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      • January 2025 (Revised April 2025)
      • Case

      Mercado Libre: The Best Is Yet to Come

      By: Krishna G. Palepu, Fernando Fragueiro, Carla Larangeira and Mariana Cal
      In 2024, Marcos Galperín, CEO and co-founder of Mercado Libre, reflected on its 25-year rise as Latin America’s largest marketplace, fintech leader, and most valuable public company. With operations spanning 18 countries and a robust ecosystem combining e-commerce,... View Details
      Keywords: Entrepreneurship; Multinational Firms and Management; Recruitment; Compensation and Benefits; Innovation Leadership; Innovation Strategy; Leadership Style; Business or Company Management; Management Practices and Processes; Management Succession; E-commerce; Emerging Markets; Distribution; Logistics; Organizational Culture; Organizational Design; Business Strategy; Competition; Growth and Development Strategy; Corporate Strategy; Technology Industry; Financial Services Industry; Retail Industry; Latin America; Mexico; Brazil; Argentina
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      Palepu, Krishna G., Fernando Fragueiro, Carla Larangeira, and Mariana Cal. "Mercado Libre: The Best Is Yet to Come." Harvard Business School Case 325-065, January 2025. (Revised April 2025.)
      • January 2025
      • Article

      Communication Within Firms: Evidence from CEO Turnovers

      By: Stephen Michael Impink, Andrea Prat and Raffaella Sadun
      This paper uses novel, firm-level communication measures derived from communications metadata several months before and after a CEO transition for 102 firms to study whether and how this organizational event is reflected in employees’ communication flows. We find that... View Details
      Keywords: Information; Communication; Management Succession; Organizational Change and Adaptation; Alignment
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      Impink, Stephen Michael, Andrea Prat, and Raffaella Sadun. "Communication Within Firms: Evidence from CEO Turnovers." Management Science 71, no. 1 (January 2025): 470–487.
      • 2025
      • Article

      Statistical Inference for Heterogeneous Treatment Effects Discovered by Generic Machine Learning in Randomized Experiments

      By: Kosuke Imai and Michael Lingzhi Li
      Researchers are increasingly turning to machine learning (ML) algorithms to investigate causal heterogeneity in randomized experiments. Despite their promise, ML algorithms may fail to accurately ascertain heterogeneous treatment effects under practical settings with... View Details
      Keywords: AI and Machine Learning; Mathematical Methods; Analytics and Data Science
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      Imai, Kosuke, and Michael Lingzhi Li. "Statistical Inference for Heterogeneous Treatment Effects Discovered by Generic Machine Learning in Randomized Experiments." Journal of Business & Economic Statistics 43, no. 1 (2025): 256–268.
      • 2024
      • Working Paper

      Hidden Risk

      By: Daniel Barth, Phillip Monin, Emil Siriwardane and Adi Sunderam
      Since 2013, large U.S. hedge fund advisers have been required to report risk exposures in their regulatory filings. Using these data, we first establish that managers’ perceptions of risk contain useful information that is not embedded in fund returns. Investor flows... View Details
      Keywords: Corporate Disclosure; Investment Funds; Risk and Uncertainty; Investment Return; Communication Strategy; Financial Services Industry
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      Barth, Daniel, Phillip Monin, Emil Siriwardane, and Adi Sunderam. "Hidden Risk." Working Paper, November 2024.
      • 2024
      • Working Paper

      How Do Global Portfolio Investors Hedge Currency Risk?

