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      • 2025
      • Working Paper

      Generative AI and the Nature of Work

      By: Manuel Hoffmann, Sam Boysel, Frank Nagle, Sida Peng and Kevin Xu
      Recent advances in artificial intelligence (AI) technology demonstrate a considerable potential to complement human capital intensive activities. While an emerging literature documents wide-ranging productivity effects of AI, relatively little attention has been paid... View Details
      Keywords: Generative Ai; Digital Work; Open Source Software; Knowledge Economy; AI and Machine Learning; Open Source Distribution; Organizational Structure; Performance Productivity; Labor
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      Hoffmann, Manuel, Sam Boysel, Frank Nagle, Sida Peng, and Kevin Xu. "Generative AI and the Nature of Work." Harvard Business School Working Paper, No. 25-021, October 2024. (Revised April 2025.)
      • October 2024 (Revised December 2024)
      • Case

      Kering Eyewear

      By: Rohit Deshpandé, Dante Roscini and Elena Corsi
      In June 2024, Roberto Vedovotto, CEO of Kering Eyewear, prepared to discuss the future of the recently acquired brands LINDBERG, a Danish optical eyewear brand, and Maui Jim, an American sunglasses brand. Vedovotto founded Kering Eyewear in 2014, convincing... View Details
      Keywords: Marketing Strategy; Brands and Branding; Product Marketing; Mergers and Acquisitions; Business or Company Management; Growth and Development Strategy; Luxury; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Italy; Europe; China
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      Deshpandé, Rohit, Dante Roscini, and Elena Corsi. "Kering Eyewear." Harvard Business School Case 525-027, October 2024. (Revised December 2024.)
      • October 2024
      • Background Note

      Outsourcing Primer

      By: Willy C. Shih
      This note provides some background on one of the key resource allocation decisions managers make as they develop and produce products and services: what should they do with the walls of their own firm, and what they should depend upon suppliers or contractors to... View Details
      Keywords: Outsourcing; Offshoring And Outsourcing; Production; Product Development; Resource Allocation; Supply Chain Management; Manufacturing Industry; United States; Asia
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      Shih, Willy C. "Outsourcing Primer." Harvard Business School Background Note 625-069, October 2024.
      • October 2024 (Revised November 2024)
      • Case

      SWEN Blue Ocean: Impact Investing Goes to Sea

      By: Vikram S Gandhi and David Allen
      In August 2023, SWEN Blue Ocean, a €170 million impact fund that invested in startups contributing to ocean sustainability, faced a critical investment decision. Part of SWEN Capital Partners, an €8 billion, Paris-based private equity fund, Blue Ocean was co-founded in... View Details
      Keywords: Communication Technology; Environmental Sustainability; Green Technology; Venture Capital; Private Equity; Investment Funds; Science-Based Business; Technological Innovation; Financial Services Industry; France; Paris; Italy
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      Gandhi, Vikram S., and David Allen. "SWEN Blue Ocean: Impact Investing Goes to Sea." Harvard Business School Case 325-013, October 2024. (Revised November 2024.)
      • September 2024
      • Exercise

      Finding Your 'Jagged Frontier': A Generative AI Exercise

      By: Mitchell Weiss
      In 2023 a set of scholars set out to study the effect of artificial intelligence (AI) on the quality and productivity of knowledge workers—in this specific instance, management consultants. They wanted to know across a range of tasks in a workflow, which, if any, would... View Details
      Keywords: AI and Machine Learning; Performance Productivity; Performance Evaluation; Consulting Industry
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      Weiss, Mitchell. "Finding Your 'Jagged Frontier': A Generative AI Exercise." Harvard Business School Exercise 825-070, September 2024.
      • September 2024 (Revised March 2025)
      • Case

      Epic: The Future of Health Information Technology

      By: Regina E. Herzlinger and Brian L. Walker
      How should the founder and leadership team of a health IT company with more than 45 years of market leadership prepare for the future, while navigating founder transitions and industry changes? Founded by Judy Faulkner in the late 1970s, Epic pioneered electronic... View Details
      Keywords: Technological Innovation; Entrepreneurship; Health Care and Treatment; Private Ownership; Customer Focus and Relationships; Information Management; Organizational Change and Adaptation; Business Strategy; Competition; Health Industry; Electronics Industry; Information Technology Industry
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      Herzlinger, Regina E., and Brian L. Walker. "Epic: The Future of Health Information Technology." Harvard Business School Case 325-028, September 2024. (Revised March 2025.)
      • September 20, 2024
      • Article

      It’s Time to Unbundle ESG

      By: Aaron K. Chatterji and Michael W. Toffel
      ESG is at an inflection point. It has come to represent a broad and inchoate aspiration for what business should be doing beyond maximizing shareholder value. With ESG advocates on the defensive, business leaders need a new roadmap to determine which factors to... View Details
      Keywords: ESG; ESG (Environmental, Social, Governance) Performance; ESG Ratings; ESG Reporting; ESG Disclosure; Sustainability; Climate; Climate Finance; Climate Risk; Social Accounting; Investment; Governance; Safety; Climate Change; Environmental Sustainability; Corporate Social Responsibility and Impact; Financial Services Industry
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      Chatterji, Aaron K., and Michael W. Toffel. "It’s Time to Unbundle ESG." Harvard Business Review (website) (September 20, 2024).
      • September 2024
      • Supplement

