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  • All HBS Web  (2,694)
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  • 16 May 2000
  • Research & Ideas

The Simple Economics of Open Source

generosity and knowledge-bearing have not really been guiding factors in other industries: so why would they dominate the computer field? Instead, they suggest, laboring on open source brings developers and... View Details
Keywords: by Martha Lagace; Technology
  • March 2019 (Revised June 2019)
  • Case

Global Sourcing at Nike

By: Nien-hê Hsieh, Michael W. Toffel and Olivia Hull
This case explores the evolution of Nike’s global product sourcing strategy, in particular ongoing efforts to improve working conditions at its suppliers’ factories. When the case opens in July 2018, Vice President of Sourcing Amanda Tucker and her colleagues in Nike’s... View Details
Keywords: Sourcing; Factory Conditions; Trade; Geography; Geographic Scope; Globalized Firms and Management; Corporate Accountability; Corporate Governance; Governance Compliance; Collaborative Innovation and Invention; Innovation Strategy; Labor; Human Capital; Working Conditions; Supply Chain Management; Corporate Social Responsibility and Impact; Organizational Change and Adaptation; Labor and Management Relations; Complexity; Sports Industry; Fashion Industry; Oregon; Portland; Asia; North and Central America
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Hsieh, Nien-hê, Michael W. Toffel, and Olivia Hull. "Global Sourcing at Nike." Harvard Business School Case 619-008, March 2019. (Revised June 2019.)
  • November 2023
  • Case

Open Source Machine Learning at Google

By: Shane Greenstein, Martin Wattenberg, Fernanda B. Viégas, Daniel Yue and James Barnett
Set in early 2023, the case exposes students to the challenges of managing open source software at Google. The case focuses on the challenges for Alex Spinelli, Vice President of Product Management for Core Machine Learning. He must set priorities for Google’s efforts... View Details
Keywords: Decision Choices and Conditions; Technological Innovation; Open Source Distribution; Strategy; AI and Machine Learning; Applications and Software; Technology Industry; United States
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Greenstein, Shane, Martin Wattenberg, Fernanda B. Viégas, Daniel Yue, and James Barnett. "Open Source Machine Learning at Google." Harvard Business School Case 624-015, November 2023.
  • May 2001
  • Article

The Open Source Movement: Key Research Questions

By: Josh Lerner and Jean Tirole
The paper analyzes the incentives of individual programmers and of commercial companies to participate in open source projects. While these incentives are in our opinion well accounted for by the economic paradigm, much empirical and theoretical work is still needed to... View Details
Keywords: Motivation and Incentives; Open Source Distribution
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Lerner, Josh, and Jean Tirole. "The Open Source Movement: Key Research Questions." Special Issue on Papers and Proceedings of the 15th Congress of the European Economic Association European Economic Review 45, nos. 4-6 (May 2001): 819–826.
  • 2024
  • Working Paper

The Value of Open Source Software

By: Manuel Hoffmann, Frank Nagle and Yanuo Zhou
The value of a non-pecuniary (free) product is inherently difficult to assess. A pervasive example is open source software (OSS), a global public good that plays a vital role in the economy and is foundational for most technology we use today. However, it is... View Details
Keywords: Valuation; Open Source Distribution; Applications and Software
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Hoffmann, Manuel, Frank Nagle, and Yanuo Zhou. "The Value of Open Source Software." Harvard Business School Working Paper, No. 24-038, January 2024.
  • November – December 2011
  • Article

Competitive Strategy for Open Source Software

By: Vineet Kumar, Brett Gordon and Kannan Srinivasan
Commercial open source software (COSS) products-privately developed software based on publicly available source code-represent a rapidly growing, multibillion-dollar market. A unique aspect of competition in the COSS market is that many open source licenses require... View Details
Keywords: Applications and Software; Competitive Strategy; Product Development; Growth and Development; Markets; Motivation and Incentives; Quality; Policy; Perspective; Profit; Open Source Distribution; Emerging Markets
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Kumar, Vineet, Brett Gordon, and Kannan Srinivasan. "Competitive Strategy for Open Source Software." Marketing Science 30, no. 6 (November–December 2011): 1066–1078.
  • 24 Feb 2020
  • Research & Ideas

The Hidden Vulnerabilities of Open Source Software

underscore the importance of understanding where open source is most used and could be vulnerable to attack. The report, ‘Vulnerabilities in the Core,’ a Preliminary Report and Census II of View Details
Keywords: by Frank Nagle and Jenny Hoffman; Computer
  • September 2023
  • Technical Note

Free and Open Source Software and Hardware

By: Frank Nagle
This technical note surveys the concepts of free and open source software and hardware. It introduces the concepts in general, providing a brief history of their development and numerous examples of how companies employ them in practice. Further, it identifies various... View Details
Keywords: Corporate Strategy; Collaborative Innovation and Invention; Technological Innovation; Nonprofit Organizations; Competitive Strategy; Patents; Information Technology; Business Model; Open Source Distribution; Applications and Software; Information Technology Industry; Technology Industry
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Nagle, Frank. "Free and Open Source Software and Hardware." Harvard Business School Technical Note 724-380, September 2023.
  • November 2023
  • Article

Open Source Software and Global Entrepreneurship

By: Nataliya Langburd Wright, Frank Nagle and Shane Greenstein
This is the first study to consider the relationship between open source software (OSS) and entrepreneurship around the globe. This study measures whether country-level participation on the GitHub OSS platform affects the founding of innovative ventures, and where it... View Details
Keywords: Entrepreneurship; Applications and Software; Business Ventures; Development Economics; Innovation and Invention; Global Range
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Wright, Nataliya Langburd, Frank Nagle, and Shane Greenstein. "Open Source Software and Global Entrepreneurship." Art. 104846. Research Policy 52, no. 9 (November 2023).

