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      • Faculty Publications  (37,504)
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      • January 23, 2025
      • Article

      How to Build a Life: How My Struggle with Wittgenstein Can Make You Happier

      By: Arthur C. Brooks
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      Brooks, Arthur C. "How to Build a Life: How My Struggle with Wittgenstein Can Make You Happier." The Atlantic (January 23, 2025).
      • January 2025
      • Case

      Summer Health: Raising an AI-First Company?

      By: Jeffrey J. Bussgang, Sarah Mehta and Maxim Pike Harrell
      In October 2023, Summer Health CEO Ellen DaSilva arrived at a defining juncture for her pediatric telehealth startup. Founded in 2021, Summer Health offered parents rapid access to licensed pediatricians via text message. DaSilva, an experienced telehealth executive,... View Details
      Keywords: AI and Machine Learning; Technology Adoption; Entrepreneurship; Leadership; Business Startups; Health Care and Treatment; Business Strategy; Health Industry; Telecommunications Industry; United States
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      Bussgang, Jeffrey J., Sarah Mehta, and Maxim Pike Harrell. "Summer Health: Raising an AI-First Company?" Harvard Business School Case 825-083, January 2025.
      • January 2025
      • Case

      The Checkout Challenge for Orchardio

      By: Iavor I. Bojinov
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      Bojinov, Iavor I. "The Checkout Challenge for Orchardio." Harvard Business School Case 625-093, January 2025.
      • January 2025
      • Technical Note

      AI vs Human: Analyzing Acceptable Error Rates Using the Confusion Matrix

      By: Tsedal Neeley and Tim Englehart
      This technical note introduces the confusion matrix as a foundational tool in artificial intelligence (AI) and large language models (LLMs) for assessing the performance of classification models, focusing on their reliability for decision-making. A confusion matrix... View Details
      Keywords: Reliability; Confusion Matrix; AI and Machine Learning; Decision Making; Measurement and Metrics; Performance
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      Neeley, Tsedal, and Tim Englehart. "AI vs Human: Analyzing Acceptable Error Rates Using the Confusion Matrix." Harvard Business School Technical Note 425-049, January 2025.
      • January 2025
      • Case

      Davivienda Bank's Upskilling and Reskilling Strategy in Colombia (Abridged)

      By: Jorge Tamayo, Raffaella Sadun and Jenyfeer Martinez Buitrago
      Set in 2022, this abridged case examines the digital transformation strategy of Davivienda—a leading player in Colombia’s commercial banking sector and one of the companies belonging to Grupo Bolívar, a major Colombian conglomerate—and the bank’s upskilling and... View Details
      Keywords: Change Management; Transformation; Decision Choices and Conditions; Digital Strategy; Digital Transformation; Internet and the Web; Mobile and Wireless Technology; Innovation and Management; Innovation Strategy; Growth and Development Strategy; Business Strategy; Corporate Strategy; Talent and Talent Management; Training; Organizational Culture; Banking Industry; Latin America; Central America; South America; Colombia
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      Tamayo, Jorge, Raffaella Sadun, and Jenyfeer Martinez Buitrago. "Davivienda Bank's Upskilling and Reskilling Strategy in Colombia (Abridged)." Harvard Business School Case 725-428, January 2025.
      • January 2025
      • Case

      Intuition Robotics: An AI Companion for Older Adults

      By: Amit Goldenberg, Elie Ofek and Orna Dan
      Intuition Robotics, a startup that makes an AI companion robot to alleviate older adults’ loneliness, debates whether to pursue a B2C model or B2G route. If it opts for the government vertical, it must determine how to negotiate a favorable deal. Two weeks after... View Details
      Keywords: Business Model; Business Startups; AI and Machine Learning; Technology Adoption; Product Launch; Market Entry and Exit; Negotiation Offer; Business and Government Relations; Health Industry; Technology Industry; United States; New York (state, US)
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      Goldenberg, Amit, Elie Ofek, and Orna Dan. "Intuition Robotics: An AI Companion for Older Adults." Harvard Business School Case 925-018, January 2025.
      • January 2025
      • Case

