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      • Summer 2025
      • Article

      Dynamic Competition for Customer Memberships

      By: Cristian Chica, Julian Jimenez-Cardenas and Jorge Tamayo
      A competitive two-period membership (subscription) market is analyzed. Two symmetric firms charge a “membership” fee that allows consumers to buy products or services at a given unit price for both periods. Firms can choose between long- or short-term memberships. When... View Details
      Keywords: Competitive Price Discrimination; Membership; Dynamic Competition; Competition; Price; Consumer Behavior; Business Model
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      Chica, Cristian, Julian Jimenez-Cardenas, and Jorge Tamayo. "Dynamic Competition for Customer Memberships." Journal of Economics & Management Strategy 34, no. 2 (Summer 2025): 525–556.
      • 2025
      • Working Paper

      An Empirical Examination of Business Climate Alliances: Effective and/or Harmful?

      By: Matteo Gasparini and Peter Tufano
      This research studies business alliances that seek to address climate change, offering empirical evidence to address claims advanced by alliance supporters and critics. We study eleven major alliance mostly focused on financial services firms and 424 major... View Details
      Keywords: Alliances; Climate Change; Financial Institutions; Antitrust; Competition
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      Gasparini, Matteo, and Peter Tufano. "An Empirical Examination of Business Climate Alliances: Effective and/or Harmful?" Harvard Business School Working Paper, No. 25-060, May 2025.
      • May 2025
      • Teaching Note

      From oneworld to a New World? LATAM’s High-Stakes Alliance Dilemma

      By: Juan Alcacer and Valentina Tarzijan
      As global alliances evolve and regulatory barriers mount, LATAM Airlines must reassess the strategic logic of partnerships. In 2019, Delta Air Lines proposed a $1.9 billion investment and deeper cooperation via a Joint Business Agreement, prompting LATAM to evaluate... View Details
      Keywords: Latin America; North America
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      Alcacer, Juan, and Valentina Tarzijan. "From oneworld to a New World? LATAM’s High-Stakes Alliance Dilemma." Harvard Business School Teaching Note 725-454, May 2025.
      • May 2025
      • Case

      From oneworld to a New World? LATAM’s High-Stakes Alliance Dilemma

      By: Juan Alcacer and Valentina Tarzijan
      As global alliances evolve and regulatory barriers mount, LATAM Airlines must reassess the strategic logic of partnerships. In 2019, Delta Air Lines proposed a $1.9 billion investment and deeper cooperation via a Joint Business Agreement, prompting LATAM to evaluate... View Details
      Keywords: Aviation; Airlines; Transportation; Latin America; North America
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      Alcacer, Juan, and Valentina Tarzijan. "From oneworld to a New World? LATAM’s High-Stakes Alliance Dilemma." Harvard Business School Case 725-453, May 2025.
      • May 2024
      • Case

      LinkedIn Corporation, 2024

      By: David B. Yoffie, George Gonzalez and Emily Grandjean
      By 2024, the LinkedIn profile was well established as the professional identity of record on the Internet. Following a multi-year effort to expand the platform’s user base, as well as a period of rapid growth during the COVID-19 pandemic, LinkedIn’s membership had... View Details
      Keywords: Platform; Business Strategy; Competitive Strategy; Goals and Objectives; Social Media; Network Effects; Growth and Development Strategy; Performance Evaluation; Technology Industry; Employment Industry; Sunnyvale
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      Yoffie, David B., George Gonzalez, and Emily Grandjean. "LinkedIn Corporation, 2024." Harvard Business School Case 724-484, May 2024.
      • May 2024
      • Case

      Net Protections (A)

      By: Ramon Casadesus-Masanell, Nobuo Sato and Akiko Kanno
      In Case A, set in early 2017, Net Protections (NP) is the largest Buy Now, Pay Later (BNPL) fintech service in Japan and is experiencing a slowdown in growth of its core product, NP Atobarai. Launched in 2002 as non-membership service, the NP Atobarai product has given... View Details
      Keywords: Product Positioning; Demand and Consumers; E-commerce; Customers; Business Model; Financial Services Industry; Japan
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      Casadesus-Masanell, Ramon, Nobuo Sato, and Akiko Kanno. "Net Protections (A)." Harvard Business School Case 724-395, May 2024.
      • March 2024 (Revised April 2024)
      • Case

