IDEAS home Printed from https://ideas.repec.org/a/taf/indinn/v18y2011i1p39-67.html
   My bibliography  Save this article

Treating Patents as Relational Data: Knowledge Transfers and Spillovers across Italian Provinces

Author

Listed:
  • Mario Maggioni
  • Teodora Erika Uberti
  • Stefano Usai

Abstract

The paper applies a relational perspective to patent data in order to investigate the characteristics of innovation flows within and across 103 Italian NUTS3 regions (province). In this way it is possible to use the CRENoS database on regional patenting—built on EPO data spanning from 1978 to 2003—to investigate the scientific and technological “relations” among “invention-creating ” and “invention-adopting ” territories. In particular, patents are used as relational data connecting inventors and applicants along a dual interpretation of a “knowledge production” and a “knowledge utilization” function. In addition a gravity model is used to identify frictions and attractions of the Italian innovation system. Analytical tools, such as social network analysis, spatial econometrics and negative binomial estimation procedures, are used to map and measure the structure and the evolution of a series of innovation sub-systems, both at territorial level (i.e. province) and at the industry level (i.e. five specific industries, chosen according to the Pavitt's taxonomy, Footwear, Textiles, Machinery, Personal Computers and Chemicals).

Suggested Citation

  • Mario Maggioni & Teodora Erika Uberti & Stefano Usai, 2011. "Treating Patents as Relational Data: Knowledge Transfers and Spillovers across Italian Provinces," Industry and Innovation, Taylor & Francis Journals, vol. 18(1), pages 39-67.
    • Handle: RePEc:taf:indinn:v:18:y:2011:i:1:p:39-67
    DOI: 10.1080/13662716.2010.528928
    as

    Download full text from publisher

    File URL: http://www.tandfonline.com/doi/abs/10.1080/13662716.2010.528928
    Download Restriction: Access to full text is restricted to subscribers.
    File URL: https://libkey.io/10.1080/13662716.2010.528928?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
    ---><---

    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. Manuel Trajtenberg, 1990. "A Penny for Your Quotes: Patent Citations and the Value of Innovations," RAND Journal of Economics, The RAND Corporation, vol. 21(1), pages 172-187, Spring.
    2. Ejermo, Olof & Karlsson, Charlie, 2004. "Spatial Inventor Networks As Studied by Patent Coinventorship," Working Paper Series in Economics and Institutions of Innovation 17, Royal Institute of Technology, CESIS - Centre of Excellence for Science and Innovation Studies.
    3. Soete, Luc, 1987. "The impact of technological innovation on international trade patterns: The evidence reconsidered," Research Policy, Elsevier, vol. 16(2-4), pages 101-130, August.
    4. Bronwyn H. Hall & Adam B. Jaffe & Manuel Trajtenberg, 2001. "The NBER Patent Citation Data File: Lessons, Insights and Methodological Tools," NBER Working Papers 8498, National Bureau of Economic Research, Inc.
    5. Giovanni Dosi & Christopher Freeman & Richard Nelson & Gerarld Silverberg & Luc Soete (ed.), 1988. "Technical Change and Economic Theory," LEM Book Series, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy, number dosietal-1988, November.
    6. Daniel K. N. Johnson, 2002. "The OECD Technology Concordance (OTC): Patents by Industry of Manufacture and Sector of Use," OECD Science, Technology and Industry Working Papers 2002/5, OECD Publishing.
    Full references (including those not matched with items on IDEAS)