      National Public Broadcasting (B)

      By: Richard S. Ruback and Royce Yudkoff
      Pre-abstract: Instructors should consider the timing of making videos available to students, as they may reveal key case details.
      Abstract: This (B) case supplement is designed for use by faculty only to support classroom instruction in conjunction with... View Details
      Keywords: Financial Strategy; Financial Management; Media; Ownership; Strategy; Advertising; Decision Choices and Conditions; Entrepreneurship; Financing and Loans; Mergers and Acquisitions; Private Equity; Journalism and News Industry; Media and Broadcasting Industry; United States
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      Ruback, Richard S., and Royce Yudkoff. "National Public Broadcasting (B)." Harvard Business School Multimedia/Video Supplement 225-706, September 2024.
      • September 2024
      • Supplement

      Red Hen Baking Company (B)

      By: Richard S. Ruback and Royce Yudkoff
      Pre-abstract: Instructors should consider the timing of making videos available to students, as they may reveal key case details.

      Abstract: This (B) case supplement is designed for use by faculty only to support classroom instruction in conjunction with "Red... View Details
      Keywords: Entrepreneurship; Financial Strategy; Financial Management; Buildings and Facilities; Finance; Food; Risk Management; Risk and Uncertainty; Growth and Development Strategy; Food and Beverage Industry; United States; Vermont
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      Ruback, Richard S., and Royce Yudkoff. "Red Hen Baking Company (B)." Harvard Business School Multimedia/Video Supplement 225-710, September 2024.
      • September 2024
      • Supplement

      Revenue Solutions, LLC (B)

      By: Richard S. Ruback and Royce Yudkoff
      Pre-abstract: Instructors should consider the timing of making videos available to students, as they may reveal key case details.

      Abstract: This (B) case supplement is designed for use by faculty only to support classroom instruction in conjunction with... View Details
      Keywords: Financial Strategy; Financial Management; Joint Ventures; Brands and Branding; Partners and Partnerships; Small Business; Ownership; Personal Development and Career; Consumer Products Industry; United States; California
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      Ruback, Richard S., and Royce Yudkoff. "Revenue Solutions, LLC (B)." Harvard Business School Multimedia/Video Supplement 225-708, September 2024.
      • September 2024
      • Case

      Eat App: Building and Monetizing an End-to-End Dining Experience Solution

      By: Elie Ofek and Ahmed Dahawy
      Founded in 2015 in Bahrain, Eat App was an up-and-coming player in the global restaurant management software business. In early 2024, having shifted to a product-led growth strategy, the company’s co-founders faced a host of decisions that could greatly impact their... View Details
      Keywords: Price; Growth and Development Strategy; Product Marketing; Negotiation Deal; Internet and the Web; Value Creation; Profit; Revenue; Applications and Software; Product; Food and Beverage Industry; Technology Industry; Bahrain; United Arab Emirates; Abu Dhabi; Dubai
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      Ofek, Elie, and Ahmed Dahawy. "Eat App: Building and Monetizing an End-to-End Dining Experience Solution." Harvard Business School Case 525-019, September 2024.
      • September 2024
      • Case

      XYZ Robotics

      By: Jeffrey J. Bussgang, Brian Mao Fu, Shu Lin and Jamie Gong
      Founded in 2018, XYZ Robotics was a China-based startup specializing in robotic picking solutions and 3D machine vision products. Amid an economic downturn and intense competition, the company faced considerable financial challenges and needed to determine the best way... View Details
      Keywords: Robotics; 3D Systems; China; Resource Allocation; Business Startups; Competition; Product; Economic Slowdown and Stagnation; Technology Industry; China
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      Bussgang, Jeffrey J., Brian Mao Fu, Shu Lin, and Jamie Gong. "XYZ Robotics." Harvard Business School Case 825-059, September 2024.
      • September–October 2024
      • Article

      How AI Can Power Brand Management

      By: Julian De Freitas and Elie Ofek
      Marketers have begun experimenting with AI to improve their brand-management efforts. But unlike other marketing tasks, brand management involves more than just repeatedly executing one specialized function. Long considered the exclusive domain of creative talent, it... View Details
      Keywords: Creativity; AI and Machine Learning; Brands and Branding; Product Positioning; Customer Focus and Relationships
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      De Freitas, Julian, and Elie Ofek. "How AI Can Power Brand Management." Harvard Business Review 102, no. 5 (September–October 2024): 108–114.
      • August 2024
      • Case

