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      • September 2022 (Revised June 2025)
      • Case

      York Capital CLOs and WorldStrides International

      By: Victoria Ivashina and William Vrattos
      The case follows the debt restructuring of WorldStrides International, a travel program provider in the education market, after the onset of COVID-19. The pandemic severely impacted the travel industry, creating challenges for many companies like WorldStrides, which... View Details
      Keywords: COVID-19 Pandemic; Debt Restructuring; CLO; Compliance; Debt Securities; Financing and Loans; Decision Making; Travel Industry; Education Industry
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      Ivashina, Victoria, and William Vrattos. "York Capital CLOs and WorldStrides International." Harvard Business School Case 223-034, September 2022. (Revised June 2025.)
      • September 2022 (Revised November 2023)
      • Case

      Wordle

      By: Karen G. Mills, Christina Wallace, Ebehi Iyoha, Gabriella Elanbeck and Morgane Herculano
      After sourdough bread, countertop chive gardens, and vaccine selfies came a pandemic-era trend that everyone seemed to be in on: one daily chance to guess a five-letter word and crow about your success on social media via little green and yellow squares. From a... View Details
      Keywords: Games; Innovation; General Management; Mergers and Acquisitions; Trends; Entrepreneurship; Bids and Bidding; Consumer Behavior; Entertainment and Recreation Industry; Technology Industry
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      Mills, Karen G., Christina Wallace, Ebehi Iyoha, Gabriella Elanbeck, and Morgane Herculano. "Wordle." Harvard Business School Case 323-032, September 2022. (Revised November 2023.)
      • September 6, 2022
      • Article

      Creating a Platform for Costless Personalization in Clothing

      By: Shane Greenstein
      This study analyzes the role of co-invention in the creation of a platform for print-on-demand-clothing, or PODC. Co-invention is the invention of a new business process to complement new technology, and turn it into a valuable commercial service. PODC copies a design... View Details
      Keywords: Print-on-demand-clothing; Customization and Personalization; Digital Platforms; Apparel and Accessories Industry
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      Greenstein, Shane. "Creating a Platform for Costless Personalization in Clothing." Frontiers in Research Metrics and Analytics (September 6, 2022).
      • September 2022
      • Article

      Experimentation and Start-up Performance: Evidence from A/B Testing

      By: Rembrand Koning, Sharique Hasan and Aaron Chatterji
      Recent scholarship has argued that experimentation should be the organizing principle for entrepreneurial strategy. Experimentation leads to organizational learning, which drives improvements in firm performance. We investigate this proposition by exploiting the... View Details
      Keywords: Experimentation; A/B Testing; Data-driven Decision-making; Organizational Learning; Entrepreneurship; Strategy; Business Startups; Learning; Performance; Decision Making
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      Koning, Rembrand, Sharique Hasan, and Aaron Chatterji. "Experimentation and Start-up Performance: Evidence from A/B Testing." Management Science 68, no. 9 (September 2022): 6434–6453.
      • 2022
      • Working Paper

      Input-Price Responses to Horizontal Mergers and the Bargaining-Leverage Defense

      By: Rebekah Dix and Todd A. Lensman
      In several recent antitrust cases, defendants have argued that a horizontal merger would allow them to negotiate reduced input prices with suppliers and pass on the resulting savings to consumers. This input price effect is often supported by models in which... View Details
      Keywords: Lawsuits and Litigation; Mergers and Acquisitions; Price; Policy; Supply and Industry
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      Dix, Rebekah, and Todd A. Lensman. "Input-Price Responses to Horizontal Mergers and the Bargaining-Leverage Defense." Working Paper, September 2022.
      • August 29, 2022
      • Other Article

      Income Inequality Is Rising. Are We Even Measuring It Correctly?

      By: Jon M. Jachimowicz, K. Blesch and Oliver P. Hauser
      Income inequality is on the rise in many countries around the world, according to the United Nations. What’s more, disparities in global income were exacerbated by the COVID-19 pandemic, with some countries facing greater economic losses than others. Policymakers... View Details
      Keywords: Income Inequality; Gini Coefficient; COVID-19 Pandemic; Government Administration; Equality and Inequality; Health Pandemics; Measurement and Metrics
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      Jachimowicz, Jon M., K. Blesch, and Oliver P. Hauser. "Income Inequality Is Rising. Are We Even Measuring It Correctly?" Harvard Business School Working Knowledge (August 29, 2022).
      • August 25, 2022
      • Article

      Find the Right Pace for Your AI Rollout

      By: Rebecca Karp and Aticus Peterson
      Implementing AI can introduce disruptive change and disfranchise staff and employees. When members are reluctant to adopt a new technology, they might hesitate to use it, push back against its deployment, or use it in limited capacity — which affects the benefits an... View Details
      Keywords: AI and Machine Learning; Technology Adoption; Change Management
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      Karp, Rebecca, and Aticus Peterson. "Find the Right Pace for Your AI Rollout." Harvard Business Review Digital Articles (August 25, 2022).
      • August 2022 (Revised February 2023)
      • Case