      By: Robin Greenwood and Alex Cheema-Fox
      We use monthly portfolio data from one of the world’s largest custodian banks, with over $40 trillion assets under custody, to study how global portfolio investors hedge foreign exchange risk in their equity and fixed income portfolios over the past 25 years. The data... View Details
      Keywords: Investment Portfolio; Investment Funds; Currency; Risk and Uncertainty
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      Greenwood, Robin, and Alex Cheema-Fox. "How Do Global Portfolio Investors Hedge Currency Risk?" Working Paper, October 2024.
      • October 2024
      • Article

      On Why Women-owned Businesses Take More Time to Secure Microloans

      By: Goran Calic, Moren Lévesque and Anton Shevchenko
      Examining gender differences in business financing reveals important dimensions on which women- and men-owned businesses differ. Although considerable progress has been made in understanding gender differences in mobilizing resources, the role of time in business... View Details
      Keywords: Microfinance; Gender; Financing and Loans; Equality and Inequality; Risk and Uncertainty; Decision Choices and Conditions; Entrepreneurship
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      Calic, Goran, Moren Lévesque, and Anton Shevchenko. "On Why Women-owned Businesses Take More Time to Secure Microloans." Small Business Economics 63, no. 3 (October 2024): 917–938.
      • October 2024
      • Case

      Southern California Industrial: Freezer Drive

      By: Arthur I. Segel, W. Matt Kelly and Dwight Angelini
      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., W. Matt Kelly, and Dwight Angelini. "Southern California Industrial: Freezer Drive." Harvard Business School Case 225-015, October 2024.
      • September 2024
      • Case

      Copenhagen Infrastructure Partners: Leading the Energy Transition

      By: John Macomber and Maxwell Nii Laryea
      A leading global infrastructure fund debates whether and when to become engaged in the electrolysis and distribution of hydrogen, as part of the hydrogen economy and the global transtion to a net zero energy world. The proposed billion dollar project consists of ... View Details
      Keywords: Energy; Infrastructure; Energy Generation; Renewable Energy; Project Finance; Energy Industry; Spain
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      Macomber, John, and Maxwell Nii Laryea. "Copenhagen Infrastructure Partners: Leading the Energy Transition." Harvard Business School Case 225-012, September 2024.
      • September 2024
      • Case

      InfraCredit and the Project Inception Facility

      By: John Macomber, Namrata Arora and Maagatha Kalavadakken
      Around the world, large infrastructure projects are frequently stymied by the high cost and high uncertainty of the project inception phase: the research and engineering and planning prior to financial close and start of construction. Could there be a new kind of... View Details
      Keywords: Infrastructure; Financial Institutions; Financial Instruments; Cost; Cash Flow; Capital; Assets; Financial Markets; Financial Strategy; Insurance; Energy; Product Development; Risk and Uncertainty; Business Strategy; Credit; Financial Services Industry; Energy Industry; Banking Industry; Africa; Nigeria
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      Macomber, John, Namrata Arora, and Maagatha Kalavadakken. "InfraCredit and the Project Inception Facility." Harvard Business School Case 225-027, September 2024.
      • September 2024
      • Supplement

      Red Hen Baking Company (B)

      By: Richard S. Ruback and Royce Yudkoff
      Pre-abstract: Instructors should consider the timing of making videos available to students, as they may reveal key case details.

      Abstract: This (B) case supplement is designed for use by faculty only to support classroom instruction in conjunction with "Red... View Details
      Keywords: Entrepreneurship; Financial Strategy; Financial Management; Buildings and Facilities; Finance; Food; Risk Management; Risk and Uncertainty; Growth and Development Strategy; Food and Beverage Industry; United States; Vermont
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      Ruback, Richard S., and Royce Yudkoff. "Red Hen Baking Company (B)." Harvard Business School Multimedia/Video Supplement 225-710, September 2024.
      • September 2024 (Revised December 2024)
      • Case

      Sona Comstar and Blackstone: Unlocking Value Through Business Transformation

      By: Ranjay Gulati and Kanika Jain
      Private equity firm Blackstone’s majority investment in automotive systems manufacturer Sona Comstar had culminated in the largest IPO in the Indian auto components industry in 2021, with stellar returns for all involved. This EV supplier was the result of a 2019... View Details
      Keywords: Strategy; Decision Making; Engineering; Management; Risk and Uncertainty; Private Equity; Mergers and Acquisitions; Initial Public Offering; Auto Industry; Manufacturing Industry; Technology Industry; Asia; Southeast Asia
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      Gulati, Ranjay, and Kanika Jain. "Sona Comstar and Blackstone: Unlocking Value Through Business Transformation." Harvard Business School Case 425-035, September 2024. (Revised December 2024.)
      • 2024
      • Working Paper

