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      • 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

      Faith and Assimilation: Italian Immigrants in the U.S.

      By: Stefano Gagliarducci and Marco Tabellini
      How do ethnic religious organizations influence immigrant assimilation? To answer this question, we assemble novel data from the Catholic directories to measure the presence of Italian Catholic churches in the US between 1890 and 1920, when four million Italians moved... View Details
      Keywords: Assimilation; Religious Organizations; Immigration; Religion; History; United States
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      Gagliarducci, Stefano, and Marco Tabellini. "Faith and Assimilation: Italian Immigrants in the U.S." Economic Journal 135, no. 670 (August 1, 2025): 1814–1851. (Also available from NBER and featured in NBER Digest and VoxEU.)
      • 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 3, 2025
      • Article

      A New Framework for Reducing Healthcare Disparities

      By: Susanna Gallani, Mary Lynch Witkowski, Lidia M. V. R. Moura and Katie Sonnefeldt
      Despite decades of initiatives to address healthcare inequities in the U.S., disparities across race, gender, geography, and income remain stubbornly persistent. This article introduces the Strategic Fingerprint Framework for Health Equity, a practical, principle-based... View Details
      Keywords: Equality and Inequality; Demographics; Outcome or Result; Health Care and Treatment; Framework; Health Industry
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      Gallani, Susanna, Mary Lynch Witkowski, Lidia M. V. R. Moura, and Katie Sonnefeldt. "A New Framework for Reducing Healthcare Disparities." Harvard Business Review Digital Articles (July 3, 2025).
      • July 2025
      • Article

      No Free Lunch? Welfare Analysis of Firms Selling Through Expert Intermediaries

      By: Matt Grennan, Kyle R. Myers, Ashley Swanson and Aaron Chatterji
      We study how firms target and influence expert intermediaries. In our context, pharmaceutical manufacturers provide payments to physicians during promotional interactions. We develop an identification strategy based on plausibly exogenous variation in payments driven... View Details
      Keywords: Duopoly and Oligopoly; Marketing Channels; Power and Influence; Policy; Outcome or Result; Pharmaceutical Industry
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      Grennan, Matt, Kyle R. Myers, Ashley Swanson, and Aaron Chatterji. "No Free Lunch? Welfare Analysis of Firms Selling Through Expert Intermediaries." Review of Economic Studies 92, no. 4 (July 2025): 2537–2577.
      • 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

      Zerodha

      By: Das Narayandas and Kairavi Dey
      Zerodha Broking Pvt. Ltd. (Zerodha) was among India's largest online broking platforms. Nithin and Nikhil Kamath started Zerodha to empower retail investors and remove the hurdles to investing in stocks. The company pioneered tech-first discount broking, charging... View Details
      Keywords: Financial Services Industry
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      Narayandas, Das, and Kairavi Dey. "Zerodha." Harvard Business School Case 525-070, June 2025.
      • May 2025
      • Article

      Punitive but Discerning: Reputation Can Fuel Ambiguously-Deserved Punishment, but Does Not Erode Sensitivity to Nuance

      By: Jillian J. Jordan and Nour S. Kteily
      The desire to appear virtuous can motivate people to punish wrongdoers, a desirable outcome when punishment is clearly deserved. Yet claims that “virtue signaling” is fueling a culture of outrage suggest that reputation concerns may inspire even potentially unmerited... View Details
      Keywords: Outrage; Signaling; Ideology; Moralistic Punishment; Reputation; Moral Sensibility
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      Jordan, Jillian J., and Nour S. Kteily. "Punitive but Discerning: Reputation Can Fuel Ambiguously-Deserved Punishment, but Does Not Erode Sensitivity to Nuance." Journal of Personality and Social Psychology 128, no. 5 (May 2025): 1072–1102.
      • 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.)
      • June 4, 2025
      • Editorial

