IDEAS home Printed from https://ideas.repec.org/p/cpr/ceprdp/11851.html
   My bibliography  Save this paper

Following the Code: Spillovers and Knowledge Transfer

Author

Listed:
  • Gandal, Neil
  • Stettner, Uriel
  • Naftaliev, Peter

Abstract

It is believed that there are significant knowledge spillovers in Open Source Software (OSS). If such spillovers exist, it is likely they occur via two channels: In the first channel, programmers take knowledge, expertise, and experience gained from one OSS project they work on and employ it in another OSS project they work on. In the second, programmers reuse software code by taking code from one OSS project and employing it in another OSS project. In previous work, we found knowledge spillovers via the first channel. In this paper we develop a methodology to measure software reuse at the micro-micro level in a large OSS network. We find that projects that reuse code from other projects have higher success. Controlling for code reuse, we also find knowledge spillovers from projects connected via common programmers. Thus, our empirical work suggests that knowledge spillovers occur via both channels.

Suggested Citation

  • Gandal, Neil & Stettner, Uriel & Naftaliev, Peter, 2017. "Following the Code: Spillovers and Knowledge Transfer," CEPR Discussion Papers 11851, C.E.P.R. Discussion Papers.
  • Handle: RePEc:cpr:ceprdp:11851
    as

    Download full text from publisher

    File URL: https://cepr.org/publications/DP11851
    Download Restriction: CEPR Discussion Papers are free to download for our researchers, subscribers and members. If you fall into one of these categories but have trouble downloading our papers, please contact us at subscribers@cepr.org
    ---><---

    As the access to this document is restricted, you may want to look for a different version below or search for a different version of it.

    Other versions of this item:

    References listed on IDEAS

    as
    1. Gandal, Neil & Stettner, Uriel, 2016. "Network dynamics and knowledge transfer in virtual organisations," International Journal of Industrial Organization, Elsevier, vol. 48(C), pages 270-290.
    2. Claussen, Jörg & Falck, Oliver & Grohsjean, Thorsten, 2012. "The strength of direct ties: Evidence from the electronic game industry," International Journal of Industrial Organization, Elsevier, vol. 30(2), pages 223-230.
    3. Matthew O. Jackson & Leeat Yariv, 2007. "Diffusion of Behavior and Equilibrium Properties in Network Games," American Economic Review, American Economic Association, vol. 97(2), pages 92-98, May.
    4. Joshua D. Angrist & Jörn-Steffen Pischke, 2009. "Mostly Harmless Econometrics: An Empiricist's Companion," Economics Books, Princeton University Press, edition 1, number 8769.
    5. Bengt Holmstrom, 1982. "Moral Hazard in Teams," Bell Journal of Economics, The RAND Corporation, vol. 13(2), pages 324-340, Autumn.
    6. Rajdeep Grewal & Gary L. Lilien & Girish Mallapragada, 2006. "Location, Location, Location: How Network Embeddedness Affects Project Success in Open Source Systems," Management Science, INFORMS, vol. 52(7), pages 1043-1056, July.
    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. Lee Branstetter & Neil Gandal & Nadav Kuniesky, 2017. "Network-Mediated Knowledge Spillovers: A Cross-Country Comparative Analysis of Information Security Innovations," NBER Working Papers 23808, National Bureau of Economic Research, Inc.