      Finance Without Exotic Risk

      By: Pedro Bordalo, Nicola Gennaioli, Rafael La Porta and Andrei Shleifer
      We address the joint hypothesis problem in cross-sectional asset pricing by using measured analyst expectations of earnings growth. We construct a firm-level measure of Expectations Based Returns (EBRs) that uses analyst forecast errors and revisions and shuts down any... View Details
      Keywords: Investment Return; Financial Markets; Behavioral Finance; Risk and Uncertainty
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      Bordalo, Pedro, Nicola Gennaioli, Rafael La Porta, and Andrei Shleifer. "Finance Without Exotic Risk." NBER Working Paper Series, No. 33004, September 2024.
      • August 2024
      • Case

      Circle: Reinventing the Future of Money

      By: Shikhar Ghosh and Shweta Bagai
      In early 2024, Circle Internet Financial's leadership team gathered to discuss the company's strategic path as it prepared for an IPO. Founded in 2013 by Jeremy Allaire, Circle had emerged as a pioneer in digital finance through its USD Coin (USDC), a regulated... View Details
      Keywords: Currency; Governance Compliance; Initial Public Offering; Competition; Financial Services Industry
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      Ghosh, Shikhar, and Shweta Bagai. "Circle: Reinventing the Future of Money." Harvard Business School Case 825-067, August 2024.
      • 2024
      • Article

      Neyman Meets Causal Machine Learning: Experimental Evaluation of Individualized Treatment Rules

      By: Michael Lingzhi Li and Kosuke Imai
      A century ago, Neyman showed how to evaluate the efficacy of treatment using a randomized experiment under a minimal set of assumptions. This classical repeated sampling framework serves as a basis of routine experimental analyses conducted by today’s scientists across... View Details
      Keywords: AI and Machine Learning; Research
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      Li, Michael Lingzhi, and Kosuke Imai. "Neyman Meets Causal Machine Learning: Experimental Evaluation of Individualized Treatment Rules." Journal of Causal Inference 12, no. 1 (2024).
      • 2024
      • Working Paper

      The Rise of Alternatives

      By: Juliane Begenau, Pauline Liang and Emil Siriwardane
      Since the 2000s, U.S. public pensions have shifted their risky investments towards alternative assets like private equity and hedge funds, some more aggressively than others. We explore several explanations for these cross-sectional trends, focusing on those implied by... View Details
      Keywords: Investment Funds; Investment Return; Risk and Uncertainty
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      Begenau, Juliane, Pauline Liang, and Emil Siriwardane. "The Rise of Alternatives." Harvard Business School Working Paper, No. 25-016, August 2024.
      • July 2024 (Revised September 2024)
      • Case

      Shell’s Balancing Act: Resource Allocation and the Green Transition (Abridged)

      By: David Collis and Haisley Wert
      In mid-2023, amid pressure from climate change activists, shareholder activists, and confronting enormous uncertainty about the future demand for and price of fossil fuels, new Shell CEO Wael Sawan (Harvard MBA 2003) announced a change in strategy for the U.K. oil... View Details
      Keywords: Oil & Gas; Renewables; Forecasting Demand; Strategy; Energy; Climate Change; Resource Allocation; Corporate Strategy; Investment Activism; Organizational Change and Adaptation; Organizational Culture; Energy Industry
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      Collis, David, and Haisley Wert. "Shell’s Balancing Act: Resource Allocation and the Green Transition (Abridged)." Harvard Business School Case 725-354, July 2024. (Revised September 2024.)
      • July 2024
      • Teaching Note