      Employee Stress Is a Business Risk—Not an HR Problem

      By: Marion Chomse, Lydia Roos, Reeva Misra and Ashley Whillans
      Workplace stress, on the rise for decades, has been treated by many organizations as a personal issue instead of a business-critical risk that merits executive oversight. This is likely due in part to the fact that companies have not effectively quantified and tracked... View Details
      Keywords: Employees; Well-being; Risk Management; Competitive Advantage
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      Chomse, Marion, Lydia Roos, Reeva Misra, and Ashley Whillans. "Employee Stress Is a Business Risk—Not an HR Problem." Harvard Business Review (website) (June 4, 2025).
      • June 2025
      • Article

      Outcome and Process Frames: Strategic Renewal and Capability Reprioritization at the Federal Bureau of Investigation

      By: Ryan Raffaelli, Tiona Zuzul, Ranjay Gulati and Jan Rivkin
      [Research Summary]: Framing is critical for leaders who must build support for strategic renewal. While research has concentrated on renewal that replaces one set of capabilities with another, we explore a distinctive challenge: how leaders persuade stakeholders to... View Details
      Keywords: Framing; Stakeholder Management; Capabilities; Transformation; Leading Change; Crisis Management; Resource Allocation; Government and Politics; Business and Stakeholder Relations; Public Administration Industry
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      Raffaelli, Ryan, Tiona Zuzul, Ranjay Gulati, and Jan Rivkin. "Outcome and Process Frames: Strategic Renewal and Capability Reprioritization at the Federal Bureau of Investigation." Strategic Management Journal 46, no. 6 (June 2025): 1325–1362. (Lead article.)
      • May 2025
      • Case

      IQanat: Empowering Rural Youth in Kazakhstan

      By: Boris Groysberg and Maxim Pike Harrell
      In June 2025, IQanat CEO Aliya Salikova considered scaling opportunities for the foundation, which provided educational opportunities for children from rural regions of Kazakhstan. Established by Kazakhstani businessman and philanthropist Aidyn Rakhimbayev, IQanat... View Details
      Keywords: Mission and Purpose; Organizational Change and Adaptation; Leadership; Social Enterprise; Social Entrepreneurship; Growth and Development Strategy; Growth Management; Rural Scope; Philanthropy and Charitable Giving; Equality and Inequality; Education Industry; Central Asia; Kazakhstan
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      Groysberg, Boris, and Maxim Pike Harrell. "IQanat: Empowering Rural Youth in Kazakhstan." Harvard Business School Case 425-077, May 2025.
      • May 2025
      • Case

      Dell Med: Transforming Care Delivery & Payment

      By: Robert S. Kaplan, David N. Bernstein and Mary L. Witkowski
      Health care in the U.S. and globally continues to undergo massive transformation, surging towards a system that rewards value for patients. However, widespread adoption of value-based health care remains a challenge. This case study focuses on the care delivery... View Details
      Keywords: Integrated Practice Units; Outcomes Measurement; Time-Driven Activity-Based Costing; Health Care and Treatment; Business Strategy; Leading Change; Decisions; Transformation; Service Delivery; Adoption; Value; Health Industry; United States; Texas
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      Kaplan, Robert S., David N. Bernstein, and Mary L. Witkowski. "Dell Med: Transforming Care Delivery & Payment." Harvard Business School Case 125-117, May 2025.
      • May 2025
      • Teaching Note

      The VideaHealth AI Factory: CEO Florian Hillen on Speed, Scale, and Innovation

      By: Tsedal Neeley
      Teaching Note for HBS Case No. 425-720. Florian Hillen, co-founder and CEO of VideaHealth, a startup using artificial intelligence (AI) to detect dental conditions on x-rays, spent the early years of his company laying the groundwork for an AI factory. This AI factory,... View Details
      Keywords: Diagnostics; Organization Design; Change Management; Disruption; Transformation; Health Care and Treatment; AI and Machine Learning; Technological Innovation; Technology Adoption; Management Style; Organizational Culture; Success; Technology Industry; Health Industry; United States
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      Neeley, Tsedal. "The VideaHealth AI Factory: CEO Florian Hillen on Speed, Scale, and Innovation." Harvard Business School Teaching Note 425-102, May 2025.
      • 2024
      • Case

