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      • September–October 2025
      • Article

      How Digital Integration Is Reconfiguring Value Chains

      By: Antonio Moreno
      While companies have been “unbundling” their operations and outsourcing tasks for decades, advances in IT are now helping them take that strategy to a whole new level. These technologies make it possible to digitally integrate workflows across organizations, letting... View Details
      Keywords: Operations; Technology Adoption; Digital Transformation
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      Moreno, Antonio. "How Digital Integration Is Reconfiguring Value Chains." Harvard Business Review 103, no. 5 (September–October 2025).
      • Fall 2025
      • Article

      The Rise of Remote Work: Evidence on Productivity and Preferences from Firm and Worker Surveys

      By: Alexander Bartik, Zoë Cullen, Edward L. Glaeser, Michael Luca and Christopher Stanton
      Drawing on surveys of small business owners and employees, we present three main findings about the evolution of remote work after the onset of COVID-19. First, uptake of remote work was abrupt and widespread in jobs suitable for telework according to the task-based... View Details
      Keywords: COVID-19; Remote Work; Health Pandemics; Jobs and Positions; Demographics; Surveys
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      Bartik, Alexander, Zoë Cullen, Edward L. Glaeser, Michael Luca, and Christopher Stanton. "The Rise of Remote Work: Evidence on Productivity and Preferences from Firm and Worker Surveys." Journal of Economics & Management Strategy 34, no. 3 (Fall 2025): 759–772.
      • September 2025
      • Article

      Using Satellites and Phones to Evaluate and Promote Agricultural Technology Adoption: Evidence from Smallholder Farms in India

      By: Shawn Cole, Tomoko Harigaya, Grady Killeen and Aparna Krishna
      This paper evaluates a low-cost, customized soil nutrient management advisory service in India. As a methodological contribution, we examine whether and in which settings satellite measurements may be effective at estimating both agricultural yields and treatment... View Details
      Keywords: Measurement and Metrics; Mathematical Methods; Analytics and Data Science; Agriculture and Agribusiness Industry; India
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      Cole, Shawn, Tomoko Harigaya, Grady Killeen, and Aparna Krishna. "Using Satellites and Phones to Evaluate and Promote Agricultural Technology Adoption: Evidence from Smallholder Farms in India." Journal of Development Economics 176 (September 2025).
      • 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).
      • August 2025
      • Case

      Meta and the Superintelligence Talent Race

      By: Boris Groysberg and Sarah L. Abbott
      In June 2025, Meta CEO Mark Zuckerberg upped the ante in the ongoing AI talent wars. Some analysts praised Zuckerberg’s aggressive approach to building Meta's AI capabilities, while others pointed to the high costs this strategy entailed and questioned how effectively... View Details
      Keywords: AI; Artificial Intelligence; Machine Learning; Talent Acquisition; Hiring; Technology; Metaverse; Competition; Compensation; Innovation; Talent Development; Competing To Win; Competitive Dynamics; AI and Machine Learning; Talent and Talent Management; Recruitment; Compensation and Benefits; Competency and Skills; Competitive Strategy; Technological Innovation; Technology Industry
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      Groysberg, Boris, and Sarah L. Abbott. "Meta and the Superintelligence Talent Race." Harvard Business School Case 426-003, August 2025.
      • 2025
      • Working Paper

      E-ledgers Carbon Accounting

      By: Robert S. Kaplan and Karthik Ramanna
      In prior publications, we introduced a global system of interconnected E-ledgers that produces—in as close to real time as practicable—accurate, comparable, and verifiable accounts of the cradle-to-gate (net) greenhouse-gas emissions in any product or service that... View Details
      Keywords: Environmental Accounting; Digital Platforms
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      Kaplan, Robert S., and Karthik Ramanna. "E-ledgers Carbon Accounting." Harvard Business School Working Paper, No. 26-004, August 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.
      • Article

      Using Gen AI for Early-Stage Market Research

      By: James Brand, Ayelet Israeli and Donald Ngwe
      Generative AI, particularly large language models (LLMs), offers a promising new tool for early-stage market research by simulating customer responses to product concepts. This can allow companies to draw conclusions similar to those they’d obtain by surveying... View Details
      Keywords: Large Language Models; Large Language Model; Generative Ai; Artificial Intelligence; Market Research; Research; Marketing; AI and Machine Learning; Analytics and Data Science; Analysis; Customers; Consumer Behavior; Technology Industry; Technology Industry
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      Brand, James, Ayelet Israeli, and Donald Ngwe. "Using Gen AI for Early-Stage Market Research." Harvard Business Review (website) (July 18, 2025).
      • July 2025 (Revised July 2025)
      • Case

      Microsoft’s Performance Across Three CEOs

      By: George Serafeim
      This case traces Microsoft’s evolution from its founding through 2025. Students analyze how changes in operating segments both reflected and shaped Microsoft’s strategy, culture, and financial communication. The case provides rich quantitative exhibits (segment... View Details
      Keywords: Financial Accounting; Financial Statement Analysis; Disclosure; Disclosure Strategy; Disclosure Tone; Organizational Transformations; Transformation; AI; Digital; Organizational Change; Accounting; Financial Statements; Strategy; Organizational Structure; Organizational Change and Adaptation; Technology Industry; Technology Industry; United States
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      Serafeim, George. "Microsoft’s Performance Across Three CEOs." Harvard Business School Case 125-112, July 2025. (Revised July 2025.)
      • July 2025
      • Case