      The Israeli Innovation Authority: Decision-Making in a Time of Uncertainty

      By: Shai Bernstein, Josh Lerner and Sabrina T. Howell
      Teaching Note for HBS Case No. 824-198. View Details
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      Bernstein, Shai, Josh Lerner, and Sabrina T. Howell. "The Israeli Innovation Authority: Decision-Making in a Time of Uncertainty." Harvard Business School Teaching Note 825-052, July 2024.
      • July 2024
      • Case

      ZEISS: Commercializing Science

      By: Maria P. Roche, Carlota Moniz and Daniela Beyersdorfer
      Karl Lamprecht, President and CEO of the ZEISS AG Group, mused on how far ZEISS had come in 175 years of being a pioneer in optics, and how the course he had charted since taking the helm of the company could keep it on track. In his role, he oversaw the four core... View Details
      Keywords: Business Model; Business Organization; Decisions; Business Strategy; Competition; Business History; Collaborative Innovation and Invention; Independent Innovation and Invention; Disruptive Innovation; Innovation and Management; Innovation Strategy; Technological Innovation; Growth and Development Strategy; Knowledge Sharing; Industry Growth; Monopoly; Organizational Culture; Supply Chain Management; Partners and Partnerships; Risk and Uncertainty; Adaptation; Commercialization; Resource Allocation; Corporate Strategy; Semiconductor Industry; Technology Industry; Germany; Europe
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      Roche, Maria P., Carlota Moniz, and Daniela Beyersdorfer. "ZEISS: Commercializing Science." Harvard Business School Case 725-359, July 2024.
      • July 2024
      • Case

      Jacqueline Cook at Vendasta: Debating an IPO

      By: Reza Satchu, Tom Quinn and Andrew Kosc
      In May 2021, after a surge in demand for digital services that prompted high valuations for startups across the Canadian tech sector, Saskatchewan-based Vendasta entered the final stages of the initial public offering (IPO) process. COO Jacqueline Cook had invested her... View Details
      Keywords: Business Growth and Maturation; Business Startups; Interpersonal Communication; Cost vs Benefits; Forecasting and Prediction; Business Cycles; Entrepreneurship; Fairness; Capital Markets; Private Equity; Investment Banking; Stock Options; Financial Markets; Initial Public Offering; Institutional Investing; Price Bubble; Digital Platforms; Digital Transformation; Internet and the Web; Leadership; Growth and Development Strategy; Managerial Roles; Agreements and Arrangements; Going Public; Ownership Stake; Performance Expectations; Work-Life Balance; Strategic Planning; Business and Stakeholder Relations; Rank and Position; Risk and Uncertainty; Opportunities; Happiness; Reputation; Status and Position; Well-being; Information Technology Industry; Retail Industry; Canada
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      Satchu, Reza, Tom Quinn, and Andrew Kosc. "Jacqueline Cook at Vendasta: Debating an IPO." Harvard Business School Case 825-037, July 2024.
      • July 2024
      • Case

      Titan: OceanGate's Tragedy of Titanic Proportions

      By: Aiyesha Dey, Joseph Pacelli, James Barnett and ZeSean Ali
      In June 2023, OceanGate’s Titan submersible imploded attempting to reach the Titanic shipwreck site 3,800 meters below sea level. All five passengers aboard died, including OceanGate founder and CEO Stockton Rush. Before the tragedy, many in the deep-sea exploration... View Details
      Keywords: Analysis; Decision Making; Ethics; Leadership; Risk and Uncertainty; Safety; Entertainment and Recreation Industry; Technology Industry; Tourism Industry; Transportation Industry; Atlantic Ocean; North America; Washington (state, US)
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      Dey, Aiyesha, Joseph Pacelli, James Barnett, and ZeSean Ali. "Titan: OceanGate's Tragedy of Titanic Proportions." Harvard Business School Case 124-016, July 2024.
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