      EPCorp: Convincing the C-Suite

      By: Jacob M. Cook
      In EPCorp: Convincing the C-Suite, Shivani Bahl is attempting to sell EPCorp's CEO, Debbie Sullivan, on her ideas for not only a new website upgrade but also a more expansive vision on how data and Generative AI can be used to grow the company. Debbie is understandably... View Details
      Keywords: AI and Machine Learning; E-commerce; Growth and Development Strategy
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      Cook, Jacob M. "EPCorp: Convincing the C-Suite." Harvard Business Publishing Case, 2024. (Quick Case.)
      • 2025
      • Working Paper

      Healthcare Provider Bankruptcies

      By: Samuel Antill, Ashvin Gandhi, Jessica Bai and Adrienne Sabety
      Healthcare firms are filing for Chapter 11 bankruptcy at record rates. We find that bankruptcies increase healthcare staff turnover, worsen care, and harm patients. Using a difference-in-differences design, we estimate that a bankruptcy filing immediately increases... View Details
      Keywords: Insolvency and Bankruptcy; Health Care and Treatment; Outcome or Result; Retention; Health Industry
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      Antill, Samuel, Ashvin Gandhi, Jessica Bai, and Adrienne Sabety. "Healthcare Provider Bankruptcies." NBER Working Paper Series, No. 33763, May 2025.
      • May 2025
      • Article

      The Effects of Medical Debt Relief: Evidence from Two Randomized Experiments

      By: Raymond Kluender, Neale Mahoney, Francis Wong and Wesley Yin
      Two in five Americans have medical debt, nearly half of whom owe at least $2,500. Concerned by this burden, governments and private donors have undertaken large, high-profile efforts to relieve medical debt. We partnered with RIP Medical Debt (now Undue Medical Debt)... View Details
      Keywords: Borrowing and Debt; Credit; Outcome or Result; Well-being; Personal Finance
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      Kluender, Raymond, Neale Mahoney, Francis Wong, and Wesley Yin. "The Effects of Medical Debt Relief: Evidence from Two Randomized Experiments." Quarterly Journal of Economics 140, no. 2 (May 2025): 1187–1241.
      • April 2025
      • Case

      Netflix in 2024

      By: Jan Rivkin and David Allen
      In 2024, Netflix appeared to emerge victorious from the “streaming wars” that it had waged in recent years with the likes of Disney, Warner Bros. Discovery, Apple, and Amazon. What had allowed Netflix not only to succeed in the streaming wars but also to thrive for... View Details
      Keywords: Digital Platforms; Internet and the Web; Organizational Culture; Adaptation; Business Strategy; Competition; Success; Entertainment and Recreation Industry; Motion Pictures and Video Industry; United States
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      Rivkin, Jan, and David Allen. "Netflix in 2024." Harvard Business School Case 725-438, April 2025.
      • April 2025
      • Article

      Serving with a Smile on Airbnb: Analyzing the Economic Returns and Behavioral Underpinnings of the Host’s Smile

      By: Shunyuan Zhang, Elizabeth Friedman, Kannan Srinivasan, Ravi Dhar and Xupin Zhang
      Non-informational cues, such as facial expressions, can significantly influence judgments and interpersonal impressions. While past research has explored how smiling affects business outcomes in offline or in-store contexts, relatively less is known about how smiling... View Details
      Keywords: Sharing Economy; Airbnb; Image Feature Extraction; Machine Learning; Facial Expressions; Prejudice and Bias; Nonverbal Communication; E-commerce; Consumer Behavior; Perception
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      Zhang, Shunyuan, Elizabeth Friedman, Kannan Srinivasan, Ravi Dhar, and Xupin Zhang. "Serving with a Smile on Airbnb: Analyzing the Economic Returns and Behavioral Underpinnings of the Host’s Smile." Journal of Consumer Research 51, no. 6 (April 2025): 1073–1097.
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