    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. Uchida, Yuichiro & Cook, Paul, 2004. "The Transformation of Competitive Advantage in East Asia: An Analysis of Technological and Trade Specialisation," Centre on Regulation and Competition (CRC) Working papers 30636, University of Manchester, Institute for Development Policy and Management (IDPM).
    2. Caviggioli, Federico, 2016. "Technology fusion: Identification and analysis of the drivers of technology convergence using patent data," Technovation, Elsevier, vol. 55, pages 22-32.
    3. Choi, Hyo Shin & Sohn, So Young & Yeom, Ho Jeong, 2018. "Technological composition of US metropolitan statistical areas with high-impact patents," Technological Forecasting and Social Change, Elsevier, vol. 134(C), pages 72-83.
    4. Triulzi, G., 2014. "Technology life cycle and specialization patterns of latecomer countries: The case of the semiconductor industry," MERIT Working Papers 2014-012, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    5. Wei-Chih Chen, 2013. "The Extensive and Intensive Margins of Exports: The Role of Innovation," The World Economy, Wiley Blackwell, vol. 36(5), pages 607-635, May.
    6. Daniel K. N. Johnson & Phoenix Wagoner, 2021. "The Chicken or the Egg: Causality Between Trade and Innovation," Journal of Industry, Competition and Trade, Springer, vol. 21(4), pages 527-541, December.
    7. Guan-Can Yang & Gang Li & Chun-Ya Li & Yun-Hua Zhao & Jing Zhang & Tong Liu & Dar-Zen Chen & Mu-Hsuan Huang, 2015. "Using the comprehensive patent citation network (CPC) to evaluate patent value," Scientometrics, Springer;Akadémiai Kiadó, vol. 105(3), pages 1319-1346, December.
    8. Emanuele Bacchiocchi & Fabio Montobbio, 2010. "International Knowledge Diffusion and Home‐bias Effect: Do USPTO and EPO Patent Citations Tell the Same Story?," Scandinavian Journal of Economics, Wiley Blackwell, vol. 112(3), pages 441-470, September.
    9. Chiara Pederzoli & Grid Thoma & Costanza Torricelli, 2013. "Modelling Credit Risk for Innovative SMEs: the Role of Innovation Measures," Journal of Financial Services Research, Springer;Western Finance Association, vol. 44(1), pages 111-129, August.
    10. Krzysztof Klincewicz & Szymon Szumiał, 2022. "Successful patenting—not only how, but with whom: the importance of patent attorneys," Scientometrics, Springer;Akadémiai Kiadó, vol. 127(9), pages 5111-5137, September.
    11. Lee, Changyong & Cho, Yangrae & Seol, Hyeonju & Park, Yongtae, 2012. "A stochastic patent citation analysis approach to assessing future technological impacts," Technological Forecasting and Social Change, Elsevier, vol. 79(1), pages 16-29.
    12. Figueroa, Nicolás & Serrano, Carlos J., 2019. "Patent trading flows of small and large firms," Research Policy, Elsevier, vol. 48(7), pages 1601-1616.
    13. Hötte, Kerstin, 2023. "Demand-pull, technology-push, and the direction of technological change," Research Policy, Elsevier, vol. 52(5).
    14. Kerr, William R., 2010. "Breakthrough inventions and migrating clusters of innovation," Journal of Urban Economics, Elsevier, vol. 67(1), pages 46-60, January.
    15. Inchae Park & Yujin Jeong & Byungun Yoon, 2017. "Analyzing the value of technology based on the differences of patent citations between applicants and examiners," Scientometrics, Springer;Akadémiai Kiadó, vol. 111(2), pages 665-691, May.
    16. Christian Fons-Rosen & Vincenzo Scrutinio & Katalin Szemeredi, 2016. "Colocation and knowledge diffusion: evidence from million dollar plants," CEP Discussion Papers dp1447, Centre for Economic Performance, LSE.
    17. Ufuk Akcigit & Salomé Baslandze & Francesca Lotti, 2023. "Connecting to Power: Political Connections, Innovation, and Firm Dynamics," Econometrica, Econometric Society, vol. 91(2), pages 529-564, March.
    18. Maria Isabella Leone & Raffaele Oriani & Toke Reichstein, 2015. "How much are flexibility and uncertainty worth in patent licensing?," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 42(4), pages 371-394, December.
    19. Kim, Jinyoung, 2017. "Racing against Time in Research: A Study of the 1995 U.S. Patent Law Amendment," IZA Discussion Papers 10815, Institute of Labor Economics (IZA).
    20. Jan M. Gerken & Martin G. Moehrle, 2012. "A new instrument for technology monitoring: novelty in patents measured by semantic patent analysis," Scientometrics, Springer;Akadémiai Kiadó, vol. 91(3), pages 645-670, June.

    More about this item

    Keywords

    Patents; network analysis; spatial econometrics; relational data; regional innovation system; Italy;
    All these keywords.

    JEL classification:

    • C01 - Mathematical and Quantitative Methods - - General - - - Econometrics
    • O31 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Innovation and Invention: Processes and Incentives

    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:taf:indinn:v:18:y:2011:i:1:p:39-67. 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 Longhurst (email available below). General contact details of provider: http://www.tandfonline.com/CIAI20 .

    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.