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      • 2025
      • Working Paper

      Why Most Resist AI Companions

      By: Julian De Freitas, Zeliha Oğuz-Uğuralp, Ahmet Kaan Uğuralp and Stefano Puntoni
      AI companion applications—designed to serve as synthetic interaction partners—have recently become capable enough to reduce loneliness, a growing public health concern. However, behavioral research has yet to fully explain the barriers to adoption of such AI and... View Details
      Keywords: Generative Ai; Chatbots; Artificial Intelligence; Algorithmic Aversion; Lonelines; Technology Adoption; AI and Machine Learning; Well-being; Emotions
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      De Freitas, Julian, Zeliha Oğuz-Uğuralp, Ahmet Kaan Uğuralp, and Stefano Puntoni. "Why Most Resist AI Companions." Harvard Business School Working Paper, No. 25-030, December 2024. (Revised May 2025.)
      • November 2024 (Revised January 2025)
      • Case

      MiDAS: Automating Unemployment Benefits

      By: Shikhar Ghosh and Shweta Bagai
      In 2015, the state of Michigan considered whether to nominate its Michigan Integrated Data Automated System (MiDAS) for a prestigious state technology award. Launched in 2013 amid severe budget pressures, the $47 million automated fraud detection system was designed to... View Details
      Keywords: Artificial Intelligence; AI; Machine Learning Models; Algorithmic Data; Automation; Benefits; Compensation; Cost Reduction; Government; Fraud; Government Technology; Public Sector; Systems; Systems Integration; Unemployment Insurance; Waste Heat Recovery; AI and Machine Learning; Government Administration; Insurance; Decision Making; Digital Transformation; Employment; Public Administration Industry; United States; Michigan
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      Ghosh, Shikhar, and Shweta Bagai. "MiDAS: Automating Unemployment Benefits." Harvard Business School Case 825-100, November 2024. (Revised January 2025.)
      • 2024
      • Working Paper

      Climate Solutions, Transition Risk, and Stock Returns

      By: Shirley Lu, Edward J. Riedl, Simon Xu and George Serafeim
      Using large language models to measure firms' climate solution products and services, we find that high-climate solution firms exhibit lower stock returns and higher market valuation multiples. Their stock prices respond positively to events signaling increased demand... View Details
      Keywords: Technology; Generative Ai; Large Language Models; Climate Finance; Climate Change; Innovation and Invention; Environmental Sustainability; AI and Machine Learning; Investment; Financial Markets
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      Lu, Shirley, Edward J. Riedl, Simon Xu, and George Serafeim. "Climate Solutions, Transition Risk, and Stock Returns." Harvard Business School Working Paper, No. 25-024, November 2024.
      • 2024
      • Working Paper

      Catalysts for Climate Solutions: Corporate Responses to Venture Capital Financing of Climate-tech Startups

      By: Shirley Lu, George Serafeim and Simon Xu
      We study whether incumbent firms increase their product focus on climate solutions in response to venture capital (VC) financing of climate-tech startups. Using large language models to measure a firm's focus on climate solutions, we find that incumbents in similar... View Details
      Keywords: Climate Finance; Climate Change; Technological Innovation; Entrepreneurship; Venture Capital; Private Equity; Environmental Sustainability; Business Startups
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      Lu, Shirley, George Serafeim, and Simon Xu. "Catalysts for Climate Solutions: Corporate Responses to Venture Capital Financing of Climate-tech Startups." Harvard Business School Working Paper, No. 25-025, November 2024.
      • November 2024
      • Article

      On the Representativeness of Voter Turnout

      By: Louis Kaplow and Scott Duke Kominers
      Prominent theory research on voting analyzes a variety of models in which expected pivotality drives voters' turnout decisions and hence determines voting outcomes. It is recognized, however, that such work is at odds with Downs's paradox: in practice, many... View Details
      Keywords: Voting Behavior; Voting Turnout; Paradox Of Voting; Pivotality; Elections; Model; Theory; Governance Transparency; Government; Democracy; Turnout; Voting; Governance; Government and Politics; Public Sector; Political Elections
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      Kaplow, Louis, and Scott Duke Kominers. "On the Representativeness of Voter Turnout." Journal of Law & Economics 67, no. 4 (November 2024): 879–904.
      • November–December 2024
      • Article

