IDEAS home Printed from https://ideas.repec.org/a/inm/ororsc/v29y2018i4p569-587.html
   My bibliography  Save this article

Learning by Contributing: Gaining Competitive Advantage Through Contribution to Crowdsourced Public Goods

Author

Listed:
  • Frank Nagle

    (Marshall School of Business, University of Southern California, Los Angeles, California 90089)

Abstract

As the economy becomes more information based, firms are increasingly using crowdsourced public goods as inputs for innovation and production. Counterintuitively, some firms pay their employees to contribute to the creation of these goods, which can be used freely by their competitors. This study argues that such firms learn by contributing as they receive feedback from the crowd of more experienced users and are therefore able to better capture value from using the goods. Data on firm contributions to open source software (OSS), an important crowdsourced public good, is used to test the theoretical predictions. Using matching and panel data methods to help address endogeneity concerns, this study shows that contributing firms capture up to 100% more productive value from usage of OSS than their free-riding peers. Furthermore, this paper examines what types of contributions are most beneficial and in what technological environments such learning can best be applied.

Suggested Citation

  • Frank Nagle, 2018. "Learning by Contributing: Gaining Competitive Advantage Through Contribution to Crowdsourced Public Goods," Organization Science, INFORMS, vol. 29(4), pages 569-587, August.
  • Handle: RePEc:inm:ororsc:v:29:y:2018:i:4:p:569-587
    DOI: 10.1287/orsc.2018.1202
    as