      Angel City Football Club: Scoring a New Model

      By: Jeffrey F. Rayport, Jennifer Fonstad and Nicole Tempest Keller
      In January 2024, Kara Nortman, Julie Uhrman, and Natalie Portman, the founders of Angel City Football Club (ACFC) were developing the club’s first three-year strategic plan. Founded in 2020, ACFC had a star-studded investor group, including Portman and celebrities such... View Details
      Keywords: Sports; Entertainment; Entrepreneurship; Brands and Branding; Venture Capital; Business Model; Corporate Strategy; Digital Marketing; Sports Industry; Entertainment and Recreation Industry; United States; California; Los Angeles
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      Rayport, Jeffrey F., Jennifer Fonstad, and Nicole Tempest Keller. "Angel City Football Club: Scoring a New Model." Harvard Business School Case 824-192, March 2024. (Revised April 2024.)
      • March 2024
      • Article

      Human Capital Affects Religious Identity: Causal Evidence from Kenya

      By: Livia Alfonsi, Michal Bauer, Julie Chytilová and Edward Miguel
      We study how human capital and economic conditions causally affect the choice of religious denomination. We utilize a longitudinal dataset monitoring the religious history of more than 5,000 Kenyans over 20 years, in tandem with a randomized experiment (deworming) that... View Details
      Keywords: Religion; Human Capital; Developing Countries and Economies; Welfare; Kenya
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      Alfonsi, Livia, Michal Bauer, Julie Chytilová, and Edward Miguel. "Human Capital Affects Religious Identity: Causal Evidence from Kenya." Art. 103215. Journal of Development Economics 167 (March 2024).
      • 2023
      • Working Paper

      Black-box Training Data Identification in GANs via Detector Networks

      By: Lukman Olagoke, Salil Vadhan and Seth Neel
      Since their inception Generative Adversarial Networks (GANs) have been popular generative models across images, audio, video, and tabular data. In this paper we study whether given access to a trained GAN, as well as fresh samples from the underlying distribution, if... View Details
      Keywords: Cybersecurity; Copyright; AI and Machine Learning; Analytics and Data Science
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      Olagoke, Lukman, Salil Vadhan, and Seth Neel. "Black-box Training Data Identification in GANs via Detector Networks." Working Paper, October 2023.
      • 2023
      • Working Paper

      Words Can Hurt: How Political Communication Can Change the Pace of an Epidemic

      By: Jessica Gagete-Miranda, Lucas Argentieri Mariani and Paula Rettl
      While elite-cue effects on public opinion are well-documented, questions remain as to when and why voters use elite cues to inform their opinions and behaviors. Using experimental and observational data from Brazil during the COVID-19 pandemic, we study how leader... View Details
      Keywords: Elites; Public Engagement; Politics; Political Affiliation; Political Campaigns; Political Influence; Political Leadership; Political Economy; Survey Research; COVID-19; COVID-19 Pandemic; COVID; Cognitive Psychology; Cognitive Biases; Political Elections; Voting; Power and Influence; Identity; Behavior; Latin America; Brazil
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      Gagete-Miranda, Jessica, Lucas Argentieri Mariani, and Paula Rettl. "Words Can Hurt: How Political Communication Can Change the Pace of an Epidemic." Harvard Business School Working Paper, No. 24-022, October 2023.
      • April 2023
      • Article

      On the Privacy Risks of Algorithmic Recourse

      By: Martin Pawelczyk, Himabindu Lakkaraju and Seth Neel
      As predictive models are increasingly being employed to make consequential decisions, there is a growing emphasis on developing techniques that can provide algorithmic recourse to affected individuals. While such recourses can be immensely beneficial to affected... View Details
      Keywords: Recourse; Privacy Threats; AI and Machine Learning; Information
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      Pawelczyk, Martin, Himabindu Lakkaraju, and Seth Neel. "On the Privacy Risks of Algorithmic Recourse." Proceedings of the International Conference on Artificial Intelligence and Statistics (AISTATS) 206 (April 2023).
      • February 2023 (Revised October 2023)
      • Case

      Amazon and the Future of Organized Labor

      By: Reshmaan Hussam, Trevor Fetter and Grace Liu
      From their peak in the 1950s, private-sector labor unions in the United States declined rapidly in membership and influence, decade after decade. But growing inequality—especially visible during the COVID-19 pandemic—sparked new interest in labor and organizing.... View Details
      Keywords: Working Conditions; Labor Unions
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      Hussam, Reshmaan, Trevor Fetter, and Grace Liu. "Amazon and the Future of Organized Labor." Harvard Business School Case 723-030, February 2023. (Revised October 2023.)
      • 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.)
      • January 2022
      • Case

      Walmart USA—Searching for Growth

      By: Felix Oberholzer-Gee and Maria P. Roche
      In 2022, Doug McMillon, president and CEO of Walmart, and his team looked back at a difficult but ultimately successful past year. The global pandemic had posed enormous challenges, but the company had weathered the storm successfully, raising same-store sales growth,... View Details
      Keywords: Health Pandemics; Growth and Development Strategy; Sales; Business Strategy; Business and Shareholder Relations; Retail Industry
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      Oberholzer-Gee, Felix, and Maria P. Roche. "Walmart USA—Searching for Growth." Harvard Business School Case 722-395, January 2022.
      • 2021
      • Working Paper

