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Open Collaboration for Innovation: Principles and Performance

Author

Listed:
  • Sheen S. Levine

    (Columbia University, New York, New York 10027)

  • Michael J. Prietula

    (Emory University, Atlanta, Georgia 30322)

Abstract

The principles of open collaboration for innovation (and production), once distinctive to open source software, are now found in many other ventures. Some of these ventures are Internet based: for example, Wikipedia and online communities. Others are off-line: they are found in medicine, science, and everyday life. Such ventures have been affecting traditional firms and may represent a new organizational form. Despite the impact of such ventures, their operating principles and performance are not well understood. Here we define open collaboration (OC), the underlying set of principles, and propose that it is a robust engine for innovation and production. First, we review multiple OC ventures and identify four defining principles. In all instances, participants create goods and services of economic value, they exchange and reuse each other’s work, they labor purposefully with just loose coordination, and they permit anyone to contribute and consume. These principles distinguish OC from other organizational forms, such as firms or cooperatives. Next, we turn to performance. To understand the performance of OC, we develop a computational model, combining innovation theory with recent evidence on human cooperation. We identify and investigate three elements that affect performance: the cooperativeness of participants, the diversity of their needs, and the degree to which the goods are rival (subtractable). Through computational experiments, we find that OC performs well even in seemingly harsh environments: when cooperators are a minority, free riders are present, diversity is lacking, or goods are rival. We conclude that OC is viable and likely to expand into new domains. The findings also inform the discussion on new organizational forms, collaborative and communal.

Suggested Citation

  • Sheen S. Levine & Michael J. Prietula, 2014. "Open Collaboration for Innovation: Principles and Performance," Organization Science, INFORMS, vol. 25(5), pages 1414-1433, October.
  • Handle: RePEc:inm:ororsc:v:25:y:2014:i:5:p:1414-1433
    DOI: 10.1287/orsc.2013.0872
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    References listed on IDEAS