      Iogen: Decarbonizing Hard-to-Abate Sectors

      By: George Serafeim, Charlotte Foody and John Mulliken
      Brian Foody, CEO of Iogen Corporation, was an early leader in advanced biofuels, developing a range of technologies to transform agricultural waste into transportation fuel. With $100 million in revenue and 350 patents across various biofuel technologies, Iogen was... View Details
      Keywords: Technology; Biofuel; Market Attractiveness; Decarbonization; Technological Innovation; Climate Change; Energy; Environmental Sustainability; Transformation; Market Entry and Exit; Strategy; Energy Industry; United States; United Kingdom
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      Serafeim, George, Charlotte Foody, and John Mulliken. "Iogen: Decarbonizing Hard-to-Abate Sectors." Harvard Business School Case 125-037, August 2024.
      • August 2024
      • Case

      Oculii

      By: Andy Wu and Lucas Defilippo
      It was a bright June day in 2016. Steven Hong, co-founder and COO of Oculii had just signed a letter of intent agreeing to a 51% stake acquisition by Nexteer Automotive, a global steering and driveline supplier company that developed advanced driver assistance systems... View Details
      Keywords: Automotive; Autonomous Vehicles; Wireless Communications; Mergers and Acquisitions; Communication Intention and Meaning; Intellectual Property; Growth Management; Negotiation Deal; Supply Chain; Auto Industry; Technology Industry
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      Wu, Andy, and Lucas Defilippo. "Oculii." Harvard Business School Case 725-380, August 2024.
      • 2024
      • Book

      Smart Rivals: How Innovative Companies Play Games That Tech Giants Can't Win

      By: Feng Zhu and Bonnie Yining Cao
      A fresh, research-based look at how companies can better compete, on their own terms, with tech giants. View Details
      Keywords: Growth and Development Strategy; Product Design; Disruptive Innovation; Competitive Advantage
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      Zhu, Feng, and Bonnie Yining Cao. Smart Rivals: How Innovative Companies Play Games That Tech Giants Can't Win. Harvard Business Review Press, 2024.
      • August, 2024
      • Article

      Absenteeism, Productivity, and Relational Contracts Inside the Firm

      By: Achyuta Adhvaryu, Jean-François Gauthier, Anant Nyshadham and Jorge Tamayo
      We study relational contracts among managers using a unique dataset that tracks transfers of workers across teams in Indian ready-made garment factories. We focus on how relational contracts help managers cope with worker absenteeism shocks, which are frequent, often... View Details
      Keywords: Implicit Contracts; Productivity; Misallocation; Absenteeism; Supervisors; Readymade Garments; Performance Productivity; Employees; Relationships; Fashion Industry; India
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      Adhvaryu, Achyuta, Jean-François Gauthier, Anant Nyshadham, and Jorge Tamayo. "Absenteeism, Productivity, and Relational Contracts Inside the Firm." Journal of the European Economic Association 22, no. 4 (August, 2024): 1628–1677.
      • August 2024
      • Case

      Coca Cola İçecek—Managing a Sudden Turbulence

      By: Felix Oberholzer-Gee, Namrata Arora and Gizem Cihan Dincsoy
      In November 2021, Kerem Kerimoğlu, Coca Cola İçecek (CCI) Group Supply Chain Development Director, is alarmed by a news headline revealing a shortage of Turkish truck drivers impacting Europe. This crisis quickly affects CCI's distribution as third-party logistics... View Details
      Keywords: Business Strategy; Logistics; Supply Chain Management; Crisis Management; Distribution; Consumer Products Industry; Consumer Products Industry; Turkey; Central Asia; Middle East
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      Oberholzer-Gee, Felix, Namrata Arora, and Gizem Cihan Dincsoy. "Coca Cola İçecek—Managing a Sudden Turbulence." Harvard Business School Case 725-368, August 2024.
      • August 2024
      • Case

      Keurig: A Return to Growth

      By: David Fubini and Patrick Sanguineti
      By the early 2010s, Keurig Green Mountain (KGM) had lost the momentum that had made it the name in at-home coffee brewing in North America. Following a series of product missteps, negative media scrutiny, and ongoing challenges to its partner relationships, in late... View Details
      Keywords: Turnaround; Mergers and Acquisitions; Decisions; Initial Public Offering; Global Strategy; Growth and Development Strategy; Going Public; Diversification; Expansion; Food and Beverage Industry
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      Fubini, David, and Patrick Sanguineti. "Keurig: A Return to Growth." Harvard Business School Case 425-009, August 2024.
      • 2024
      • Working Paper

      People, Practices, and Productivity: A Review of New Advances in Personnel Economics

      By: Mitchell Hoffman and Christopher T. Stanton
      This chapter surveys recent advances in personnel economics. We begin by presenting evidence showing substantial and persistent productivity variation among workers in the same roles. We discuss new research on incentives and compensation; hiring practices; the... View Details
      Keywords: Employees; Labor
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      Hoffman, Mitchell, and Christopher T. Stanton. "People, Practices, and Productivity: A Review of New Advances in Personnel Economics." NBER Working Paper Series, No. 32849, August 2024.
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