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Exploring the Structure of Complex Software Designs: An Empirical Study of Open Source and Proprietary Code

Author

Listed:
  • Alan MacCormack

    (Harvard Business School, Soldiers Field, Boston, Massachusetts 02163)

  • John Rusnak

    (Harvard Business School, Soldiers Field, Boston, Massachusetts 02163)

  • Carliss Y. Baldwin

    (Harvard Business School, Soldiers Field, Boston, Massachusetts 02163)

Abstract

This paper reports data from a study that seeks to characterize the differences in design structure between complex software products. We use design structure matrices (DSMs) to map dependencies between the elements of a design and define metrics that allow us to compare the structures of different designs. We use these metrics to compare the architectures of two software products--the Linux operating system and the Mozilla Web browser--that were developed via contrasting modes of organization: specifically, open source versus proprietary development. We then track the evolution of Mozilla, paying attention to a purposeful "redesign" effort undertaken with the intention of making the product more "modular." We find significant differences in structure between Linux and the first version of Mozilla, suggesting that Linux had a more modular architecture. Yet we also find that the redesign of Mozilla resulted in an architecture that was significantly more modular than that of its predecessor and, indeed, than that of Linux. Our results, while exploratory, are consistent with a view that different modes of organization are associated with designs that possess different structures. However, they also suggest that purposeful managerial actions can have a significant impact in adapting a design's structure. This latter result is important given recent moves to release proprietary software into the public domain. These moves are likely to fail unless the product possesses an "architecture for participation."

Suggested Citation

  • Alan MacCormack & John Rusnak & Carliss Y. Baldwin, 2006. "Exploring the Structure of Complex Software Designs: An Empirical Study of Open Source and Proprietary Code," Management Science, INFORMS, vol. 52(7), pages 1015-1030, July.
    • Handle: RePEc:inm:ormnsc:v:52:y:2006:i:7:p:1015-1030
    DOI: 10.1287/mnsc.1060.0552
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    References listed on IDEAS

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    1. Rajiv D. Banker & Sandra A. Slaughter, 2000. "The Moderating Effects of Structure on Volatility and Complexity in Software Enhancement," Information Systems Research, INFORMS, vol. 11(3), pages 219-240, September.
    2. Sanderson, Susan & Uzumeri, Mustafa, 1995. "Managing product families: The case of the Sony Walkman," Research Policy, Elsevier, vol. 24(5), pages 761-782, September.
    3. Pimmler, Thomas U. (Thomas Udo) & Eppinger, Steven D., 1994. "Integration analysis of product decompositions," Working papers 3690-94., Massachusetts Institute of Technology (MIT), Sloan School of Management.
    4. Manuel E. Sosa & Steven D. Eppinger & Craig M. Rowles, 2004. "The Misalignment of Product Architecture and Organizational Structure in Complex Product Development," Management Science, INFORMS, vol. 50(12), pages 1674-1689, December.
    5. von Hippel, Eric, 1990. "Task partitioning: An innovation process variable," Research Policy, Elsevier, vol. 19(5), pages 407-418, October.
    6. Lee Fleming & Olav Sorenson, 2004. "Science as a map in technological search," Strategic Management Journal, Wiley Blackwell, vol. 25(8‐9), pages 909-928, August.
    7. Black, Thomas A. (Thomas Andrew), 1965- & Fine, Charles H. & Sachs, Emanuel M., 1990. "A method for systems design using precedence relationships : an application to automotive brake systems," Working papers 3208-90., Massachusetts Institute of Technology (MIT), Sloan School of Management.
    8. Ulrich, Karl, 1995. "The role of product architecture in the manufacturing firm," Research Policy, Elsevier, vol. 24(3), pages 419-440, May.
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