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      • February 2025
      • Case

      Abiomed: Clinical Trials and Tribulations

      By: Satish Tadikonda, Faith Robertson and William Marks
      After receiving 510(k) clearance for the Impella 2.5 device, Abiomed had proceeded to conduct a premarket approval (PMA) process as well to prove clinical superiority, earn greater protection, and extend commercial runway. However, in the middle of the clinical trial... View Details
      Keywords: Corporate Disclosure; Governing Rules, Regulations, and Reforms; Health Testing and Trials; Medical Devices and Supplies Industry
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      Tadikonda, Satish, Faith Robertson, and William Marks. "Abiomed: Clinical Trials and Tribulations." Harvard Business School Case 825-096, February 2025.
      • 2025
      • Article

      Emotion Regulation Contagion Drives Reduction in Negative Intergroup Emotions

      By: Michael Pinus, Yajun Cao, Eran Halperin, Alin Coman, James J. Gross and Amit Goldenberg
      When emotions occur in groups, they sometimes impact group behavior in undesired ways. Reducing group’s emotions with emotion regulation interventions can be helpful, but may also be a challenge, because treating every person in the group is often infeasible. One... View Details
      Keywords: Emotion Contagion; Emotion; Emotion Regulation; Groups and Teams; Emotions; Conflict and Resolution
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      Pinus, Michael, Yajun Cao, Eran Halperin, Alin Coman, James J. Gross, and Amit Goldenberg. "Emotion Regulation Contagion Drives Reduction in Negative Intergroup Emotions." Art. 1387. Nature Communications 16 (2025).
      • January 2025
      • Teaching Note

      New Belgium Brewing and Climate Change

      By: Michael W. Toffel, Kenneth P. Pucker and Michael Norris
      Teaching Note for HBS Case No. 624-069. View Details
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      Toffel, Michael W., Kenneth P. Pucker, and Michael Norris. "New Belgium Brewing and Climate Change." Harvard Business School Teaching Note 625-089, 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
      • Teaching Note

      Vytal: Packaging-as-a-Service

      By: George Serafeim, Michael W. Toffel and Stacy Straaberg
      Teaching Note for HBS Case No. 124-007. The Germany-based startup Vytal operated the largest digital-native reusable packaging-as-a-service network globally, having raised nearly €15 million, established a large network of restaurant partners, and prevented the use of... View Details
      Keywords: Environmental Sustainability; Innovation and Invention; Business Growth and Maturation; Growth and Development Strategy; Business Startups; Resource Allocation; Risk Management; Adoption; Strategy; Performance Productivity; Service Delivery; Service Operations; Supply Chain; Distribution; Entrepreneurship; Climate Change; Business Model; Governing Rules, Regulations, and Reforms; Profit; Financing and Loans; Expansion; Green Technology Industry; Service Industry; Retail Industry; Germany; Europe
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      Serafeim, George, Michael W. Toffel, and Stacy Straaberg. "Vytal: Packaging-as-a-Service." Harvard Business School Teaching Note 125-003, January 2025.
      • January 2025
      • Teaching Note

      Tractor Supply Co

      By: David L. Ager and Michael A. Roberto
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      Ager, David L., and Michael A. Roberto. "Tractor Supply Co." Harvard Business School Teaching Note 925-306, January 2025.
      • January 2025
      • Case

      Managing the Demise of Tip Credit

      By: Michael S. Kaufman and Daniella Bertolotti
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      Kaufman, Michael S., and Daniella Bertolotti. "Managing the Demise of Tip Credit." Harvard Business School Case 325-079, January 2025.
      • January 2025
      • Article

      Communication Within Firms: Evidence from CEO Turnovers

      By: Stephen Michael Impink, Andrea Prat and Raffaella Sadun
      This paper uses novel, firm-level communication measures derived from communications metadata several months before and after a CEO transition for 102 firms to study whether and how this organizational event is reflected in employees’ communication flows. We find that... View Details
      Keywords: Information; Communication; Management Succession; Organizational Change and Adaptation; Alignment
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      Impink, Stephen Michael, Andrea Prat, and Raffaella Sadun. "Communication Within Firms: Evidence from CEO Turnovers." Management Science 71, no. 1 (January 2025): 470–487.
      • 2025
      • Article

      Statistical Inference for Heterogeneous Treatment Effects Discovered by Generic Machine Learning in Randomized Experiments

      By: Kosuke Imai and Michael Lingzhi Li
      Researchers are increasingly turning to machine learning (ML) algorithms to investigate causal heterogeneity in randomized experiments. Despite their promise, ML algorithms may fail to accurately ascertain heterogeneous treatment effects under practical settings with... View Details
      Keywords: AI and Machine Learning; Mathematical Methods; Analytics and Data Science
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      Imai, Kosuke, and Michael Lingzhi Li. "Statistical Inference for Heterogeneous Treatment Effects Discovered by Generic Machine Learning in Randomized Experiments." Journal of Business & Economic Statistics 43, no. 1 (2025): 256–268.
      • November–December 2024
      • Article

