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      • August 2025
      • Case

      Emory Healthcare on the Front Lines of the Nursing Workforce Crisis (B)

      By: Susanna Gallani, Karen L. Sedatole, Sarah Mehta and Nicole Zelazko
      This supplement to the Emory Healthcare (A) case details organizational developments from July 2023 through October 2024. It explores leadership transitions, expanded recruitment efforts, compensation strategy shifts, and technology investments aimed at addressing... View Details
      Keywords: Health Care and Treatment; Human Resources; Compensation and Benefits; Organizational Culture; Technology Adoption; Retention; Working Conditions; Health Industry; United States
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      Gallani, Susanna, Karen L. Sedatole, Sarah Mehta, and Nicole Zelazko. "Emory Healthcare on the Front Lines of the Nursing Workforce Crisis (B)." Harvard Business School Case 126-012, August 2025.
      • August 5, 2025
      • Article

      Data-driven Equation Discovery Reveals Nonlinear Reinforcement Learning in Humans

      By: Kyle J. LaFollette, Janni Yuval, Roey Schurr, David Melnikoff and Amit Goldenberg
      Computational models of reinforcement learning (RL) have significantly contributed to our understanding of human behavior and decision-making. Traditional RL models, however, often adopt a linear approach to updating reward expectations, potentially oversimplifying the... View Details
      Keywords: AI and Machine Learning; Behavior; Learning; Motivation and Incentives; Mathematical Methods
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      LaFollette, Kyle J., Janni Yuval, Roey Schurr, David Melnikoff, and Amit Goldenberg. "Data-driven Equation Discovery Reveals Nonlinear Reinforcement Learning in Humans." Proceedings of the National Academy of Sciences 122, no. 31 (August 5, 2025).
      • 2025
      • Article

      Difference-in-Differences Subset Scan

      By: Will Stamey, Sriram Somanchi and Edward McFowland III
      Difference-in-differences (DiD) has been extensively applied in the literature to elicit the average causal effect of an intervention or policy. Though researchers explore heterogeneity in the treatment effect with respect to time or some observed covariate (usually... View Details
      Keywords: Research; Analytics and Data Science
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      Stamey, Will, Sriram Somanchi, and Edward McFowland III. "Difference-in-Differences Subset Scan." Proceedings of the ACM SIGKDD Conference on Knowledge Discovery and Data Mining 31st (2025): 2656–2667.
      • July 2025
      • Technical Note

      Note for the Rising Generation of Family Enterprises

      By: Christina R. Wing and Kara A. Perusse
      This note explores how Rising Gens prepare for stewardship: what they must learn, how they can grow, and what tools can support their development. Drawing from diverse family enterprise contexts, it maps the stages of Rising Gen engagement and highlights what enables... View Details
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      Wing, Christina R., and Kara A. Perusse. "Note for the Rising Generation of Family Enterprises." Harvard Business School Technical Note 626-008, July 2025.
      • July 2025
      • Teaching Note

      Greenwood Online: A Fin-Tech Service for Culture and Community

      By: James Riley and Bernal Cortés
      In 2020, Ryan Glover and Paul Judge launched Greenwood, a fintech startup designed to counter systemic racial discrimination in the American banking ecosystem by offering accessible financial services tailored to Black and Brown communities, but available to all.... View Details
      Keywords: Purpose; Identity; Cultural Branding; Impression Management; Organization Behavior; Strategic Alignment; Start-up; Mission and Purpose; Decision Making; Decisions; Marketing Strategy; Organizational Structure; Banking Industry; United States
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      Riley, James, and Bernal Cortés. "Greenwood Online: A Fin-Tech Service for Culture and Community." Harvard Business School Teaching Note 426-019, July 2025.
      • July 2025
      • Case

      Greenwood Online: A Fin-Tech Service for Culture and Community (A)

      By: James Riley and Bernal Cortés
      In 2020, Ryan Glover and Paul Judge launched Greenwood, a fintech startup designed to counter systemic racial discrimination in the American banking ecosystem by offering accessible financial services tailored to Black and Brown communities, but available to all.... View Details
      Keywords: Purpose; Identity; Cultural Branding; Impression Management; Organization Behavior; Strategic Alignment; Start-up; Mission and Purpose; Decisions; Marketing Strategy; Organizational Structure; Banking Industry; United States
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      Riley, James, and Bernal Cortés. "Greenwood Online: A Fin-Tech Service for Culture and Community (A)." Harvard Business School Case 426-017, July 2025.
      • July 2025 (Revised July 2025)
      • Case

      Elon Musk, 2025: The Master of Big Bets?

