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      • November 2024
      • Article

      Preference Externality Estimators: A Comparison of Border Approaches and IVs

      By: Xi Ling, Wesley R. Hartmann and Tomomichi Amano
      This paper compares two estimators—the Border Approach and an Instrumental Variable (IV) estimator—using a unified framework where identifying variation arises from “preference externalities,” following the intuition in Waldfogel (2003). We highlight two dimensions in... View Details
      Keywords: Econometrics; Casual Inference; Marketing; Economics; Advertising; Mathematical Methods
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      Ling, Xi, Wesley R. Hartmann, and Tomomichi Amano. "Preference Externality Estimators: A Comparison of Border Approaches and IVs." Management Science 70, no. 11 (November 2024): 7892–7910.
      • November 2024
      • Article

      Price Discounts and Cheapflation During the Post-Pandemic Inflation Surge

      By: Alberto Cavallo and Oleksiy Kryvtsov
      We study how within-store price variation changes with inflation, and whether households exploit it to attenuate the inflation burden. We use micro price data for food products sold by 91 large multi-channel retailers in ten countries between 2018 and 2024. Measuring... View Details
      Keywords: Macroeconomics; Inflation and Deflation; Price; Consumer Behavior; Personal Finance; Product Positioning
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      Cavallo, Alberto, and Oleksiy Kryvtsov. "Price Discounts and Cheapflation During the Post-Pandemic Inflation Surge." Journal of Monetary Economics 148 (November 2024).
      • 2024
      • Article

      Supply and Demand and the Term Structure of Interest Rates

      By: Robin Greenwood, Samuel Hanson and Dimitri Vayanos
      We survey the growing literature emphasizing the role that supply-and-demand forces play in shaping the term structure of interest rates. Our starting point is the Vayanos and Vila (2009, 2021) model of the term structure of default-free bond yields, which we present... View Details
      Keywords: Demand and Consumers; Interest Rates; Bonds; Financial Markets
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      Greenwood, Robin, Samuel Hanson, and Dimitri Vayanos. "Supply and Demand and the Term Structure of Interest Rates." Annual Review of Financial Economics 16 (2024): 115–151.
      • October 2024
      • Teaching Plan

      Teamworks: Tackling a Forecasting Fumble

      By: Lou Shipley and Stacy Straaberg
      In late March 2018, Teamworks CEO Zach Maurides learned Q1 2018 sales were at risk for a large forecasting miss. Founded in 2004, Teamworks’s software application assisted support staff in messaging, scheduling, and sharing documents with collegiate and professional... View Details
      Keywords: Acquisition; Business Growth and Maturation; Communication Strategy; Decisions; Forecasting and Prediction; Business Cycles; Technological Innovation; Sports; Growth and Development Strategy; Resource Allocation; Marketing; Sales; Business Strategy; Expansion; Sports Industry; Technology Industry; United States; North Carolina
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      Shipley, Lou, and Stacy Straaberg. "Teamworks: Tackling a Forecasting Fumble." Harvard Business School Teaching Plan 825-003, October 2024.
      • October 2024
      • Case

      Tonik

      By: Andy Wu, Maliha Malek Quadir and Aticus Peterson
      This case study examines Tonik, the first digital bank in the Philippines, as it navigates the challenges of scaling its lending operations and achieving profitability in an evolving fintech landscape. It explores Tonik's journey from its launch in 2018 to early 2024,... View Details
      Keywords: Business Startups; Financing and Loans; Profit; Governing Rules, Regulations, and Reforms; Growth and Development Strategy; Emerging Markets; Entrepreneurship; Product; Banking Industry; Financial Services Industry; Technology Industry; Philippines
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      Wu, Andy, Maliha Malek Quadir, and Aticus Peterson. "Tonik." Harvard Business School Case 725-404, October 2024.
      • October 2024 (Revised December 2024)
      • Case

      Kering Eyewear

      By: Rohit Deshpandé, Dante Roscini and Elena Corsi
      In June 2024, Roberto Vedovotto, CEO of Kering Eyewear, prepared to discuss the future of the recently acquired brands LINDBERG, a Danish optical eyewear brand, and Maui Jim, an American sunglasses brand. Vedovotto founded Kering Eyewear in 2014, convincing... View Details
      Keywords: Marketing Strategy; Brands and Branding; Product Marketing; Mergers and Acquisitions; Business or Company Management; Growth and Development Strategy; Luxury; Apparel and Accessories Industry; Apparel and Accessories Industry; Apparel and Accessories Industry; Italy; Europe; China
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      Deshpandé, Rohit, Dante Roscini, and Elena Corsi. "Kering Eyewear." Harvard Business School Case 525-027, October 2024. (Revised December 2024.)
      • October 2024 (Revised July 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 July 2025.)
      • October 2024
      • Module Note