    Download full text from publisher

    File URL: https://doi.org/10.1287/orsc.2018.1202
    Download Restriction: no

    File URL: https://libkey.io/10.1287/orsc.2018.1202?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Greenstein, Shane & Nagle, Frank, 2014. "Digital dark matter and the economic contribution of Apache," Research Policy, Elsevier, vol. 43(4), pages 623-631.
    2. Eric von Hippel, 1986. "Lead Users: A Source of Novel Product Concepts," Management Science, INFORMS, vol. 32(7), pages 791-805, July.
    3. Bruce Kogut & Udo Zander, 1992. "Knowledge of the Firm, Combinative Capabilities, and the Replication of Technology," Organization Science, INFORMS, vol. 3(3), pages 383-397, August.
    4. Josh Lerner & Jean Tirole, 2002. "Some Simple Economics of Open Source," Journal of Industrial Economics, Wiley Blackwell, vol. 50(2), pages 197-234, June.
    5. Timothy Simcoe, 2012. "Standard Setting Committees: Consensus Governance for Shared Technology Platforms," American Economic Review, American Economic Association, vol. 102(1), pages 305-336, February.
    6. Robert G. Fichman & Chris F. Kemerer, 1997. "The Assimilation of Software Process Innovations: An Organizational Learning Perspective," Management Science, INFORMS, vol. 43(10), pages 1345-1363, October.
    7. Nicholas Bloom & John Van Reenen, 2007. "Measuring and Explaining Management Practices Across Firms and Countries," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(4), pages 1351-1408.
    8. Chris Forman & Avi Goldfarb & Shane Greenstein, 2008. "Understanding the Inputs into Innovation: Do Cities Substitute for Internal Firm Resources?," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 17(2), pages 295-316, June.
    9. Ramon Casadesus-Masanell & Gastón Llanes, 2011. "Mixed Source," Management Science, INFORMS, vol. 57(7), pages 1212-1230, July.
    10. Ikujiro Nonaka, 1994. "A Dynamic Theory of Organizational Knowledge Creation," Organization Science, INFORMS, vol. 5(1), pages 14-37, February.
    11. Timothy F. Bresnahan & Erik Brynjolfsson & Lorin M. Hitt, 2002. "Information Technology, Workplace Organization, and the Demand for Skilled Labor: Firm-Level Evidence," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 117(1), pages 339-376.
    12. Anne Marie Knott, 2016. "Outsourced R&D and GDP Growth," Working Papers 16-19, Center for Economic Studies, U.S. Census Bureau.
    13. Elizabeth J. Altman & Frank Nagle & Michael L. Tushman, 2013. "Innovating Without Information Constraints: Organizations, Communities, and Innovation When Information Costs Approach Zero," Harvard Business School Working Papers 14-043, Harvard Business School, revised Sep 2014.
    14. Bart S. Vanneste & Phanish Puranam, 2010. "Repeated Interactions and Contractual Detail: Identifying the Learning Effect," Organization Science, INFORMS, vol. 21(1), pages 186-201, February.
    15. Thompson, Peter, 2010. "Learning by Doing," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 1, chapter 0, pages 429-476, Elsevier.
    16. Bergstrom, Theodore & Blume, Lawrence & Varian, Hal, 1986. "On the private provision of public goods," Journal of Public Economics, Elsevier, vol. 29(1), pages 25-49, February.
    17. Felin, Teppo & Zenger, Todd R., 2014. "Closed or open innovation? Problem solving and the governance choice," Research Policy, Elsevier, vol. 43(5), pages 914-925.
    18. Dilan Aksoy-Yurdagul, 2015. "The Impact of Open Source Software Commercialization on Firm Value," Industry and Innovation, Taylor & Francis Journals, vol. 22(1), pages 1-17, January.
    19. Bronwyn H. Hall & Nathan Rosenberg (ed.), 2010. "Handbook of the Economics of Innovation," Handbook of the Economics of Innovation, Elsevier, edition 1, volume 1, number 1.
    20. Rachel Griffith & Stephen Redding & John Van Reenen, 2003. "R&D and Absorptive Capacity: Theory and Empirical Evidence," Scandinavian Journal of Economics, Wiley Blackwell, vol. 105(1), pages 99-118, March.
    21. Anne Marie Knott & David J. Bryce & Hart E. Posen, 2003. "On the Strategic Accumulation of Intangible Assets," Organization Science, INFORMS, vol. 14(2), pages 192-207, April.
    22. Henk W. Volberda & Nicolai J. Foss & Marjorie A. Lyles, 2010. "PERSPECTIVE---Absorbing the Concept of Absorptive Capacity: How to Realize Its Potential in the Organization Field," Organization Science, INFORMS, vol. 21(4), pages 931-951, August.
    23. Joseph T. Mahoney & Anita M. McGahan & Christos N. Pitelis, 2009. "Perspective ---The Interdependence of Private and Public Interests," Organization Science, INFORMS, vol. 20(6), pages 1034-1052, December.
    24. 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.