      By: David B. Yoffie
      This case explores Elon Musk’s influence across business and politics in 2025, as he navigates the challenges of simultaneously leading multiple companies, such as Tesla, SpaceX, and xAI, while briefly serving in the U.S. government. It examines Musk’s high-stakes bets... View Details
      Keywords: Strategy; Strategy And Leadership; Technological Innovation; Politics; Auto Industry
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      Yoffie, David B. "Elon Musk, 2025: The Master of Big Bets?" Harvard Business School Case 726-357, July 2025. (Revised July 2025.)
      • July 2025
      • Case

      Toilets for the Underserved: The SURT Commercialization Challenge

      By: Maria P. Roche, Anne Marie Knott and Alexander Oettl
      In 2021, a breakthrough in sanitation technology developed under the Gates Foundation’s “Reinvent the Toilet” initiative stood ready for commercialization. The Single User Reinvented Toilet (SURT), engineered by Dr. Shannon Yee, offered an off-grid, self-contained... View Details
      Keywords: Technological Innovation; Commercialization; Social Issues; Social Enterprise; Public Sector; Private Sector; Market Entry and Exit; Strategic Planning; Engineering; Infrastructure; Innovation Strategy; Utilities Industry; Consumer Products Industry; United States; South Africa; India; France
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      Roche, Maria P., Anne Marie Knott, and Alexander Oettl. "Toilets for the Underserved: The SURT Commercialization Challenge." Harvard Business School Case 726-369, July 2025.
      • July 2025
      • Case

      SecureID: Digital Disruptions of Smartcards in Africa

      By: Ramon Casadesus-Masanell, Raffaella Sadun, Pippa Tubman Amerding and Namrata Arora
      This case explores the strategic inflection point faced by Kofo Akinkugbe, founder and CEO of SecureID, a smartcard manufacturing company in Nigeria. With the rise of fintech and digital payment solutions threatening the dominance of physical cards, SecureID must... View Details
      Keywords: Financial Institutions; Strategy; Digital Transformation; Business Startups; Emerging Markets; Banking Industry; Africa; Nigeria
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      Casadesus-Masanell, Ramon, Raffaella Sadun, Pippa Tubman Amerding, and Namrata Arora. "SecureID: Digital Disruptions of Smartcards in Africa." Harvard Business School Case 726-400, July 2025.
      • July 2025
      • Teaching Note

      Designed for Purpose: “Never a Failure. Always a Lesson”

      By: James Riley and Andrea Dorbu
      In 2017, Rihanna launched Fenty Beauty under LVMH, disrupting the cosmetics industry with an inclusive 'Beauty for All' strategy that emphasized accessibility across skin tones. The brand’s success was followed by the launch of Savage X Fenty, a lingerie line upholding... View Details
      Keywords: Cultural Entrepreneurship; Brands and Branding; Luxury; Consumer Behavior; Market Entry and Exit; United States
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      Riley, James, and Andrea Dorbu. "Designed for Purpose: “Never a Failure. Always a Lesson”." Harvard Business School Teaching Note 426-009, July 2025.
      • July 2025
      • Case

      Designed for Purpose: “Never a Failure. Always a Lesson”

      By: James Riley and Andrea Dorbu
      In 2017, Rihanna launched Fenty Beauty under LVMH, disrupting the cosmetics industry with an inclusive 'Beauty for All' strategy that emphasized accessibility across skin tones. The brand’s success was followed by the launch of Savage X Fenty, a lingerie line upholding... View Details
      Keywords: Cultural Entrepreneurship; Brands and Branding; Luxury; Consumer Behavior; Market Entry and Exit; United States
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      Riley, James, and Andrea Dorbu. "Designed for Purpose: “Never a Failure. Always a Lesson”." Harvard Business School Case 426-008, July 2025.
      • July 2025
      • Case

      ICARE: Frontline Leadership at Michelin

      By: Hubert Joly and Emilie Billaud
      In 2025, Michelin CEO Florent Menegaux reflected on the company’s transformation since taking the helm in 2019. Amid a volatile global landscape marked by inflation, rising competition, and geopolitical and sustainability pressures, Michelin had achieved strong... View Details
      Keywords: Human Capital; Transformation; Management Practices and Processes; Managerial Roles; Organizational Culture; Leadership; Competency and Skills; Global Strategy; Multinational Firms and Management; Human Resources; Compensation and Benefits; Recruitment; Retention; Employee Relationship Management; Working Conditions; Leading Change; Growth and Development Strategy; Groups and Teams; Motivation and Incentives; Well-being; Auto Industry; Manufacturing Industry; Europe; China; United States
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      Joly, Hubert, and Emilie Billaud. "ICARE: Frontline Leadership at Michelin." Harvard Business School Case 326-024, July 2025.
      • July 2025
      • Case

      The Future in Sight: LumineticsCore and the First Autonomous AI for Diagnostics

      By: Michael Lingzhi Li and Tinglong Dai
      After two decades of research, Dr. Michael Abramoff successfully launched LumineticsCore—the first autonomous AI system authorized by the FDA to diagnose diabetic retinopathy without physician oversight. The case traces his journey across algorithm design, clinical... View Details
      Keywords: Healthcare; AI; Regulation; Medical Technology; Health Care and Treatment; AI and Machine Learning; Medical Specialties; Health Industry; Technology Industry; United States
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      Li, Michael Lingzhi, and Tinglong Dai. "The Future in Sight: LumineticsCore and the First Autonomous AI for Diagnostics." Harvard Business School Case 626-019, July 2025.
      • June 2025
      • Case