      Moderna: Democratizing Artificial Intelligence

      By: Iavor I. Bojinov, Karim R. Lakhani, Annika Hildebrandt and James Weber
      The case study examines Moderna's journey in democratizing artificial intelligence (AI), particularly generative AI, across its workforce. It details the company's "digital-first, AI-focused" approach, including the rollout of OpenAI's ChatGPT Enterprise to all... View Details
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      Bojinov, Iavor I., Karim R. Lakhani, Annika Hildebrandt, and James Weber. "Moderna: Democratizing Artificial Intelligence." Harvard Business School Case 625-070, January 2025.
      • January 2025
      • Teaching Note

      South Africa: Growth and Inequality

      By: Marco Tabellini, Marlous van Waijenburg and Maisie Wiltshire-Gordon
      Teaching Note for HBS Case No. 724-038. View Details
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      Tabellini, Marco, Marlous van Waijenburg, and Maisie Wiltshire-Gordon. "South Africa: Growth and Inequality." Harvard Business School Teaching Note 725-023, January 2025.
      • January 2025
      • Case

      The Vision of Wonder

      By: Michael S. Kaufman and Daniella Bertolotti
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      Kaufman, Michael S., and Daniella Bertolotti. "The Vision of Wonder." Harvard Business School Case 325-078, January 2025.
      • January 2025
      • Case

      Untapped Global: Financing Africa's Missing Middle

      By: Raymond Kluender and Emanuele Colonnelli
      In November 2024, Jim Chu, founder and CEO of Untapped Global, faced mounting internal tensions over the company’s strategic direction. Untapped had developed a data-driven revenue-based financing (RBF) model to address the “missing middle” problem—the $5.2 trillion... View Details
      Keywords: Social Entrepreneurship; Venture Capital; Working Capital; Private Equity; Financial Strategy; Microfinance; International Finance; Currency Exchange Rate; Profit Sharing; Revenue; Developing Countries and Economies; Economic Growth; Emerging Markets; Mission and Purpose; Small Business; Entrepreneurial Finance; Banking Industry; Financial Services Industry; Information Technology Industry; Technology Industry; Africa; Nigeria; South Africa; Kenya; Uganda; California; San Francisco
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      Kluender, Raymond, and Emanuele Colonnelli. "Untapped Global: Financing Africa's Missing Middle." Harvard Business School Case 825-056, January 2025.
      • January 2025
      • Supplement

      Balancing Impact: Modeling the Future at British International Investment

      By: Shawn Cole and Jonah Zahnd
      Supplement to 225-047, “Balancing Impact: Modeling the Future at British International Investment.” View Details
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      Cole, Shawn, and Jonah Zahnd. "Balancing Impact: Modeling the Future at British International Investment." Harvard Business School Spreadsheet Supplement 225-728, January 2025.
      • January 2025
      • Supplement

      Balancing Impact: Modeling the Future at British International Investment

      By: Shawn Cole and Jonah Zahnd
      Supplement to 225-047, “Balancing Impact: Modeling the Future at British International Investment.” View Details
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      Cole, Shawn, and Jonah Zahnd. "Balancing Impact: Modeling the Future at British International Investment." Harvard Business School PowerPoint Supplement 225-077, January 2025.
      • January 2025
      • Supplement

      Balancing Impact: Modeling the Future at British International Investment

      By: Shawn Cole and Jonah Zahnd
      Supplement to HBS Case No. 225-047, “Balancing Impact: Modeling the Future at British International Investment.” View Details
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      Cole, Shawn, and Jonah Zahnd. "Balancing Impact: Modeling the Future at British International Investment." Harvard Business School Supplement 225-076, January 2025.
      • January 2025
      • Case

      Barilla: Feeding the Future

      By: Sophus A. Reinert, Forest L. Reinhardt, Dante Roscini and Carlota Moniz
      Keywords: Food and Beverage Industry; Consumer Products Industry; Agriculture and Agribusiness Industry; Italy
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      Reinert, Sophus A., Forest L. Reinhardt, Dante Roscini, and Carlota Moniz. "Barilla: Feeding the Future." Harvard Business School Case 725-016, January 2025.
      • January 2025 (Revised February 2025)
      • Teaching Note

      Population Aging in the U.S.: Is America Ready for the 'Silver Tsunami?'