    25. Erik Brynjolfsson & Lorin M. Hitt, 2003. "Computing Productivity: Firm-Level Evidence," The Review of Economics and Statistics, MIT Press, vol. 85(4), pages 793-808, November.
    26. Herriott, Scott R & Levinthal, Daniel & March, James G, 1985. "Learning from Experience in Organizations," American Economic Review, American Economic Association, vol. 75(2), pages 298-302, May.
    27. Henkel, Joachim, 2006. "Selective revealing in open innovation processes: The case of embedded Linux," Research Policy, Elsevier, vol. 35(7), pages 953-969, September.
    28. George P. Huber, 1991. "Organizational Learning: The Contributing Processes and the Literatures," Organization Science, INFORMS, vol. 2(1), pages 88-115, February.
    29. K. J. Arrow, 1971. "The Economic Implications of Learning by Doing," Palgrave Macmillan Books, in: F. H. Hahn (ed.), Readings in the Theory of Growth, chapter 11, pages 131-149, Palgrave Macmillan.
    30. Susan Athey & Glenn Ellison, 2014. "Dynamics of Open Source Movements," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 23(2), pages 294-316, June.
    31. Josh Lerner & Parag A. Pathak & Jean Tirole, 2006. "The Dynamics of Open-Source Contributors," American Economic Review, American Economic Association, vol. 96(2), pages 114-118, May.
    32. Paul Attewell, 1992. "Technology Diffusion and Organizational Learning: The Case of Business Computing," Organization Science, INFORMS, vol. 3(1), pages 1-19, February.
    33. Drew Fudenberg & Jean Tirole, 1983. "Learning-by-Doing and Market Performance," Bell Journal of Economics, The RAND Corporation, vol. 14(2), pages 522-530, Autumn.
    34. Forman, Chris & Goldfarb, Avi & Greenstein, Shane, 2005. "How did location affect adoption of the commercial Internet? Global village vs. urban leadership," Journal of Urban Economics, Elsevier, vol. 58(3), pages 389-420, November.
    35. Hart E. Posen & John S. Chen, 2013. "An Advantage of Newness: Vicarious Learning Despite Limited Absorptive Capacity," Organization Science, INFORMS, vol. 24(6), pages 1701-1716, December.
    36. Prasanna Tambe & Lorin M. Hitt & Erik Brynjolfsson, 2012. "The Extroverted Firm: How External Information Practices Affect Innovation and Productivity," Management Science, INFORMS, vol. 58(5), pages 843-859, May.
    37. 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.
    38. Joel West & Karim Lakhani, 2008. "Getting Clear About Communities in Open Innovation," Industry and Innovation, Taylor & Francis Journals, vol. 15(2), pages 223-231.
    39. Rachelle C. Sampson, 2005. "Experience effects and collaborative returns in R&D alliances," Strategic Management Journal, Wiley Blackwell, vol. 26(11), pages 1009-1031, November.
    40. Gonçalo Pacheco‐de‐Almeida & Peter B. Zemsky, 2012. "Some like it free: Innovators' Strategic use of Disclosure to slow down Competition," Strategic Management Journal, Wiley Blackwell, vol. 33(7), pages 773-793, July.
    41. Prasanna Tambe & Lorin M. Hitt, 2012. "The Productivity of Information Technology Investments: New Evidence from IT Labor Data," Information Systems Research, INFORMS, vol. 23(3-part-1), pages 599-617, September.
    42. Gonçalo Pacheco de Almeida & Peter Zemsky, 2012. "Some Like It Free: Innovators Strategic Use of Disclosure to Slow Down Competition," Post-Print hal-00854004, HAL.
    43. Henkel, Joachim & Schöberl, Simone & Alexy, Oliver, 2014. "The emergence of openness: How and why firms adopt selective revealing in open innovation," Research Policy, Elsevier, vol. 43(5), pages 879-890.
    44. Linus Dahlander, 2007. "Penguin in a new suit: a tale of how de novo entrants emerged to harness free and open source software communities," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 16(5), pages 913-943, October.
    45. Cohen, Wesley M & Levinthal, Daniel A, 1989. "Innovation and Learning: The Two Faces of R&D," Economic Journal, Royal Economic Society, vol. 99(397), pages 569-596, September.
    46. Gonçalo Pacheco-De-Almeida & Peter B. Zemsky, 2012. "Some like it free: Innovators' Strategic use of Disclosure to slow down Competition," Post-Print hal-00696877, HAL.
    47. 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.
    48. Bruce Kogut, 2000. "The network as knowledge: generative rules and the emergence of structure," Strategic Management Journal, Wiley Blackwell, vol. 21(3), pages 405-425, March.
    49. 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.
    50. Sharon Belenzon & Mark Schankerman, 2015. "Motivation and sorting of human capital in open innovation," Strategic Management Journal, Wiley Blackwell, vol. 36(6), pages 795-820, June.
    51. Daniel A. Levinthal, 1997. "Adaptation on Rugged Landscapes," Management Science, INFORMS, vol. 43(7), pages 934-950, July.