    as
    1. Franke, Nikolaus & Hippel, Eric von, 2003. "Satisfying heterogeneous user needs via innovation toolkits: the case of Apache security software," Research Policy, Elsevier, vol. 32(7), pages 1199-1215, July.
    2. Constance Elise Porter & Naveen Donthu, 2008. "Cultivating Trust and Harvesting Value in Virtual Communities," Management Science, INFORMS, vol. 54(1), pages 113-128, January.
    3. Josh Lerner & Jean Tirole, 2002. "Some Simple Economics of Open Source," Journal of Industrial Economics, Wiley Blackwell, vol. 50(2), pages 197-234, June.
    4. Ananish Chaudhuri & Tirnud Paichayontvijit, 2006. "Conditional cooperation and voluntary contributions to a public good," Economics Bulletin, AccessEcon, vol. 3(8), pages 1-14.
    5. West, Joel, 2003. "How open is open enough?: Melding proprietary and open source platform strategies," Research Policy, Elsevier, vol. 32(7), pages 1259-1285, July.
    6. Fischbacher, Urs & Gachter, Simon & Fehr, Ernst, 2001. "Are people conditionally cooperative? Evidence from a public goods experiment," Economics Letters, Elsevier, vol. 71(3), pages 397-404, June.
    7. Shane Greenstein & Feng Zhu, 2012. "Is Wikipedia Biased?," American Economic Review, American Economic Association, vol. 102(3), pages 343-348, May.
    8. Nicholas Economides & Evangelos Katsamakas, 2006. "Two-Sided Competition of Proprietary vs. Open Source Technology Platforms and the Implications for the Software Industry," Management Science, INFORMS, vol. 52(7), pages 1057-1071, July.
    9. Francisco C. Santos & Marta D. Santos & Jorge M. Pacheco, 2008. "Social diversity promotes the emergence of cooperation in public goods games," Nature, Nature, vol. 454(7201), pages 213-216, July.
    10. Baldwin, Carliss & Hienerth, Christoph & von Hippel, Eric, 2006. "How user innovations become commercial products: A theoretical investigation and case study," Research Policy, Elsevier, vol. 35(9), pages 1291-1313, November.
    11. Carliss Y. Baldwin & Kim B. Clark, 2006. "The Architecture of Participation: Does Code Architecture Mitigate Free Riding in the Open Source Development Model?," Management Science, INFORMS, vol. 52(7), pages 1116-1127, July.
    12. Anna Dreber & David G. Rand & Drew Fudenberg & Martin A. Nowak, 2008. "Winners don’t punish," Nature, Nature, vol. 452(7185), pages 348-351, March.
    13. repec:ebl:ecbull:v:3:y:2006:i:8:p:1-14 is not listed on IDEAS
    14. Henkel, Joachim, 2006. "Selective revealing in open innovation processes: The case of embedded Linux," Research Policy, Elsevier, vol. 35(7), pages 953-969, September.
    15. Robert W. Hahn, 2005. "Intellectual Property Rights in Frontier Industries: Software and Biotechnology," Books, American Enterprise Institute, number 51596, September.
    16. Urs Fischbacher & Simon Gachter, 2010. "Social Preferences, Beliefs, and the Dynamics of Free Riding in Public Goods Experiments," American Economic Review, American Economic Association, vol. 100(1), pages 541-556, March.
    17. George Kuk, 2006. "Strategic Interaction and Knowledge Sharing in the KDE Developer Mailing List," Management Science, INFORMS, vol. 52(7), pages 1031-1042, July.
    18. 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.
    19. Richard P. Bagozzi & Utpal M. Dholakia, 2006. "Open Source Software User Communities: A Study of Participation in Linux User Groups," Management Science, INFORMS, vol. 52(7), pages 1099-1115, July.
    20. Martin A. Nowak & Karl Sigmund, 1998. "Evolution of indirect reciprocity by image scoring," Nature, Nature, vol. 393(6685), pages 573-577, June.
    21. Samer Faraj & Sirkka L. Jarvenpaa & Ann Majchrzak, 2011. "Knowledge Collaboration in Online Communities," Organization Science, INFORMS, vol. 22(5), pages 1224-1239, October.
    22. Michael Prietula & Kathleen Carley & Les Gasser (ed.), 1998. "Simulating Organizations: Computational Models of Institutions and Groups," MIT Press Books, The MIT Press, edition 1, volume 1, number 026266108x, April.
    23. M. Levati & Andrea Morone & Annamaria Fiore, 2009. "Voluntary contributions with imperfect information: An experimental study," Public Choice, Springer, vol. 138(1), pages 199-216, January.
    24. Simon Gächter & Christian Thöni, 2005. "Social Learning and Voluntary Cooperation Among Like-Minded People," Journal of the European Economic Association, MIT Press, vol. 3(2-3), pages 303-314, 04/05.
    25. Harhoff, Dietmar & Henkel, Joachim & von Hippel, Eric, 2003. "Profiting from voluntary information spillovers: how users benefit by freely revealing their innovations," Research Policy, Elsevier, vol. 32(10), pages 1753-1769, December.
    26. M.A. Nowak & K. Sigmund, 1998. "Evolution of Indirect Reciprocity by Image Scoring/ The Dynamics of Indirect Reciprocity," Working Papers ir98040, International Institute for Applied Systems Analysis.
    27. Ernst Fehr & Urs Fischbacher, 2003. "The nature of human altruism," Nature, Nature, vol. 425(6960), pages 785-791, October.
    28. Aaron K. Chatterji & Kira Fabrizio, 2012. "How Do Product Users Influence Corporate Invention?," Organization Science, INFORMS, vol. 23(4), pages 971-987, August.
    29. Levinthal, Daniel & March, James G., 1981. "A model of adaptive organizational search," Journal of Economic Behavior & Organization, Elsevier, vol. 2(4), pages 307-333, December.
    30. Sheen S. Levine & Michael J. Prietula, 2012. "How Knowledge Transfer Impacts Performance: A Multilevel Model of Benefits and Liabilities," Organization Science, INFORMS, vol. 23(6), pages 1748-1766, December.
    31. Ramon Casadesus-Masanell & Pankaj Ghemawat, 2006. "Dynamic Mixed Duopoly: A Model Motivated by Linux vs. Windows," Management Science, INFORMS, vol. 52(7), pages 1072-1084, July.
    32. Sirkka L. Jarvenpaa & Ann Majchrzak, 2008. "Knowledge Collaboration Among Professionals Protecting National Security: Role of Transactive Memories in Ego-Centered Knowledge Networks," Organization Science, INFORMS, vol. 19(2), pages 260-276, April.
