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Knowledge networks from patent data: Methodological issues and research targets

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Author Info
Stefano Breschi () (CESPRI, Dept. of Economics, Università “L.Bocconi”)
Francesco Lissoni () (CESPRI, CESPRI, Dept. of Mechanical Engineering, Università di Brescia)

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Abstract

The economic literature on technical change has increasingly relied upon patent citation data to measure inter-personal knowledge flows. Many doubts exist on whether patent citations really reflect the designated inventors’ knowledge of both their technical fields, and of the other inventors and experts therein: citations, in fact, come mainly from the patent examiners, and possibly the patent applicant’s lawyers, rather than from inventors themselves. Unfortunately, most of the papers dedicated to discussing these interpretation issues deal with USPTO data, whose citation rules are quite exceptional if compared to those of other patent offices. In addition, some confusion exists between the two issues of awareness (whether citing inventors actually knew of the cited patents) and existence of a knowledge flow (whether some information on the contents of the cited patents has however reached the, possibly unaware, citing inventor). Questionnaires addressed to inventors are severely affected by this confusion, and can hardly dispel the existing doubts. We then propose to apply social network analysis to derive maps of social relationships between inventors, and measures of social proximity between cited and citing patents. Logit regressions demonstrate that the probability to observe a citation is positively influenced by such proximity. In order to perform such regressions,however,a specific sampling scheme has to used, which we also illustrate and discuss.

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Publisher Info
Paper provided by CESPRI, Centre for Research on Innovation and Internationalisation, Universita' Bocconi, Milano, Italy in its series CESPRI Working Papers with number 150.

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Length: 22 pages
Date of creation: Jan 2004
Date of revision: Jan 2004
Handle: RePEc:cri:cespri:wp150

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Related research
Keywords: Patents; Citations; Social networks.;

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Find related papers by JEL classification:
O31 - Economic Development, Technological Change, and Growth - - Technological Change - - - Innovation and Invention: Processes and Incentives
O34 - Economic Development, Technological Change, and Growth - - Technological Change - - - Intellectual Property Rights

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References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
  1. Peter Thompson & Melanie Fox Kean, 2004. "Patent Citations and the Geography of Knowledge Spillovers: A Reassessment," Working Papers 0401, Florida International University, Department of Economics. [Downloadable!]
    Other versions:
  2. Adam B. Jaffe & Manuel Trajtenberg & Rebecca Henderson, 1992. "Geographic Localization of Knowledge Spillovers as Evidenced by Patent Citations," NBER Working Papers 3993, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
    Other versions:
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Cited by:
(explanations, Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.)

  1. Fabio Montobbio & E. Bacchiocchi, 2004. "EPO vs. USPTO Citation Lags," CESPRI Working Papers 161, CESPRI, Centre for Research on Innovation and Internationalisation, Universita' Bocconi, Milano, Italy, revised Sep 2004. [Downloadable!]
  2. Mario A. Maggioni & Mario Nosvelli & T. Erika Uberti, 2006. "Space Vs. Networks in the Geography of Innovation: A European Analysis," Working Papers 2006.153, Fondazione Eni Enrico Mattei. [Downloadable!]
  3. Stefano Brusoni & Lorenzo Cassi, 2007. "Re-Inventing the Wheel: Knowledge Integration in Fast-changing Environments," CESPRI Working Papers 209, CESPRI, Centre for Research on Innovation and Internationalisation, Universita' Bocconi, Milano, Italy, revised Dec 2007. [Downloadable!]
  4. Emanuele Bacchiocchi & Fabio Montobbio, 2006. "Knowledge diffusion from university and public research. A comparison between US, Japan and Europe using patent citations," CESPRI Working Papers 193, CESPRI, Centre for Research on Innovation and Internationalisation, Universita' Bocconi, Milano, Italy, revised Dec 2006. [Downloadable!]
    Other versions:
  5. Mario Maggioni & Teodora Uberti, 2009. "Knowledge networks across Europe: which distance matters?," The Annals of Regional Science, Springer, vol. 43(3), pages 691-720, September. [Downloadable!] (restricted)
  6. Anne Ter Wal & Ron Boschma, 2009. "Applying social network analysis in economic geography: framing some key analytic issues," The Annals of Regional Science, Springer, vol. 43(3), pages 739-756, September. [Downloadable!] (restricted)
  7. Bulat Sanditov, 2005. "Patent Citations, the Value of Innovations and Path-Dependency," CESPRI Working Papers 177, CESPRI, Centre for Research on Innovation and Internationalisation, Universita' Bocconi, Milano, Italy, revised Nov 2005. [Downloadable!]
  8. Stefano Breschi & Francesco Lissoni, 2006. "Mobility of inventors and the geography of knowledge spillovers. New evidence on US data," CESPRI Working Papers 184, CESPRI, Centre for Research on Innovation and Internationalisation, Universita' Bocconi, Milano, Italy, revised Oct 2006. [Downloadable!]
  9. Peter Thompson, 2004. "Patent Citations and the Geography of Knowledge Spillovers: Evidence from Inventor- and Examiner-Added Citations," Working Papers 0405, Florida International University, Department of Economics, revised Jun 2005. [Downloadable!]
    Other versions:
  10. Andrea Bonaccorsi & Grid Thoma, 2005. "Scientific and Technological Regimes in Nanotechnology: Combinatorial Inventors and Performance," LEM Papers Series 2005/13, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy. [Downloadable!]
  11. Raffaele Paci & Stefano Usai, 2007. "Knowledge flows across European regions," Working Paper CRENoS 200704, Centre for North South Economic Research, University of Cagliari and Sassari, Sardinia. [Downloadable!]
    Other versions:
  12. M. A. Maggioni & T. E. Uberti, 2006. "International networks of knowledge flows: an econometric analysis," Papers on Economics and Evolution 2005-19, Max Planck Institute of Economics, Evolutionary Economics Group. [Downloadable!]
  13. Franco Malerba & Maria Luisa Mancusi & Fabio Montobbio, 2007. "Innovation, international R&D Spillovers and the sectoral heterogeneity of knowledge flows," CESPRI Working Papers 204, CESPRI, Centre for Research on Innovation and Internationalisation, Universita' Bocconi, Milano, Italy, revised Oct 2007. [Downloadable!]
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