      Why Employees Quit

      By: Ethan Bernstein, Michael B. Horn and Bob Moesta
      The so-called war for talent is still raging. But in that fight, employers continue to rely on the same hiring and retention strategies they’ve been using for decades. Why? Because they’ve been so focused on challenges such as poaching by industry rivals, competing in... View Details
      Keywords: Retention; Recruitment; Talent and Talent Management; Employee Relationship Management; Motivation and Incentives
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      Bernstein, Ethan, Michael B. Horn, and Bob Moesta. "Why Employees Quit." Harvard Business Review 102, no. 6 (November–December 2024): 44–54.
      • November 2024
      • Supplement

      Allbirds: Decarbonizing Fashion (A) and (B) Video Supplement

      By: Michael W. Toffel, Kenneth P. Pucker and Stacy Straaberg
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      Toffel, Michael W., Kenneth P. Pucker, and Stacy Straaberg. "Allbirds: Decarbonizing Fashion (A) and (B) Video Supplement." Harvard Business School Multimedia/Video Supplement 625-702, November 2024.
      • November 2024
      • Case

      Dr. Bombay Ice Cream

      By: William R. Kerr, Alexis Brownell and Michael Liu
      This case examines the creation, launch, and rapid growth of Dr. Bombay Ice Cream, a joint venture between Happi Co., a consumer packaged goods incubator, and entertainment mogul Snoop Dogg, with his son, Cordell Broadus. The brand was inspired by a Bored Ape Yacht... View Details
      Keywords: Joint Ventures; Growth Management; Brands and Branding; Product Launch; Product Positioning; Market Entry and Exit; Distribution Channels; Food and Beverage Industry; United States
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      Kerr, William R., Alexis Brownell, and Michael Liu. "Dr. Bombay Ice Cream." Harvard Business School Case 825-090, November 2024.
      • November 2024
      • Article

      Perceptions About Monetary Policy

      By: Michael D. Bauer, Carolin Pflueger and Adi Sunderam
      We estimate perceptions about the Federal Reserve’s monetary policy rule from panel data on professional forecasts of interest rates and macroeconomic conditions. The perceived dependence of the federal funds rate on economic conditions varies substantially over time,... View Details
      Keywords: Monetary Policy; Policy; Interest Rates; Perception; Economy; Forecasting and Prediction
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      Bauer, Michael D., Carolin Pflueger, and Adi Sunderam. "Perceptions About Monetary Policy." Quarterly Journal of Economics 139, no. 4 (November 2024): 2227–2278.
      • October 2024
      • Case

      Grain Management

      By: Archie Jones, Michael Norris, Alliyah Gary and Chelsea Grain-Jefferson
      Keywords: Family Business; Entrepreneurship; Private Equity; Management Succession; Ownership Stake; Retirement; Financial Services Industry; Telecommunications Industry; United States
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      Jones, Archie, Michael Norris, Alliyah Gary, and Chelsea Grain-Jefferson. "Grain Management." Harvard Business School Case 825-085, October 2024.
      • October 2024
      • Technical Note

      Unsupervised NLP

      By: Michael Parzen and Jo Ellery
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      Parzen, Michael, and Jo Ellery. "Unsupervised NLP." Harvard Business School Technical Note 625-064, October 2024.
      • October 2024
      • Technical Note

      PCA for MBAs

      By: Michael Parzen and Jo Ellery
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      Parzen, Michael, and Jo Ellery. "PCA for MBAs." Harvard Business School Technical Note 625-066, October 2024.
      • October 2024
      • Technical Note

      Association Rule Learning

      By: Michael Parzen and Jo Ellery
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      Parzen, Michael, and Jo Ellery. "Association Rule Learning." Harvard Business School Technical Note 625-065, October 2024.
      • October 2024
      • Technical Note

      Generative AI

      By: Michael Parzen and Jo Ellery
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      Parzen, Michael, and Jo Ellery. "Generative AI." Harvard Business School Technical Note 625-054, October 2024.
      • October 2024
      • Technical Note

      Prompt Engineering

      By: Michael Parzen and Jo Ellery
      This note covers the basics of prompt engineering, a key tool for making use of modern generative AI. We discuss the principles of prompt engineering and illustrate these principles with techniques for asking questions. We further list the types of prompts that can be... View Details
      Keywords: Large Language Model; AI and Machine Learning
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      Parzen, Michael, and Jo Ellery. "Prompt Engineering." Harvard Business School Technical Note 625-056, October 2024.
      • October 2024
      • Article

      Medicare Part D Protected-Class Policy Is Associated with Lower Drug Rebates

      By: Pragya Kakani, Michael Anne Kyle, Amitabh Chandra and Luca Maini
      Medicare Part D does not allow plans to exclude drugs in six protected classes from their formularies, which may limit plans’ ability to negotiate rebates and lead to higher spending. We estimated the association between protected-class status, US-level estimated... View Details
      Keywords: Insurance; Health Care and Treatment; Governing Rules, Regulations, and Reforms; United States
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      Kakani, Pragya, Michael Anne Kyle, Amitabh Chandra, and Luca Maini. "Medicare Part D Protected-Class Policy Is Associated with Lower Drug Rebates." Health Affairs 43, no. 10 (October 2024): 1420–1427.
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