    33. Franke, Nikolaus & Shah, Sonali, 2003. "How communities support innovative activities: an exploration of assistance and sharing among end-users," Research Policy, Elsevier, vol. 32(1), pages 157-178, January.
    34. Jim Giles, 2005. "Internet encyclopaedias go head to head," Nature, Nature, vol. 438(7070), pages 900-901, December.
    35. von Krogh, Georg & von Hippel, Eric, 2003. "Special issue on open source software development," Research Policy, Elsevier, vol. 32(7), pages 1149-1157, July.
    36. Vineet Kumar & Brett R. Gordon & Kannan Srinivasan, 2011. "Competitive Strategy for Open Source Software," Marketing Science, INFORMS, vol. 30(6), pages 1066-1078, November.
    37. Carliss Y. Baldwin, 2008. "Where do transactions come from? Modularity, transactions, and the boundaries of firms," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 17(1), pages 155-195, February.
    38. Bonaccorsi, Andrea & Rossi, Cristina, 2003. "Why Open Source software can succeed," Research Policy, Elsevier, vol. 32(7), pages 1243-1258, July.
    39. Paul S. Adler & Seok-Woo Kwon & Charles Heckscher, 2008. "Perspective---Professional Work: The Emergence of Collaborative Community," Organization Science, INFORMS, vol. 19(2), pages 359-376, April.
    40. Cinyabuguma, Matthias & Page, Talbot & Putterman, Louis, 2005. "Cooperation under the threat of expulsion in a public goods experiment," Journal of Public Economics, Elsevier, vol. 89(8), pages 1421-1435, August.
    41. Stefan Haefliger & Georg von Krogh & Sebastian Spaeth, 2008. "Code Reuse in Open Source Software," Management Science, INFORMS, vol. 54(1), pages 180-193, January.
    42. Leach,John, 2004. "A Course in Public Economics," Cambridge Books, Cambridge University Press, number 9780521535670, October.
    43. Stephen M. Maurer & Suzanne Scotchmer, 2006. "Open Source Software: The New Intellectual Property Paradigm," NBER Working Papers 12148, National Bureau of Economic Research, Inc.
    44. Yubo Chen & Jinhong Xie, 2008. "Online Consumer Review: Word-of-Mouth as a New Element of Marketing Communication Mix," Management Science, INFORMS, vol. 54(3), pages 477-491, March.
    45. Rishab Aiyer Ghosh, 1998. "Cooking pot Markets: an Economic Model for the Trade in Free Goods and Services on the Internet," Brazilian Electronic Journal of Economics, Department of Economics, Universidade Federal de Pernambuco, vol. 1(1), July.
    46. von Krogh, Georg & Spaeth, Sebastian & Lakhani, Karim R., 2003. "Community, joining, and specialization in open source software innovation: a case study," Research Policy, Elsevier, vol. 32(7), pages 1217-1241, July.
    47. Dahlander, Linus & Wallin, Martin W., 2006. "A man on the inside: Unlocking communities as complementary assets," Research Policy, Elsevier, vol. 35(8), pages 1243-1259, October.
    48. Kyle Lewis & Donald Lange & Lynette Gillis, 2005. "Transactive Memory Systems, Learning, and Learning Transfer," Organization Science, INFORMS, vol. 16(6), pages 581-598, December.
    49. Bolton, Gary E. & Katok, Elena & Ockenfels, Axel, 2005. "Cooperation among strangers with limited information about reputation," Journal of Public Economics, Elsevier, vol. 89(8), pages 1457-1468, August.
    50. Lars Bo Jeppesen & Karim R. Lakhani, 2010. "Marginality and Problem-Solving Effectiveness in Broadcast Search," Organization Science, INFORMS, vol. 21(5), pages 1016-1033, October.
    51. Cornes, Richard & Sandler, Todd, 1984. "Easy Riders, Joint Production, and Public Goods," Economic Journal, Royal Economic Society, vol. 94(375), pages 580-598, September.
    52. Georg von Krogh & Eric von Hippel, 2006. "The Promise of Research on Open Source Software," Management Science, INFORMS, vol. 52(7), pages 975-983, July.
    53. Simon Gachter & Ernst Fehr, 2000. "Cooperation and Punishment in Public Goods Experiments," American Economic Review, American Economic Association, vol. 90(4), pages 980-994, September.
    54. Zeitlyn, David, 2003. "Gift economies in the development of open source software: anthropological reflections," Research Policy, Elsevier, vol. 32(7), pages 1287-1291, July.
    55. Talbot Page & Louis Putterman & Bulent Unel, 2005. "Voluntary Association in Public Goods Experiments: Reciprocity, Mimicry and Efficiency," Economic Journal, Royal Economic Society, vol. 115(506), pages 1032-1053, October.
    56. David, Paul A, 1998. "Common Agency Contracting and the Emergence of "Open Science" Institutions," American Economic Review, American Economic Association, vol. 88(2), pages 15-21, May.
    57. Sonali K. Shah, 2006. "Motivation, Governance, and the Viability of Hybrid Forms in Open Source Software Development," Management Science, INFORMS, vol. 52(7), pages 1000-1014, July.
    58. Linus Dahlander & Siobhan O'Mahony, 2011. "Progressing to the Center: Coordinating Project Work," Organization Science, INFORMS, vol. 22(4), pages 961-979, August.
    59. Richard M. Burton & Børge Obel, 2011. "Computational Modeling for What-Is, What-Might-Be, and What-Should-Be Studies---And Triangulation," Organization Science, INFORMS, vol. 22(5), pages 1195-1202, October.
    60. Eric von Hippel & Georg von Krogh, 2003. "Open Source Software and the “Private-Collective” Innovation Model: Issues for Organization Science," Organization Science, INFORMS, vol. 14(2), pages 209-223, April.
    61. Xiaoquan (Michael) Zhang & Feng Zhu, 2011. "Group Size and Incentives to Contribute: A Natural Experiment at Chinese Wikipedia," American Economic Review, American Economic Association, vol. 101(4), pages 1601-1615, June.
    62. Leach,John, 2004. "A Course in Public Economics," Cambridge Books, Cambridge University Press, number 9780521828772, October.
    63. Lakhani, Karim R. & von Hippel, Eric, 2003. "How open source software works: "free" user-to-user assistance," Research Policy, Elsevier, vol. 32(6), pages 923-943, June.
    64. Andrea Bonaccorsi & Silvia Giannangeli & Cristina Rossi, 2006. "Entry Strategies Under Competing Standards: Hybrid Business Models in the Open Source Software Industry," Management Science, INFORMS, vol. 52(7), pages 1085-1098, July.
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