Network-Mediated Knowledge Spillovers: A Cross-Country Comparative Analysis of Information Security Innovations

Lee Branstetter, Neil Gandal, Nadav Kuniesky

Research output: Working paper


A large and growing literature has used patent and patent citation data to measure knowledge spillovers across inventions and organizations, but relatively few papers in this literature have explicitly considered the collaboration networks formed by inventors as a mechanism for shaping and transmitting these knowledge flows. This paper utilizes an approach developed by Fershtman and Gandal (2011) to examine the incidence and nature of knowledge flows mediated by the collaboration networks of inventors active in the information security industry. This is an industry in which a number of nations outside the United States, including Israel, have emerged as important centers of innovation. Using data from U.S. PTO patent grants in information security, we find that the quality of Israeli information security inventions is systematically linked to the structure of the collaborative network generated by Israeli inventors in this sector. Using the Fershtman and Gandal (2011) model, this suggests that there are knowledge spillovers from the network. In some other nations, invention quality is less closely linked to the collaboration networks of inventors. This research highlights the importance of direct interaction among inventors as a conduit for flows of frontier scientific knowledge.
Original languageEnglish
Place of PublicationCambridge, Mass
Number of pages43
StatePublished - Sep 2017

Publication series

NameNBER working paper series
PublisherNational Bureau of Economic Research

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