    Perspectives on Free and Open Source Software

    Perspectives on Free and Open Source Software

    What is the status of the Free and Open Source Software (F/OSS) revolution? Has the creation of software... View Details

    • June 2025
    • Technical Note

    Open Source Software and Hardware Business Models

    By: Frank Nagle and Richie Zitomer
    Open source software (OSS) and open source hardware (OSH) have evolved from community-driven projects into mainstream phenomena with diverse commercial business models. In OSS, the source code is freely available for use, modification, and redistribution under open... View Details
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    Nagle, Frank, and Richie Zitomer. "Open Source Software and Hardware Business Models." Harvard Business School Technical Note 725-489, September 2025.
    • 11 Jan 2010
    • Research & Ideas

    Mixing Open Source and Proprietary Software Strategies

    that market segment. We find that when the value of the complementary good and user innovation is low (meaning that the technical possibilities for users to improve the software are limited), the firm will choose a mixed View Details
    Keywords: by Julia Hanna; Web Services
    • 09 Feb 2021
    • News

    Open Source Developers Could be Worth Billions

    • June 2025
    • Teaching Note

    AI at QuantumBlack: McKinsey's Open Source Dilemma

    By: Frank Nagle, Sam Boysel and Susan Pinckney
    Teaching Note for HBS Case No. 725-433. The case describes the history of QuantumBlack. In 2015, McKinsey acquired data analytics company QuantumBlack. QuantumBlack produced Kedro, a ML data pipeline tool that helped McKinsey’s customers manage their data in an... View Details
    Keywords: Business Growth and Maturation; Business Model; Change Management; Transformation; Customer Focus and Relationships; Decision Making; Financial Strategy; AI and Machine Learning; Digital Platforms; Technological Innovation; Copyright; Growth and Development Strategy; Market Timing; Risk and Uncertainty; Competition; Mergers and Acquisitions; Analytics and Data Science; Applications and Software; Open Source Distribution; Computer Industry; Consulting Industry
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    Nagle, Frank, Sam Boysel, and Susan Pinckney. "AI at QuantumBlack: McKinsey's Open Source Dilemma." Harvard Business School Teaching Note 725-473, June 2025.
    • May 29, 2018
    • Article

    A Study of NASA Scientists Shows How to Overcome Barriers to Open Innovation

    By: Hila Lifshitz - Assaf, Michael Tushman and Karim R. Lakhani
    Keywords: Open Innovation; Nasa
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    Lifshitz - Assaf, Hila, Michael Tushman, and Karim R. Lakhani. "A Study of NASA Scientists Shows How to Overcome Barriers to Open Innovation." Harvard Business Review (website) (May 29, 2018).
    • 02 Mar 2011
    • Research & Ideas

    Managing the Open Source vs. Proprietary Decision

    Editor's note: In their new book, The Comingled Code: Open Source and Economic Development, HBS professor Josh Lerner and London School of Economics professor Mark Schankerman look at the impact of View Details
    Keywords: by Josh Lerner & Mark Schankerman; Technology
    • 2010
    • Book

    The Comingled Code: Open Source and Economic Development

    By: Josh Lerner and Mark Schankerman
    Discussions of the economic impact of open source software often generate more heat than light. Advocates passionately assert the benefits of open source, while critics decry its effects. Missing from the debate is rigorous economic analysis and systematic... View Details
    Keywords: Development Economics; Economic Growth; Policy; Government and Politics; Open Source Distribution; Software
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    Lerner, Josh, and Mark Schankerman. The Comingled Code: Open Source and Economic Development. MIT Press, 2010.
    • March 2019
    • Article

    Open Source Software and Firm Productivity

    By: Frank Nagle
    As open source software (OSS) is increasingly used as a key input by firms, understanding its impact on productivity becomes critical. This study measures the firm-level productivity impact of nonpecuniary (free) OSS and finds a positive and significant value-added... View Details
    Keywords: Applications and Software; Open Source Distribution; Performance Productivity; Information Technology; Strategy
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    Nagle, Frank. "Open Source Software and Firm Productivity." Management Science 65, no. 3 (March 2019): 1191–1215.
    • 18 Feb 2020
    • News

    The Linux Foundation and Harvard’s Lab for Innovation Science Release Census for Open Source Software Security

      The Comingled Code: Open Source and Economic Development

      Discussions of the economic impact of open source software often generate more heat than light. Advocates passionately assert the benefits of open source while critics decry its effects. Missing from the debate is rigorous economic analysis and systematic economic... View Details

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