      Multiple Team Membership, Turnover, and On-Time Delivery: Evidence from Construction Services

      By: Hise O. Gibson, Bradely R. Staats and Ananth Raman
      Firms who want to compete in dynamic markets are finding that they must build more agile operations to ensure success. One way for a firm to increase organizational agility is to allocate employees to multiple project teams, simultaneously—a practice known as multiple... View Details
      Keywords: Multiple Team Membership; Turnover; Fluid Teams; Project Management; Groups and Teams; Projects; Management; Performance
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      Gibson, Hise O., Bradely R. Staats, and Ananth Raman. "Multiple Team Membership, Turnover, and On-Time Delivery: Evidence from Construction Services." Harvard Business School Working Paper, No. 22-004, July 2021.
      • May 2021 (Revised August 2021)
      • Case

      Melissa Wood Health: How to Win in the Creator Economy

      By: Eva Ascarza
      In October 2020, Melissa Wood-Tepperberg, founder of the digital subscription wellness platform Melissa Wood Health (MWH) and creator of ‘The MWH Method,’ was evaluating the strategic directions of her company. What had started as a way to share workouts and wellness... View Details
      Keywords: Lifestyle Brand; Brands and Branding; Strategy; Partners and Partnerships; Negotiation
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      Ascarza, Eva. "Melissa Wood Health: How to Win in the Creator Economy." Harvard Business School Case 521-086, May 2021. (Revised August 2021.)
      • January 2021 (Revised March 2021)
      • Supplement

      Juno (C): Leveraging Student Power

      By: Joshua Schwartzstein, Kathleen L. McGinn and Amy Klopfenstein
      In May 2020, Juno co-founders Chris Abkarians and Nikhil Agarwal decided to hold the annual auction for their student loan assistance startup. Five lenders submitted bids, and the co-founders ultimately opted to select Eager Bank as their partner for the 2020-2021... View Details
      Keywords: Decision Making; Decision Choices and Conditions; Decisions; Cost vs Benefits; Judgments; Education; Higher Education; Finance; Borrowing and Debt; Strategy; Adaptation; Alignment; Negotiation; Agreements and Arrangements; Negotiation Deal; Negotiation Offer; Negotiation Participants; Negotiation Process; Negotiation Tactics; Negotiation Types; Financial Services Industry; Education Industry; North and Central America; United States; Massachusetts; Boston
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      Schwartzstein, Joshua, Kathleen L. McGinn, and Amy Klopfenstein. "Juno (C): Leveraging Student Power." Harvard Business School Supplement 921-034, January 2021. (Revised March 2021.)
      • December 2018 (Revised March 2020)
      • Technical Note

      Note on Economic Inequality (2020)

      By: Rebecca Henderson, Jessica A. Gover, Aldo Sesia and Mariana Oseguera Rodriguez
      For over half a century, most of the world's economies have enjoyed steady growth and prosperity. While this economic growth has reduced the number of people living in poverty, it has come with an increase in economic inequality. The gap between the "haves" and the... View Details
      Keywords: Economic Inequalty; Wealth Inequality; Equality Of Opportunity; Political Polarization; Economic Growth; Economics; Income; Wealth; Equality and Inequality; Society; Problems and Challenges
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      Henderson, Rebecca, Jessica A. Gover, Aldo Sesia, and Mariana Oseguera Rodriguez. "Note on Economic Inequality (2020)." Harvard Business School Technical Note 319-071, December 2018. (Revised March 2020.)
      • 2018
      • Working Paper

      Towards a New Approach for Upgrading Europe's Competitiveness

      By: Christian Ketels and Michael E. Porter
      The traumatic experience of the European sovereign debt crisis, followed by the outcome of the British referendum on leaving the European Union, has sent shockwaves through Europe. For the first time since the signing of the Treaties of Rome six decades ago, the very... View Details
      Keywords: Competitiveness; Economy; Policy; Problems and Challenges; Europe; European Union
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      Ketels, Christian, and Michael E. Porter. "Towards a New Approach for Upgrading Europe's Competitiveness." Harvard Business School Working Paper, No. 19-033, September 2018.
      • June 2018 (Revised January 2018)
      • Supplement

      Membership Rewards® from American Express

      By: Shelle Santana, Frances X. Frei and Lauren G. Pickle
      This spreadsheet is intended as a supplement for the case study "Membership Rewards® from American Express." View Details
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      Santana, Shelle, Frances X. Frei, and Lauren G. Pickle. "Membership Rewards® from American Express." Harvard Business School Spreadsheet Supplement 518-703, June 2018. (Revised January 2018.)
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