      By: Marco Tabellini
      Teaching Note for HBS Case No. 725-027. View Details
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      Tabellini, Marco. "Population Aging in the U.S.: Is America Ready for the 'Silver Tsunami?'." Harvard Business School Teaching Note 725-028, January 2025. (Revised February 2025.)
      • January 2025
      • Technical Note

      Skills-First Talent Management: Hiring

      By: Boris Groysberg, Tom Quinn, Robin Abrahams and Katherine Connolly Baden
      The first in a series of notes on how organizations manage skills-first talent-management chains, covering recruiting: the process of creating a job description, publicizing the job and attracting applicants, and assessing candidates. Other notes in this series include... View Details
      Keywords: Talent and Talent Management; Recruitment; Selection and Staffing; Jobs and Positions
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      Groysberg, Boris, Tom Quinn, Robin Abrahams, and Katherine Connolly Baden. "Skills-First Talent Management: Hiring." Harvard Business School Technical Note 425-019, January 2025.
      • January 2025 (Revised February 2025)
      • Background Note

      A High-Tech Revolution with Chinese Characteristics: China's Drive Towards EV Supremacy

      By: William C. Kirby, Daniel Fu and Matthew Ngai
      This background note explains and documents the rise of China's EV industry. Moreover, it identifies the challenges facing it and posits several questions about the decisions needed to be made to sustain the industry's global dominance. Would Chinese producers be able... View Details
      Keywords: State Capitalism; Electric Vehicles; Tesla; Renewable Energy; Global Strategy; Taxation; Technological Innovation; Industry Growth; Competition; Auto Industry; China; United States; Japan; European Union
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      Kirby, William C., Daniel Fu, and Matthew Ngai. "A High-Tech Revolution with Chinese Characteristics: China's Drive Towards EV Supremacy." Harvard Business School Background Note 325-073, January 2025. (Revised February 2025.)
      • 2025
      • Working Paper

      Sale of Private-Equity Owned Physician Practices and Physician Turnover

      By: Leemore S. Dafny, Victoria Berquist and Lev Klarnet
      Keywords: Private Equity; Private Equity Exit; Physicians
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      Dafny, Leemore S., Victoria Berquist, and Lev Klarnet. "Sale of Private-Equity Owned Physician Practices and Physician Turnover." Working Paper, January 2025.
      • January 2025
      • Supplement

      Creating Value by Splitting Aster (B): Can One Minus One Equal Two?

      By: V.G. Narayanan and Kairavi Dey
      Keywords: Corporate Governance; Corporate Accountability; Leadership; Change Management; Mergers and Acquisitions; Health Industry; Asia; India; Middle East; United Arab Emirates
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      Narayanan, V.G., and Kairavi Dey. "Creating Value by Splitting Aster (B): Can One Minus One Equal Two?" Harvard Business School Supplement 125-070, January 2025.
      • January 2025 (Revised March 2025)
      • Case

      Creating Value by Splitting Aster: Can One Minus One Equal Two?

      By: V.G. Narayanan and Kairavi Dey
      Aster DM Healthcare (Aster), founded by Dr. Azad Moopen in 1987, is a prominent healthcare conglomerate with operations spanning hospitals, clinics, retail pharmacies, and diagnostic centers across India and the GCC. After its 2018 listing on India’s National Stock... View Details
      Keywords: Corporate Governance; Corporate Accountability; Leadership; Change Management; Mergers and Acquisitions; Restructuring; Negotiation; Valuation; Health Industry; Asia; India; Middle East; United Arab Emirates
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      Narayanan, V.G., and Kairavi Dey. "Creating Value by Splitting Aster: Can One Minus One Equal Two?" Harvard Business School Case 125-069, January 2025. (Revised March 2025.)
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