      Osteoboost: Go-To-Market Strategy in a Healthcare Startup

      By: Regina E. Herzlinger, Ben Creo, Jacob M. Cook and Rachel Lev-Corn
      Osteoboost focuses on how a health care Medtech startup with a new device for treating osteopenia. The firm decides among alternative go-to-market strategies, including B2B (the firm to healthcare providers), DTC (directly to consumers), or some combination of the two... View Details
      Keywords: Business Startups; Innovation Strategy; Financial Strategy; Health Industry; Health Industry; United States
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      Herzlinger, Regina E., Ben Creo, Jacob M. Cook, and Rachel Lev-Corn. "Osteoboost: Go-To-Market Strategy in a Healthcare Startup." Harvard Business School Case 326-031, July 2025.
      • July–August 2025
      • Article

      Beefing IT Up for Your Investor? Engagement with Open Source Communities, Innovation, and Startup Funding: Evidence from GitHub

      By: Annamaria Conti, Christian Peukert and Maria P. Roche
      We study the engagement of nascent firms with open source communities and its implications for innovation and attracting funding. To do so, we link data on 160,065 U.S. startups from Crunchbase to their activities on the open source software development platform... View Details
      Keywords: Startups; Knowledge; Open Source Communities; GitHub; Machine Learning; Innovation; Business Startups; Venture Capital; Information Technology; Strategy
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      Conti, Annamaria, Christian Peukert, and Maria P. Roche. "Beefing IT Up for Your Investor? Engagement with Open Source Communities, Innovation, and Startup Funding: Evidence from GitHub." Organization Science 36, no. 4 (July–August 2025): 1551–1573.
      • July 2025
      • Article

      Digital Lending and Financial Well-Being: Through the Lens of Mobile Phone Data

      By: AJ Chen, Omri Even-Tov, Jung Koo Kang and Regina Wittenberg-Moerman
      To mitigate information asymmetry about borrowers in developing economies, digital lenders use machine-learning algorithms and nontraditional data from borrowers’ mobile devices. Consequently, digital lenders have managed to expand access to credit for millions of... View Details
      Keywords: Informal Economy; Digital Banking; Mobile Phones; Developing Countries and Economies; Mobile and Wireless Technology; AI and Machine Learning; Analytics and Data Science; Credit; Borrowing and Debt; Well-being; Banking Industry; Kenya
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      Chen, AJ, Omri Even-Tov, Jung Koo Kang, and Regina Wittenberg-Moerman. "Digital Lending and Financial Well-Being: Through the Lens of Mobile Phone Data." Accounting Review 100, no. 4 (July 2025): 135–159.
      • July–August 2025
      • Article

      Don’t Let an AI Failure Harm Your Brand

      By: Julian De Freitas
      How companies market their AI systems affects the repercussions they face when their products fail. Marketers must promote their AI products with potential failure in mind. To do that, they must first understand consumers’ unique attitudes toward AI. Marketers who... View Details
      Keywords: AI and Machine Learning; Brands and Branding; Product Marketing; Consumer Behavior; Attitudes
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      De Freitas, Julian. "Don’t Let an AI Failure Harm Your Brand." Harvard Business Review 103, no. 4 (July–August 2025): 126–133.
      • 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; Health 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

      Konko AI: Automating Work with AI Agents

      By: Shikhar Ghosh, Shweta Bagai and Liang Wu
      In January 2025, Jean Marc Goguikian and Michael Haddad, co-founders of Konko AI, faced a critical strategic decision. After the company’s developer platform for private large language models (LLMs) struggled to gain traction, they had pivoted to building AI sales... View Details
      Keywords: AI and Machine Learning; Customer Relationship Management; Growth and Development Strategy; Product Positioning; Product Development; Organizational Change and Adaptation; Business Strategy; Customization and Personalization; Technology Industry; Latin America
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      Ghosh, Shikhar, Shweta Bagai, and Liang Wu. "Konko AI: Automating Work with AI Agents." Harvard Business School Case 825-145, June 2025.
      • June 2025
      • Case

      Redefining the Edge: Jahez’s Strategic Pivot in Saudi Arabia’s Food Delivery Battle

      By: Krishna G. Palepu and Ahmed Dahawy
      Jahez made its mark in Saudi Arabia’s food delivery market by serving customers willing to pay more for reliable, high-quality service—a segment largely overlooked by other platforms. As the company grew, it expanded into the mass market and developed a network of... View Details
      Keywords: Acquisition; Business Conglomerates; Corporate Entrepreneurship; Innovation Strategy; Digital Platforms; Logistics; Business Strategy; Competition; Competitive Strategy; Competitive Advantage; Expansion; Food and Beverage Industry; Saudi Arabia
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      Palepu, Krishna G., and Ahmed Dahawy. "Redefining the Edge: Jahez’s Strategic Pivot in Saudi Arabia’s Food Delivery Battle." Harvard Business School Case 325-112, 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
      • 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.
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