      Outcome-Driven Dynamic Refugee Assignment with Allocation Balancing

      By: Kirk Bansak and Elisabeth Paulson
      This study proposes two new dynamic assignment algorithms to match refugees and asylum seekers to geographic localities within a host country. The first, currently implemented in a multi-year pilot in Switzerland, seeks to maximize the average predicted employment... View Details
      Keywords: AI and Machine Learning; Refugees; Geographic Location; Employment
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      Bansak, Kirk, and Elisabeth Paulson. "Outcome-Driven Dynamic Refugee Assignment with Allocation Balancing." Operations Research 72, no. 6 (November–December 2024): 2375–2390.
      • November 2024
      • Article

      The Health Costs of Cost Sharing

      By: Amitabh Chandra, Evan Flack and Ziad Obermeyer
      What happens when patients suddenly stop their medications? We study the health consequences of drug interruptions caused by large, abrupt, and arbitrary changes in price. Medicare’s prescription drug benefit as-if-randomly assigns 65-year-olds a drug budget as a... View Details
      Keywords: Outcome or Result; Health Care and Treatment; Budgets and Budgeting; Cost
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      Chandra, Amitabh, Evan Flack, and Ziad Obermeyer. "The Health Costs of Cost Sharing." Quarterly Journal of Economics 139, no. 4 (November 2024): 2037–2082.
      • October 2024
      • Supplement

      Hakluyt: from Corporate Intelligence to Trusted Advisors (B)

      By: Joseph B. Fuller and Lena Duchene
      This case is a continuation of an earlier study chronicling Hakluyt & Company (Hakluyt)’s transformation from an obscure boutique to a global corporate advisory firm with an outsized reputation. In August 2024, the firm faced a pivotal moment as managing partner Varun... View Details
      Keywords: Business Growth and Maturation; Business Model; Talent and Talent Management; Capital Structure; Cash Flow; Corporate Finance; Equity; Stock Shares; Corporate Governance; Business History; Compensation and Benefits; Recruitment; Leadership Style; Growth Management; Management Succession; Management Teams; Organizational Culture; Performance Evaluation; Networks; Partners and Partnerships; Business Strategy; Competitive Advantage; Consulting Industry; Europe; United Kingdom; England; London
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      Fuller, Joseph B., and Lena Duchene. "Hakluyt: from Corporate Intelligence to Trusted Advisors (B)." Harvard Business School Supplement 825-087, October 2024.
      • October 2024 (Revised February 2025)
      • Case

      Lanco Medical Group: Fostering Happiness for Growth

      By: Susanna Gallani, Jenyfeer Martínez Buitrago and Katherine Sonnefeldt
      This case describes how Lanco Medical Group, a fast-growing pharmaceutical distributor serving Latin America, approached the design of their employee benefits and incentives program. After learning about gaps between what leadership believed motivated employees and... View Details
      Keywords: Fairness; Compensation and Benefits; Retention; Growth Management; Motivation and Incentives; Expansion; Pharmaceutical Industry; Latin America
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      Gallani, Susanna, Jenyfeer Martínez Buitrago, and Katherine Sonnefeldt. "Lanco Medical Group: Fostering Happiness for Growth." Harvard Business School Case 125-062, October 2024. (Revised February 2025.)
      • October 16, 2024
      • Article

      Physicians Can Help Cut Costs. They Just Need the Right Incentives.

      By: Susanna Gallani and Derek A. Haas
      Health care organizations have long tried to enlist physicians in their effort to control or reduce costs. One effective means for doing so is to create an incentive system that rewards physicians for their contributions. To design such a system, organizations should... View Details
      Keywords: Cost; Motivation and Incentives; Compensation and Benefits; Health Industry
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      Gallani, Susanna, and Derek A. Haas. "Physicians Can Help Cut Costs. They Just Need the Right Incentives." Harvard Business Review Digital Articles (October 16, 2024).
      • October 2024
      • Article

      Founder-CEO Compensation and Selection into Venture Capital-Backed Entrepreneurship

      By: Michael Ewens, Ramana Nanda and Christopher Stanton
      We show theoretically that a critical determinant of the attractiveness of VC-backed entrepreneurship for high-earning potential founders is the expected time to develop a startup’s initial product. This is because founder-CEOs’ cash compensation increases... View Details
      Keywords: Entrepreneurship; Venture Capital; Executive Compensation
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      Ewens, Michael, Ramana Nanda, and Christopher Stanton. "Founder-CEO Compensation and Selection into Venture Capital-Backed Entrepreneurship." Journal of Finance 79, no. 5 (October 2024): 3361–3405.
      • October 2024 (Revised May 2025)
      • Case