    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. Gandal, Neil & Stettner, Uriel, 2016. "Network dynamics and knowledge transfer in virtual organisations," International Journal of Industrial Organization, Elsevier, vol. 48(C), pages 270-290.
    2. Lee Branstetter & Neil Gandal & Nadav Kuniesky, 2017. "Network-Mediated Knowledge Spillovers: A Cross-Country Comparative Analysis of Information Security Innovations," NBER Working Papers 23808, National Bureau of Economic Research, Inc.
    3. Hyun Seok (Huck) Lee & Saravanan Kesavan & Camelia Kuhnen, 2022. "When do group incentives for retail store managers work?," Production and Operations Management, Production and Operations Management Society, vol. 31(8), pages 3077-3095, August.
    4. Bing Guo & Dennis C. Hutschenreiter & David Pérez-Castrillo & Anna Toldrà-Simats, 2023. "Institutional Blockholders and Corporate Innovation," Working Papers 1390, Barcelona School of Economics.
    5. Kang, Jun-Koo & Luo, Juan & Na, Hyun Seung, 2018. "Are institutional investors with multiple blockholdings effective monitors?," Journal of Financial Economics, Elsevier, vol. 128(3), pages 576-602.
    6. Kornelius Kraft & Julia Lang, 2016. "Just a Question of Selection? The Causal Effect of Profit Sharing on a Firm's Performance," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 55(3), pages 444-467, July.
    7. Gandal, Neil & Stettner, Uriel, 2014. "Network Dynamics and Knowledge Transfer in Virtual Organizations: Overcoming the Liability of Dispersion," CEPR Discussion Papers 9980, C.E.P.R. Discussion Papers.
    8. Gandal, Neil & Stettner, Uriel, 2015. "Network Dynamics and Knowledge Transfer: Network Dynamics and Knowledge Transfer in Virtual Organizations," Foerder Institute for Economic Research Working Papers 275835, Tel-Aviv University > Foerder Institute for Economic Research.
    9. Gandal, Neil & Cohen, Shani, 2019. "Networks and Spillovers in Software in Israeli Hi-Tech," CEPR Discussion Papers 13467, C.E.P.R. Discussion Papers.
    10. Yanrong Jia & Ananth Seetharaman & Yan Sun & Xu Wang, 2023. "Relative Performance Goals and Management Earnings Guidance," Journal of Business Ethics, Springer, vol. 183(4), pages 1045-1071, April.
    11. Lemma, Tesfaye T. & Negash, Minga & Mlilo, Mthokozisi & Lulseged, Ayalew, 2018. "Institutional ownership, product market competition, and earnings management: Some evidence from international data," Journal of Business Research, Elsevier, vol. 90(C), pages 151-163.
    12. Gabriele Ruiu & Giovanna Gonano, 2020. "Religious Barriers to the Diffusion of Same-sex Civil Unions in Italy," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 39(6), pages 1185-1203, December.
    13. Wright, Austin L. & Sonin, Konstantin & Driscoll, Jesse & Wilson, Jarnickae, 2020. "Poverty and economic dislocation reduce compliance with COVID-19 shelter-in-place protocols," Journal of Economic Behavior & Organization, Elsevier, vol. 180(C), pages 544-554.
    14. Guido de Blasio & Daniela Vuri, 2019. "Effects of the Joint Custody Law in Italy," Journal of Empirical Legal Studies, John Wiley & Sons, vol. 16(3), pages 479-514, September.
    15. Graves Jennifer & McMullen Steven & Rouse Kathryn, 2018. "Teacher Turnover, Composition and Qualifications in the Year-Round School Setting," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 18(3), pages 1-27, July.
    16. Alston Lee J. & Mueller Bernardo, 2018. "Priests, Conflicts and Property Rights: the Impacts on Tenancy and Land Use in Brazil," Man and the Economy, De Gruyter, vol. 5(1), pages 1-26, June.
    17. S Anukriti & Catalina Herrera‐Almanza & Praveen K. Pathak & Mahesh Karra, 2020. "Curse of the Mummy‐ji: The Influence of Mothers‐in‐Law on Women in India†," American Journal of Agricultural Economics, John Wiley & Sons, vol. 102(5), pages 1328-1351, October.
    18. Ellison, Richard B. & Ellison, Adrian B. & Greaves, Stephen P. & Sampaio, Breno, 2017. "Electronic ticketing systems as a mechanism for travel behaviour change? Evidence from Sydney’s Opal card," Transportation Research Part A: Policy and Practice, Elsevier, vol. 99(C), pages 80-93.
    19. Yusuke Matsuki, 2016. "A Distribution-Free Test of Monotonicity with an Application to Auctions," Working Papers e110, Tokyo Center for Economic Research.
    20. Jie Ren & Jar-Der Luo & Ke Rong, 2020. "How Do Venture Capitals Build Up Syndication Ecosystems for Sustainable Development?," Sustainability, MDPI, vol. 12(11), pages 1-14, May.

    More about this item

    Keywords

    Reuse of software code; Knowledge spillovers; Social network; Open source;
    All these keywords.

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    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:cpr:ceprdp:11851. 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: the person in charge (email available below). General contact details of provider: https://www.cepr.org .

    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.