      Purpose of the Firm

      By: Debora L. Spar and Julia M. Comeau
      Purpose of the Firm (PoF) is a short module designed to explore how, and under what circumstances, business leaders can harness the power of capitalism and markets to “make a difference in the world”—that is, to address a significant societal problem as a commercial... View Details
      Keywords: Social Accounting; Purpose; Corporate Social Responsibility and Impact; Social Enterprise; Mission and Purpose; Leadership
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      Spar, Debora L., and Julia M. Comeau. "Purpose of the Firm." Harvard Business School Module Note 325-035, October 2024.
      • October 2024
      • Case

      Edizione

      By: Cynthia A. Montgomery, Dante Roscini, Elena Corsi and Hugo Etchegoyhen
      This case study examines the diversification and transformation of Edizione, the Benetton family's holding company originally established to reinvest dividends from the Benetton clothing brand. Edizione expanded significantly in the late 1990s and early 2000s,... View Details
      Keywords: Leadership Style; Leading Change; Leadership Development; Family Business; Family Ownership; Communication Strategy; Crisis Management; Management Style; Change Management; Asset Management; Management Succession; Private Equity; Corporate Governance; Organizational Culture; Reputation; Public Opinion; Mergers and Acquisitions; Diversification; Expansion; Air Transportation Industry; Fashion Industry; Transportation Industry; Travel Industry; Italy; Europe
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      Montgomery, Cynthia A., Dante Roscini, Elena Corsi, and Hugo Etchegoyhen. "Edizione." Harvard Business School Case 725-395, October 2024.
      • October 2024
      • Case

      GLIN Impact Capital

      By: Ethan Rouen and Akiko Saito
      In 2024, the co-founders of the venture capital fund GLIN Impact Capital face a critical inflection point as they consider launching a second, significantly larger impact investment fund in Japan. Founded in 2021 by the three Harvard Business School alumni, GLIN is one... View Details
      Keywords: Venture Capital; Investment Funds; Growth and Development Strategy; Corporate Social Responsibility and Impact; Power and Influence; Japan
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      Rouen, Ethan, and Akiko Saito. "GLIN Impact Capital." Harvard Business School Case 125-053, October 2024.
      • October 2024
      • Case

      Sacoor Brothers: From Co-Family CEOs to No Family CEOs?

      By: Lauren Cohen, David Ager and Alpana Thapar
      Sacoor Brothers, a luxury clothing retail company, was founded in 1989 in Lisbon, Portugal, by four brothers—Malik, Salim, Rahimo, and Moez. After establishing a strong presence in Portugal, the brothers were drawn to the rapidly growing retail markets in the Middle... View Details
      Keywords: Growth; Geographic Mobility; Family Office; Professionalization; Institutional Development; Second-generation; Third-generation; Family Business; Private Equity; Investment; Governance; Transition; Business Model; Growth and Development Strategy; Management Succession; Market Entry and Exit; Family and Family Relationships; Expansion; Retail Industry; Fashion Industry; Middle East; United Arab Emirates; Saudi Arabia; Portugal; Jordan; Dubai
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      Cohen, Lauren, David Ager, and Alpana Thapar. "Sacoor Brothers: From Co-Family CEOs to No Family CEOs?" Harvard Business School Case 225-008, October 2024.
      • October 2024
      • Background Note

      The Semiconductor Industry

      By: Andy Wu, Steve Blank and Matt Higgins
      The semiconductor industry powers modern technology, from consumer electronics to data centers. This background note explores the layers of the semiconductor inudstry value chain, including Integrated Device Manufacturers (IDMs), fabless companies, and foundries, while... View Details
      Keywords: Strategy; Supply Chain; Product Design; Customer Value and Value Chain; Manufacturing Industry; Technology Industry; Semiconductor Industry; United States; China; Taiwan
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      Wu, Andy, Steve Blank, and Matt Higgins. "The Semiconductor Industry." Harvard Business School Background Note 725-398, October 2024.
      • 2024
      • Working Paper

      Case Studies of the Emulation of Chinese Entrepreneurial Business Models

      By: Josh Lerner, Junxi Liu, Jacob Moscona and David Yang
      This working paper presents four short case studies of emerging market businesses whose founders emulated Chinese firms. These examples are part of a more systematic pattern, documented extensively in Lerner et al. (2024), in which businesses developed in China were... View Details
      Keywords: Emerging Markets; Business Ventures
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      Lerner, Josh, Junxi Liu, Jacob Moscona, and David Yang. "Case Studies of the Emulation of Chinese Entrepreneurial Business Models." Harvard Business School Working Paper, No. 25-017, September 2024.
      • October 2024
      • Case

      Allurion: Competing in the Age of GLP-1

      By: Satish Tadikonda, Rajiv Lal, David Lane and Sarah Sasso
      Shantanu Gaur had built Allurion into a formidable business internationally, providing obesity patients with a less invasive option long before GLP-1 drugs became the latest craze. Selling Allurion's medical device across 60+ countries, he awaited FDA approval to bring... View Details
      Keywords: Corporate Entrepreneurship; Health Care and Treatment; Global Strategy; Competitive Strategy; Market Entry and Exit; Medical Devices and Supplies Industry; Medical Devices and Supplies Industry; United States; United Kingdom; France; India; Brazil; Middle East
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      Tadikonda, Satish, Rajiv Lal, David Lane, and Sarah Sasso. "Allurion: Competing in the Age of GLP-1." Harvard Business School Case 525-011, October 2024.
      • October 2024 (Revised January 2025)
      • Case