      NewLab: Scaling an Innovation Engine

      By: Tarun Khanna and George Gonzalez
      Silicon Valley-veteran Shaun Stewart is the CEO of NewLab, a dynamic technology hub headquartered in the storied Brooklyn Navy Yard. Founded in 2016, NewLab fostered a community of entrepreneurs, corporate and government partners, and investors, all seeking to apply... View Details
      Keywords: Entrepreneurship; Social and Collaborative Networks; Global Range; Partners and Partnerships; Networks; Growth and Development Strategy; Opportunities; Brooklyn
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      Khanna, Tarun, and George Gonzalez. "NewLab: Scaling an Innovation Engine." Harvard Business School Case 723-364, August 2022. (Revised February 2023.)
      • August 3, 2022
      • Article

      How Will Amazon Approach U.S. Primary Care?

      By: Robert S. Huckman and Bradley Staats
      Amazon has a playbook for reinventing businesses that it enters. It includes simplifying processes, experimenting to determine which new approaches work best, and continuously recombining its existing assets to come up with a better way to do things. It is likely to... View Details
      Keywords: Amazon; Health Care; Technology; Primary Care; Health Care and Treatment; Information Infrastructure; Health Industry; Technology Industry; United States
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      Huckman, Robert S., and Bradley Staats. "How Will Amazon Approach U.S. Primary Care?" Harvard Business Review (website) (August 3, 2022).
      • August 2022
      • Article

      Availability of New Medicines in the U.S. and Germany From 2004 to 2018

      By: Katharina Blankart, Huseyin Naci and Amitabh Chandra
      Importance: Germany's unique approach to coverage determination and pricing has ensured that effective medicines remain on the market, often at prices reduced through negotiation. However, less is known about trade-offs of this approach with regard to initial... View Details
      Keywords: Market Entry and Exit; Price; Market Timing; Governing Rules, Regulations, and Reforms; Pharmaceutical Industry; United States; Germany
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      Blankart, Katharina, Huseyin Naci, and Amitabh Chandra. "Availability of New Medicines in the U.S. and Germany From 2004 to 2018." e2229231. JAMA Network Open 5, no. 8 (August 2022).
      • 2024
      • Working Paper

      Automating Short-Term Payroll Savings: Evidence from Two Large U.K. Experiments

      By: Sarah Holmes Berk, James J. Choi, Jay Garg, John Beshears and David Laibson
      Automatic enrollment is often used to increase retirement savings. What are the effects of using it (or, alternatively, requiring an active enrollment choice) to increase short-term savings? We evaluate two experiments in the U.K. at employers that enable workers to... View Details
      Keywords: Retirement Savings; Participation; Automatic Enrollment; Retirement; Human Resources
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      Berk, Sarah Holmes, James J. Choi, Jay Garg, John Beshears, and David Laibson. "Automating Short-Term Payroll Savings: Evidence from Two Large U.K. Experiments." NBER Working Paper Series, No. 32581, June 2024.
      • July 2022
      • Supplement

      Netflix: A Creative Approach to Culture and Agility (B)

      By: Ranjay Gulati and Matt Higgins
      This (B) case, set in summer 2022, was designed as a companion to "Netflix: A Creative Approach to Culture and Agility," a case set in 2018. The purpose of this brief document is to unlock a discussion around how the Netflix culture can be used to weather new... View Details
      Keywords: Netflix; Corporate Culture; Streaming; Media; Technology; Corporate Entrepreneurship; Innovation Leadership; Innovation Strategy; Leadership Style; Organizational Culture; Organizational Change and Adaptation; Entertainment and Recreation Industry; Media and Broadcasting Industry; Motion Pictures and Video Industry; Technology Industry; California
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      Gulati, Ranjay, and Matt Higgins. "Netflix: A Creative Approach to Culture and Agility (B)." Harvard Business School Supplement 423-026, July 2022.
      • 2025
      • Working Paper

      The Political Polarization of Corporate America

      By: Vyacheslav Fos, Elisabeth Kempf and Margarita Tsoutsoura
      U.S. executives are increasingly segregating by political party. We establish this new fact using political affiliations from voter registration records for top executives of S&P 1500 firms between 2008 and 2022. We identify key drivers of this trend, including... View Details
      Keywords: Political Polarization; Partisanship; Executives; Government and Politics; Business and Shareholder Relations; United States
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      Fos, Vyacheslav, Elisabeth Kempf, and Margarita Tsoutsoura. "The Political Polarization of Corporate America." Harvard Business School Working Paper, No. 23-003, July 2022. (Revised March 2025.)
      • July 2022
      • Article

      Estimating Spillovers from Publicly Funded R&D: Evidence from the US Department of Energy