    52. Dahlander, Linus & Magnusson, Mats G., 2005. "Relationships between open source software companies and communities: Observations from Nordic firms," Research Policy, Elsevier, vol. 34(4), pages 481-493, May.
    53. Rebecca Henderson & Iain Cockburn, 1994. "Measuring Competence? Exploring Firm Effects in Pharmaceutical Research," Strategic Management Journal, Wiley Blackwell, vol. 15(S1), pages 63-84, December.
    54. Mahoney, Joseph & McGahan, Anita & Pitelis, Christos, 2009. "The Interdependence of Private and Public Interests," Papers DYNREG40, Economic and Social Research Institute (ESRI).
    55. Susan Biancani & Daniel A. McFarland & Linus Dahlander, 2014. "The Semiformal Organization," Organization Science, INFORMS, vol. 25(5), pages 1306-1324, October.
    56. Bertrand Moingeon & Amy Edmondson, 1998. "From Organizational Learning to the Learning Organization," Post-Print hal-00465872, HAL.
    57. Bruce Kogut & Udo Zander, 1996. "What Firms Do? Coordination, Identity, and Learning," Organization Science, INFORMS, vol. 7(5), pages 502-518, October.
    58. Erik Brynjolfsson & Lorin Hitt, 1996. "Paradox Lost? Firm-Level Evidence on the Returns to Information Systems Spending," Management Science, INFORMS, vol. 42(4), pages 541-558, April.
    59. 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.
    60. Sanjeev Dewan & Chung-ki Min, 1997. "The Substitution of Information Technology for Other Factors of Production: A Firm Level Analysis," Management Science, INFORMS, vol. 43(12), pages 1660-1675, December.
    61. Linda Argote & Sara L. Beckman & Dennis Epple, 1990. "The Persistence and Transfer of Learning in Industrial Settings," Management Science, INFORMS, vol. 36(2), pages 140-154, February.
    62. Belenzon, Sharon & Schankerman, Mark, 2015. "Motivation and sorting of human capital in open innovation," LSE Research Online Documents on Economics 58514, London School of Economics and Political Science, LSE Library.
    63. Chris Forman, 2005. "The Corporate Digital Divide: Determinants of Internet Adoption," Management Science, INFORMS, vol. 51(4), pages 641-654, April.
    64. Ajay Bhaskarabhatla & Deepak Hegde, 2014. "An Organizational Perspective on Patenting and Open Innovation," Organization Science, INFORMS, vol. 25(6), pages 1744-1763, December.
    65. Andrea Fosfuri & Marco S. Giarratana & Alessandra Luzzi, 2008. "The Penguin Has Entered the Building: The Commercialization of Open Source Software Products," Organization Science, INFORMS, vol. 19(2), pages 292-305, April.
    66. 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.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Alfonso Gambardella & Eric von Hippel, 2019. "Open Sourcing as a Profit-Maximizing Strategy for Downstream Firms," Strategy Science, INFORMS, vol. 4(1), pages 41-57, March.
    2. Wright, Nataliya Langburd & Nagle, Frank & Greenstein, Shane, 2023. "Open source software and global entrepreneurship," Research Policy, Elsevier, vol. 52(9).
    3. Erdem Dogukan Yilmaz & Tim Meyer & Milan Miric, 2023. "Preventing Others from Commercializing Your Innovation: Evidence from Creative Commons Licenses," Papers 2309.00536, arXiv.org.
    4. Siobhan O'Mahony & Rebecca Karp, 2022. "From proprietary to collective governance: How do platform participation strategies evolve?," Strategic Management Journal, Wiley Blackwell, vol. 43(3), pages 530-562, March.
    5. Knut Blind & Mirko Bohm, 2019. "The Relationship Between Open Source Software and Standard Setting," JRC Research Reports JRC117836, Joint Research Centre.
    6. Wachs, Johannes & Nitecki, Mariusz & Schueller, William & Polleres, Axel, 2022. "The Geography of Open Source Software: Evidence from GitHub," Technological Forecasting and Social Change, Elsevier, vol. 176(C).
    7. Peng Huang & Marco Ceccagnoli & Chris Forman & D.J. Wu, 2022. "IT Knowledge Spillovers, Absorptive Capacity, and Productivity: Evidence from Enterprise Software," Information Systems Research, INFORMS, vol. 33(3), pages 908-934, September.
    8. Abhishek Nagaraj, 2021. "Information Seeding and Knowledge Production in Online Communities: Evidence from OpenStreetMap," Management Science, INFORMS, vol. 67(8), pages 4908-4934, August.
    9. Shane Greenstein & Grace Gu & Feng Zhu, 2021. "Ideology and Composition Among an Online Crowd: Evidence from Wikipedians," Management Science, INFORMS, vol. 67(5), pages 3067-3086, May.
    10. Bessen, James & Impink, Stephen Michael & Reichensperger, Lydia & Seamans, Robert, 2022. "The role of data for AI startup growth," Research Policy, Elsevier, vol. 51(5).