      Citizens of the World: The International Legacy of Gloria von Thurn und Taxis

      By: Lauren Cohen, Maximilian Form and Sophia Pan
      When her husband passed away and inheritance taxes struck, Princess Gloria von Thurn und Taxis took decisive action to preserve her family’s fortune and legacy. The Thurn und Taxis family, one of Europe’s oldest aristocratic dynasties, had built their wealth through... View Details
      Keywords: Family Office; Real Estate; Legacy; International Business; Family Business; Economy; Macroeconomics; Financial Crisis; Financial Liquidity; Investment; Global Strategy; Reputation; Diversification; Wealth; Taxation; Germany
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      Cohen, Lauren, Maximilian Form, and Sophia Pan. "Citizens of the World: The International Legacy of Gloria von Thurn und Taxis." Harvard Business School Case 225-038, October 2024. (Revised January 2025.)
      • October 2024
      • Case

      EU's Digital Services Act and Digital Markets Act

      By: David B. Yoffie and Sarah von Bargen
      Since the early 2020s, the EU began passing regulations on digital platforms and their marketplaces. One of the first was the Digital Services Act package, consisting of the Digital Services Act (DSA) and the Digital Markets Act (DMA). These regulations were focused on... View Details
      Keywords: Digital Platforms; E-commerce; Governing Rules, Regulations, and Reforms; Cybersecurity; European Union
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      Yoffie, David B., and Sarah von Bargen. "EU's Digital Services Act and Digital Markets Act." Harvard Business School Case 725-372, October 2024.
      • October 2024
      • Case

      Ranger Energy Services: Bridging Public & Private Markets

      By: Joseph Pacelli, Ravi Ramniklal Gondalia and James Weber
      In August of 2017, CSL Capital, a private equity fund founded and operated by Charlie Leykum (HBS ’04), was deciding to take one of its portfolio companies, Ranger Energy Services, public. Founded in 2014, Ranger Energy was an oilfield service company providing... View Details
      Keywords: Entrepreneurship; Initial Public Offering; Financial Strategy; Valuation; Private Equity; Business Strategy; Investment Portfolio; Investment Return; Financial Services Industry; Energy Industry; United States
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      Pacelli, Joseph, Ravi Ramniklal Gondalia, and James Weber. "Ranger Energy Services: Bridging Public & Private Markets." Harvard Business School Case 125-023, October 2024.
      • October 2024 (Revised February 2025)
      • Case

      AI and Brand Management: Promises and Perils

      By: Julian De Freitas and Elie Ofek
      As AI gains traction across industries, companies anticipate that AI will revolutionize both backend processes and customer-facing interactions—with brands eager to leverage AI for tailored marketing materials and automated consumer engagements. Yet, despite a dramatic... View Details
      Keywords: AI and Machine Learning; Brands and Branding; Reputation; Technology Adoption; Competitive Advantage
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      De Freitas, Julian, and Elie Ofek. "AI and Brand Management: Promises and Perils." Harvard Business School Case 525-021, October 2024. (Revised February 2025.)
      • 2025
      • Working Paper

      Lessons from an App Update at Replika AI: Identity Discontinuity in Human-AI Relationships

      By: Julian De Freitas, Noah Castelo, Ahmet Kaan Uğuralp and Zeliha Oğuz-Uğuralp
      As consumers increasingly interact with AI applications specialized for social relationships, what is the nature and depth of these relationships among actual users, and can company actions influence these dynamics? We find that active users of the US-based AI... View Details
      Keywords: AI and Machine Learning; Welfare; Loss; Well-being; Identity; Perception; Relationships
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      De Freitas, Julian, Noah Castelo, Ahmet Kaan Uğuralp, and Zeliha Oğuz-Uğuralp. "Lessons from an App Update at Replika AI: Identity Discontinuity in Human-AI Relationships." Harvard Business School Working Paper, No. 25-018, October 2024. (Revised May 2025.)
      • October 2024
      • Article

      Medicare Part D Protected-Class Policy Is Associated with Lower Drug Rebates

      By: Pragya Kakani, Michael Anne Kyle, Amitabh Chandra and Luca Maini
      Medicare Part D does not allow plans to exclude drugs in six protected classes from their formularies, which may limit plans’ ability to negotiate rebates and lead to higher spending. We estimated the association between protected-class status, US-level estimated... View Details
      Keywords: Insurance; Health Care and Treatment; Governing Rules, Regulations, and Reforms; United States
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      Kakani, Pragya, Michael Anne Kyle, Amitabh Chandra, and Luca Maini. "Medicare Part D Protected-Class Policy Is Associated with Lower Drug Rebates." Health Affairs 43, no. 10 (October 2024): 1420–1427.
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