      By: Kyle Myers and Lauren Lanahan
      We quantify the magnitude of R&D spillovers created by grants to small firms from the US Department of Energy. Our empirical strategy leverages variation due to state-specific matching policies, and we develop a new approach to measuring both geographic and... View Details
      Keywords: Innovation; Energy; R&D; Grants; Innovation and Invention; Research and Development; Patents; Performance; United States
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      Myers, Kyle, and Lauren Lanahan. "Estimating Spillovers from Publicly Funded R&D: Evidence from the US Department of Energy." American Economic Review 112, no. 7 (July 2022): 2393–2423.
      • June 2022
      • Article

      The Use and Misuse of Patent Data: Issues for Finance and Beyond

      By: Josh Lerner and Amit Seru
      Patents and citations are powerful tools for understanding innovation increasingly used in financial economics (and management research more broadly). Biases may result, however, from the interactions between the truncation of patents and citations and the changing... View Details
      Keywords: Patents; Analytics and Data Science; Corporate Finance; Research
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      Lerner, Josh, and Amit Seru. "The Use and Misuse of Patent Data: Issues for Finance and Beyond." Review of Financial Studies 35, no. 6 (June 2022): 2667–2704.
      • May 2022
      • Case

      From GOP to NFT: Anthony Scaramucci and the Launch of Flatter NFT

      By: Lauren Cohen, Richard Ryffel and Grace Headinger
      Anthony Scaramucci, Managing Director of SkyBridge Capital, considered whether he should officially greenlight the launch of SkyBridge’s own NFT platform — Flatter NFT. He had led the investment firm to push first into Bitcoin and then Ethereum to make SkyBridge a... View Details
      Keywords: Business Startup; Fintech; Technology; Cryptocurrency; Web3; Business Startups; Volatility; Decision Making; Entertainment; Entrepreneurship; Investment; Strategic Planning; Adoption; Competitive Advantage; Technology Adoption; Finance; Currency; Banking Industry; Financial Services Industry; Technology Industry; New York (city, NY)
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      Cohen, Lauren, Richard Ryffel, and Grace Headinger. "From GOP to NFT: Anthony Scaramucci and the Launch of Flatter NFT." Harvard Business School Case 222-085, May 2022.
      • May 2022 (Revised June 2022)
      • Case

      Proposing to Redesign a Global Investment Bank

      By: David G. Fubini
      A major, NYC-based, global investment bank is looking to rethink its Systems strategy amid a rapidly evolving digital landscape. Your firm has served the client across most of its major geographies on a range of substantial Systems and IT efforts, but is facing... View Details
      Keywords: Consulting; Professional Services; Business and Stakeholder Relations; Digital Strategy; Presentations; Competitive Strategy; Consulting Industry; New York (city, NY)
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      Fubini, David G. "Proposing to Redesign a Global Investment Bank." Harvard Business School Case 422-096, May 2022. (Revised June 2022.)
      • May 2022 (Revised July 2022)
      • Case

      The Voice War Continues: Hey Google vs. Alexa vs. Siri in 2022

      By: David B. Yoffie and Daniel Fisher
      In 2022, after five years of pursuing a new "AI-first" strategy, Google had captured a sizeable share of the American and global markets for voice assistants. Google Assistant was used by hundreds of millions of users around the world, but Amazon retained the largest... View Details
      Keywords: Strategy; Artificial Intelligence; Deep Learning; Voice Assistants; Smart Home; Market Share; Globalized Markets and Industries; Competitive Strategy; Digital Platforms; AI and Machine Learning; Technology Industry; United States
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      Yoffie, David B., and Daniel Fisher. "The Voice War Continues: Hey Google vs. Alexa vs. Siri in 2022." Harvard Business School Case 722-462, May 2022. (Revised July 2022.)
      • Article

      Developing a Digital Mindset: How to Lead Your Organization into the Age of Data, Algorithms, and AI

      By: Tsedal Neeley and Paul Leonardi
      Learning new technological skills is essential for digital transformation. But it is not enough. Employees must be motivated to use their skills to create new opportunities. They need a digital mindset: a set of attitudes and behaviors that enable people and... View Details
      Keywords: Machine Learning; AI; Information Technology; Transformation; Competency and Skills; Employees; Technology Adoption; Leading Change; Digital Transformation
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      Neeley, Tsedal, and Paul Leonardi. "Developing a Digital Mindset: How to Lead Your Organization into the Age of Data, Algorithms, and AI." S22032. Harvard Business Review 100, no. 3 (May–June 2022): 50–55.
      • 2022
      • Working Paper

      Small Campaign Donors

      By: Laurent Bouton, Julia Cagé, Edgard Dewitte and Vincent Pons
      In this paper, we study the characteristics and behavior of small donors, and compare them to those of large donors. We first build a novel dataset including all the 340 million individual contributions reported to the U.S. Federal Election Commission between 2005 and... View Details
      Keywords: Campaign Finance; Campaign Contributions; Small Donations; ActBlue; WinRed; TV Advertising; Political Elections; Finance; Demographics; Advertising; Analysis; Analytics and Data Science
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      Bouton, Laurent, Julia Cagé, Edgard Dewitte, and Vincent Pons. "Small Campaign Donors." NBER Working Paper Series, No. 30050, May 2022.
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