • 2024
      • Case

      EPCorp: Convincing the C-Suite

      By: Jacob M. Cook
      In EPCorp: Convincing the C-Suite, Shivani Bahl is attempting to sell EPCorp's CEO, Debbie Sullivan, on her ideas for not only a new website upgrade but also a more expansive vision on how data and Generative AI can be used to grow the company. Debbie is understandably... View Details
      Keywords: AI and Machine Learning; E-commerce; Growth and Development Strategy
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      Cook, Jacob M. "EPCorp: Convincing the C-Suite." Harvard Business Publishing Case, 2024. (Quick Case.)
      • 2025
      • Working Paper

      Race, Rental Yields, and Housing Decay in Manhattan

      By: Tom Nicholas and Christophe Spaenjers
      We develop a new dataset on real estate transactions in Manhattan (1912–1939), linked to federal Census records (1930 and 1940) and property images used for tax assessment purposes (around 1940 and 1980). We analyze investor returns and incentives to maintain... View Details
      Keywords: Housing Markets; Rental Yields; Urban Decay; Manhattan; Race; Equality and Inequality; Investment Return; Motivation and Incentives; Real Estate Industry; New York (city, NY)
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      Nicholas, Tom, and Christophe Spaenjers. "Race, Rental Yields, and Housing Decay in Manhattan." Working Paper, May 2025.
      • May–June 2025
      • Article

      Slowly Varying Regression Under Sparsity

      By: Dimitris Bertsimas, Vassilis Digalakis Jr, Michael Lingzhi Li and Omar Skali Lami
      We consider the problem of parameter estimation in slowly varying regression models with sparsity constraints. We formulate the problem as a mixed integer optimization problem and demonstrate that it can be reformulated exactly as a binary convex optimization problem... View Details
      Keywords: Mathematical Methods; Analytics and Data Science
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      Bertsimas, Dimitris, Vassilis Digalakis Jr, Michael Lingzhi Li, and Omar Skali Lami. "Slowly Varying Regression Under Sparsity." Operations Research 73, no. 3 (May–June 2025): 1581–1597.
      • 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
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      Srinivasan, Suraj, Sudhanshu Nath Mishra, and Radhika Kak. "Windsurf and the AI Code Assistant Market." Harvard Business School Case 125-111, May 2025.
      • 2025
      • Chapter

      Institutional Entrepreneurship and Climate Change

      By: Ann-Kristin Bergquist and Geoffrey Jones
      This chapter explores when and why private regulatory governance systems became the primary form of global environmental governance. The chapter explores two different historical paths in such private regulation and how they came about. The first path involved... View Details
      Keywords: Institutional Entrepreneurship; Environment; Climate Change; Governing Rules, Regulations, and Reforms; Environmental Regulation; Standards; Corporate Social Responsibility and Impact
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      Bergquist, Ann-Kristin, and Geoffrey Jones. "Institutional Entrepreneurship and Climate Change." Chap. 1 in Climate Change and Business: Historical Perspectives, edited by Teresa da Silva Lopes, Paul Duguid, and Robert Fredona, 8–29. London, United Kingdom: Routledge, 2025.
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