      Crossing Borders, Dividing Politics: U.S. Immigration Policy and Political Polarization

      By: Marco Tabellini and Alexis Lefort
      This case explores the history and political dynamics of U.S. immigration policy, focusing on its evolution from the 18th century to 2025. It traces key legislative milestones, such as the 1965 Immigration and Nationality Act, DACA, and the 2025 Laken Riley Act,... View Details
      Keywords: Immigration; National Security; Government Legislation; United States
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      Tabellini, Marco, and Alexis Lefort. "Crossing Borders, Dividing Politics: U.S. Immigration Policy and Political Polarization." Harvard Business School Case 725-012, June 2025.
      • June 2025
      • Simulation

      Teleko: Managing Customer Retention

      By: Eva Ascarza
      Supplement to the A Case, No. 523-005. This interactive tool is designed to enhance engagement with the Managing Customer Retention at Teleko case by allowing the student to explore and analyze key data from the experiment run in July (“July... View Details
      Keywords: Algorithmic Decision Making; Simulation; Marketing Strategy; Customer Focus and Relationships; Analytics and Data Science
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      Ascarza, Eva. "Teleko: Managing Customer Retention." Harvard Business School Simulation 525-705, June 2025.
      • June 2025
      • Case

      The Value of Art on Campus as a Vision for Educating Leaders Who Make a Difference

      By: James Riley, Alexis Lefort and Helen Yap
      This case explores the debate surrounding the installation of a large contemporary sculpture, Inés by Jaume Plensa, at Harvard Business School under the leadership of Dean Nitin Nohria. Set in 2016, the case examines the role of physical campus design and public art in... View Details
      Keywords: Leadership; Mission and Purpose; Organizational Culture; United States
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      Riley, James, Alexis Lefort, and Helen Yap. "The Value of Art on Campus as a Vision for Educating Leaders Who Make a Difference." Harvard Business School Case 425-110, June 2025.
      • June 2025
      • Simulation

      Travelogo: Customer Segmentation

      By: Eva Ascarza and Noah Ahmadi
      This interactive tool is designed to enhance engagement with the Travelogo: Understanding Customer Journeys case by allowing the student to explore the company's data. Through this tool, the student can examine the variables used for segmentation, analyze the resulting... View Details
      Keywords: Algorithmic Decision Making; Simulation; Marketing Strategy; Customer Focus and Relationships; Analytics and Data Science; Segmentation
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      Ascarza, Eva, and Noah Ahmadi. "Travelogo: Customer Segmentation." Harvard Business School Simulation 525-706, June 2025.
      • Summer 2025
      • Article

      Does Marriage Have a Future?

      By: Debora L. Spar and Aryanna Garber
      The article explores how technology is reshaping the institution of marriage, highlighting significant changes in societal norms and personal relationships. It discusses the decline in marriage rates in industrialized nations, particularly Japan and the United States,... View Details
      Keywords: Family and Family Relationships; Technology Adoption; Society; Transformation; Emotions
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      Spar, Debora L., and Aryanna Garber. "Does Marriage Have a Future?" New Atlantis: A Journal of Technology & Society 81 (Summer 2025): 20–33.
      • June 2025
      • Case

      VC Exits in Africa: Knife Capital and Quicket

      By: Paul A. Gompers, Emanuele Colonnelli, Maagatha Kalavadakken and Namrata Arora
      Keet van Zyl and Eben van Heerden, co-founders of Knife Capital, face a critical decision point with their investment in Quicket, a prominent South African ticketing company. As the global ticketing industry recovers, they are exploring strategic exit options to... View Details
      Keywords: Financial Services Industry
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      Gompers, Paul A., Emanuele Colonnelli, Maagatha Kalavadakken, and Namrata Arora. "VC Exits in Africa: Knife Capital and Quicket." Harvard Business School Case 825-191, June 2025.
      • June 2025 (Revised July 2025)
      • Case

      Full-Funnel Advertising on TikTok

      By: Jeremy Yang, Ayelet Israeli and Alexis Lefort
      In 2025 TikTok is working to grow its brand and performance advertising business, along with a new integrated full-funnel solution. As an emerging media platform with unique ad formats and user behavior in a privacy-first environment, TikTok faces both significant... View Details
      Keywords: Social Media; Growth and Development Strategy; Advertising; Brands and Branding; Digital Marketing; Measurement and Metrics
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      Yang, Jeremy, Ayelet Israeli, and Alexis Lefort. "Full-Funnel Advertising on TikTok." Harvard Business School Case 525-065, June 2025. (Revised July 2025.)
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