    11. Wei Chen & Fujie Jin & Ling Xue, 2022. "Flourish or Perish? The Impact of Technological Acquisitions on Contributions to Open-Source Software," Information Systems Research, INFORMS, vol. 33(3), pages 867-886, September.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Frank Nagle, 2019. "Open Source Software and Firm Productivity," Management Science, INFORMS, vol. 65(3), pages 1191-1215, March.
    2. Prasanna Tambe, 2014. "Big Data Investment, Skills, and Firm Value," Management Science, INFORMS, vol. 60(6), pages 1452-1469, June.
    3. Peng Huang & Marco Ceccagnoli & Chris Forman & D.J. Wu, 2022. "IT Knowledge Spillovers, Absorptive Capacity, and Productivity: Evidence from Enterprise Software," Information Systems Research, INFORMS, vol. 33(3), pages 908-934, September.
    4. Forman, Chris & van Zeebroeck, Nicolas, 2019. "Digital technology adoption and knowledge flows within firms: Can the Internet overcome geographic and technological distance?," Research Policy, Elsevier, vol. 48(8), pages 1-1.
    5. Prasanna Tambe & Lorin M. Hitt, 2014. "Job Hopping, Information Technology Spillovers, and Productivity Growth," Management Science, INFORMS, vol. 60(2), pages 338-355, February.
    6. Adrián Kovács & Bart Looy & Bruno Cassiman, 2015. "Exploring the scope of open innovation: a bibliometric review of a decade of research," Scientometrics, Springer;Akadémiai Kiadó, vol. 104(3), pages 951-983, September.
    7. Engelhardt, Sebastian v. & Freytag, Andreas, 2013. "Institutions, culture, and open source," Journal of Economic Behavior & Organization, Elsevier, vol. 95(C), pages 90-110.
    8. Stam, Wouter, 2009. "When does community participation enhance the performance of open source software companies?," Research Policy, Elsevier, vol. 38(8), pages 1288-1299, October.
    9. Sheen S. Levine & Michael J. Prietula, 2014. "Open Collaboration for Innovation: Principles and Performance," Organization Science, INFORMS, vol. 25(5), pages 1414-1433, October.
    10. Matt Germonprez & Julie E. Kendall & Kenneth E. Kendall & Lars Mathiassen & Brett Young & Brian Warner, 2017. "A Theory of Responsive Design: A Field Study of Corporate Engagement with Open Source Communities," Information Systems Research, INFORMS, vol. 28(1), pages 64-83, March.
    11. Hart E. Posen & John S. Chen, 2013. "An Advantage of Newness: Vicarious Learning Despite Limited Absorptive Capacity," Organization Science, INFORMS, vol. 24(6), pages 1701-1716, December.
    12. West, Joel & Kuk, George, 2016. "The complementarity of openness: How MakerBot leveraged Thingiverse in 3D printing," Technological Forecasting and Social Change, Elsevier, vol. 102(C), pages 169-181.
    13. Islam, Mazhar & Miller, Jacob & Park, Haemin Dennis, 2017. "But what will it cost me? How do private costs of participation affect open source software projects?," Research Policy, Elsevier, vol. 46(6), pages 1062-1070.
    14. Greenstein, Shane, 2010. "Innovative Conduct in Computing and Internet Markets," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 1, chapter 0, pages 477-537, Elsevier.
    15. Nicolai j. Foss & Lars Frederiksen & Francesco Rullani, 2016. "Problem‐formulation and problem‐solving in self‐organized communities: How modes of communication shape project behaviors in the free open‐source software community," Strategic Management Journal, Wiley Blackwell, vol. 37(13), pages 2589-2610, December.
    16. Martie-Louise Verreynne & Rui Torres de Oliveira & John Steen & Marta Indulska & Jerad A. Ford, 2020. "What motivates ‘free’ revealing? Measuring outbound non-pecuniary openness, innovation types and expectations of future profit growth," Scientometrics, Springer;Akadémiai Kiadó, vol. 124(1), pages 271-301, July.
    17. F. Rullani & L. Zirulia, 2011. "A supply side story for a threshold model: Endogenous growth of the free and open source community," Working Papers wp781, Dipartimento Scienze Economiche, Universita' di Bologna.
    18. Dahlander, Linus & Piezunka, Henning, 2014. "Open to suggestions: How organizations elicit suggestions through proactive and reactive attention," Research Policy, Elsevier, vol. 43(5), pages 812-827.
    19. Suhada, Thontowi A. & Ford, Jerad A. & Verreynne, Martie-Louise & Indulska, Marta, 2021. "Motivating individuals to contribute to firms’ non-pecuniary open innovation goals," Technovation, Elsevier, vol. 102(C).
    20. Stefan Schweikl & Robert Obermaier, 2020. "Lessons from three decades of IT productivity research: towards a better understanding of IT-induced productivity effects," Management Review Quarterly, Springer, vol. 70(4), pages 461-507, November.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:inm:ororsc:v:29:y:2018:i:4:p:569-587. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Chris Asher (email available below). General contact details of provider: https://edirc.repec.org/data/inforea.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.