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Network-Mediated Knowledge Spillovers in ICT/Information Security

Author

Listed:
  • Gandal Neil

    (Tel Aviv University & CEPR, Tel Aviv-Yafo, Israel)

  • Kunievsky Nadav

    (University of Chicago, Chicago, Illinois, USA)

  • Branstetter Lee

    (Carnegie Mellon University, Pittsburgh, Pennsylvania, USA)

Abstract

A large literature has used patent data to measure knowledge spillovers across inventions but few papers have explicitly measured the impact of the collaboration networks formed by inventors on the quality of invention. This paper develops a method to measure the impact of collaboration networks of inventors on invention quality. We apply this methodology to the information and communication technology (ICT) and information security sectors in Israel and find that the quality of Israeli inventions are systematically linked to the structure of the collaborative network in these sectors. We are very grateful to the editor Lukasz Grzybowski and an anonymous referee for very helpful comments and suggestions that significantly improved the paper. We thank the Maurice Falk Institute for Economic Research in Israel, Start-Up Nation Central, the U. S. National Science Foundation (SciSIP grants 1360165 and 1360170), and Portugal’s Foundation for Science and Technology for financial support of this research. Lee Branstetter’s work on this project was supported by the National Science Foundation and we thank Britta Glennon for excellent research assistance. We are also grateful to Tim Bresnahan, Eugene Kandel, Imke Reimers, and seminar/conference participants at the 19th CEPR IO conference, the 10th Paris conference on Digital Economics, Collegio Carlo Alberto, Hebrew University, Stanford University, Tel Aviv University, ad UC-Berkeley and for helpful comments and suggestions. © 2020 by Neil Gandal, Nadav Kunievsky, and Lee Branstetter. All rights reserved. Short sections of text, not to exceed two paragraphs, may be quoted without explicit permission provided that full credit, including the © notice, is given to the source.

Suggested Citation

  • Gandal Neil & Kunievsky Nadav & Branstetter Lee, 2021. "Network-Mediated Knowledge Spillovers in ICT/Information Security," Review of Network Economics, De Gruyter, vol. 19(2), pages 85-114, January.
    • Handle: RePEc:bpj:rneart:v:19:y:2021:i:2:p:85-114:n:2
    DOI: 10.1515/rne-2020-0034
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    References listed on IDEAS

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    1. Romer, Paul M, 1986. "Increasing Returns and Long-run Growth," Journal of Political Economy, University of Chicago Press, vol. 94(5), pages 1002-1037, October.
    2. Ashish Arora & Anand Nandkumar, 2012. "Insecure Advantage? Markets for Technology and the Value of Resources for Entrepreneurial Ventures," Strategic Management Journal, Wiley Blackwell, vol. 33(3), pages 231-251, March.
    3. 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.
    4. Branstetter, Lee, 2006. "Is foreign direct investment a channel of knowledge spillovers? Evidence from Japan's FDI in the United States," Journal of International Economics, Elsevier, vol. 68(2), pages 325-344, March.
    5. Stefano Breschi & Francesco Lissoni, 2009. "Mobility of skilled workers and co-invention networks: an anatomy of localized knowledge flows," Journal of Economic Geography, Oxford University Press, vol. 9(4), pages 439-468, July.
    6. Keller, Wolfgang, 1998. "Are international R&D spillovers trade-related?: Analyzing spillovers among randomly matched trade partners," European Economic Review, Elsevier, vol. 42(8), pages 1469-1481, September.
    7. Lee Branstetter & Kamal Saggi, 2011. "Intellectual Property Rights, Foreign Direct Investment and Industrial Development," Economic Journal, Royal Economic Society, vol. 121(555), pages 1161-1191, September.
    8. Sanjeev Goyal & Marco J. van der Leij & José Luis Moraga-Gonzalez, 2006. "Economics: An Emerging Small World," Journal of Political Economy, University of Chicago Press, vol. 114(2), pages 403-432, April.
    9. Manuel Trajtenberg & Gil Shiff & Ran Melamed, 2009. "The "Names Game": Harnessing Inventors, Patent Data for Economic Research," Annals of Economics and Statistics, GENES, issue 93-94, pages 67-77.
    10. Lee G. Branstetter & Mariko Sakakibara, 2002. "When Do Research Consortia Work Well and Why? Evidence from Japanese Panel Data," American Economic Review, American Economic Association, vol. 92(1), pages 143-159, March.
    11. Zvi Griliches, 1998. "Issues in Assessing the Contribution of Research and Development to Productivity Growth," NBER Chapters, in: R&D and Productivity: The Econometric Evidence, pages 17-45, National Bureau of Economic Research, Inc.
    12. Irwin, Douglas A & Klenow, Peter J, 1994. "Learning-by-Doing Spillovers in the Semiconductor Industry," Journal of Political Economy, University of Chicago Press, vol. 102(6), pages 1200-1227, December.
    13. Ventura, Samuel L. & Nugent, Rebecca & Fuchs, Erica R.H., 2015. "Seeing the non-stars: (Some) sources of bias in past disambiguation approaches and a new public tool leveraging labeled records," Research Policy, Elsevier, vol. 44(9), pages 1672-1701.
    14. Lee Branstetter, 1996. "Are Knowledge Spillovers International or Intranational in Scope? Microeconometric Evidence from the Japan and the United States," NBER Working Papers 5800, National Bureau of Economic Research, Inc.
    15. Bernstein, Jeffrey I & Nadiri, M Ishaq, 1988. "Interindustry R&D Spillovers, Rates of Return, and Production in High-Tech Industries," American Economic Review, American Economic Association, vol. 78(2), pages 429-434, May.
    16. Adam B. Jaffe & Manuel Trajtenberg & Rebecca Henderson, 1993. "Geographic Localization of Knowledge Spillovers as Evidenced by Patent Citations," The Quarterly Journal of Economics, Oxford University Press, vol. 108(3), pages 577-598.
    17. Srikanth Paruchuri, 2010. "Intraorganizational Networks, Interorganizational Networks, and the Impact of Central Inventors: A Longitudinal Study of Pharmaceutical Firms," Organization Science, INFORMS, vol. 21(1), pages 63-80, February.
    18. Branstetter, Lee G., 2001. "Are knowledge spillovers international or intranational in scope?: Microeconometric evidence from the U.S. and Japan," Journal of International Economics, Elsevier, vol. 53(1), pages 53-79, February.
    19. Tobias Kretschmer, 2008. "Splintering And Inertia In Network Industries," Journal of Industrial Economics, Wiley Blackwell, vol. 56(4), pages 685-706, December.
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