      Southern California Industrial: Freezer Drive

      By: Arthur I Segel, Dwight Angelini and W. Matt Kelly
      In the midst of the COVID-19 pandemic, a Boston based real estate private equity firm was seeking to make their very first West Coast investments in hopes of establishing their presence in the strategic region. An exciting property suddenly became available on the... View Details
      Keywords: Real Estate Development; Acquisition; Health Pandemics; Risk and Uncertainty; Expansion; Cost vs Benefits; Investment Return; Real Estate Industry
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      Segel, Arthur I., Dwight Angelini, and W. Matt Kelly. "Southern California Industrial: Freezer Drive." Harvard Business School Case 225-015, October 2024. (Revised May 2025.)
      • September 2024
      • Case

      Faena: Magic in Mid-Miami Beach

      By: Robin Greenwood, Denise Han, Dave Habeeb and Ruth Page
      The link to this multimedia case should be provided to students in advance as preparation for classroom case discussion.

      This multimedia case follows real estate developer Alan Faena as he expanded his luxury development business from Argentina to the... View Details
      Keywords: Development; Real Estate; Hotels; Luxury; Urban Development; Sustainable Cities; Design; Markets; Transformation; Cost vs Benefits; Economic Growth; Private Sector; Public Sector; Economic Slowdown and Stagnation; Cultural Entrepreneurship; Financial Strategy; Investment Return; Geographic Location; Urban Scope; Corporate Accountability; Collaborative Innovation and Invention; Business and Community Relations; Business and Government Relations; Opportunities; Culture; Value Creation; Entertainment and Recreation Industry; Entertainment and Recreation Industry; Florida; Miami; Argentina; Buenos Aires
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      Greenwood, Robin, Denise Han, Dave Habeeb, and Ruth Page. "Faena: Magic in Mid-Miami Beach." Harvard Business School Multimedia/Video Case 225-701, September 2024.
      • September 2024
      • Technical Note

      How to Pay Family Employees in a Family Business

      By: Christina R. Wing, Maryann G Bell and Kara A Perusse
      Family businesses play a pivotal role in global economies, contributing significantly to employment and wealth creation. However, managing compensation for family members within these enterprises can be complex. Family employees frequently intertwine their roles as... View Details
      Keywords: Family Business; Fairness; Compensation and Benefits; Business or Company Management
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      Wing, Christina R., Maryann G Bell, and Kara A Perusse. "How to Pay Family Employees in a Family Business." Harvard Business School Technical Note 625-032, September 2024.
      • September 2024
      • Case

      Board Director Dilemmas: The Tradeoffs of Board Selection

      By: David G. Fubini, Suraj Srinivasan and Patrick Sanguineti
      After retiring from a long and successful career in financial auditing, Linda McGill looked forward to the prospect of joining a board. She felt the time was right to leverage the breadth of her experience while fulfilling one of her long-term goals. Though somewhat of... View Details
      Keywords: Board Decisions; Corporate Boards; Board Networks; Cost vs Benefits; Governing and Advisory Boards; Retirement
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      Fubini, David G., Suraj Srinivasan, and Patrick Sanguineti. "Board Director Dilemmas: The Tradeoffs of Board Selection." Harvard Business School Case 425-023, September 2024.
      • 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

      Networking Frictions in Venture Capital, and the Gender Gap in Entrepreneurship

      By: Sabrina T. Howell and Ramana Nanda
      We find that male participants in Harvard Business School’s New Venture Competition who were randomly exposed to more VC investors on their panel were substantially more likely to start a VC-backed startup post-graduation, indicating that access to investors impacts... View Details
      Keywords: Networks; Information Frictions; Venture Capital; Gender; Business Startups; Entrepreneurship
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      Howell, Sabrina T., and Ramana Nanda. "Networking Frictions in Venture Capital, and the Gender Gap in Entrepreneurship." Journal of Financial and Quantitative Analysis 59, no. 6 (September 2024): 2733–2761.
      • 2024
      • Working Paper

      Patent Hunters

      By: Lauren Cohen, Umit Gurun, Katie Moon and Paula Suh
      Analyzing millions of patents granted by the USPTO between 1976 and 2020, we find a pattern where specific patents only rise to prominence after considerable time has passed. Amongst these late-blooming influential patents, we show that there are key players (patent... View Details
      Keywords: Patents; Product Launch; Product; Innovation and Invention
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      Cohen, Lauren, Umit Gurun, Katie Moon, and Paula Suh. "Patent Hunters." NBER Working Paper Series, No. 32965, September 2024.
      • 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.
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