IDEAS home Printed from https://ideas.repec.org/p/wiw/wiwrsa/ersa12p836.html
   My bibliography  Save this paper

Integration Processes in European R&D: A comparative spatial interaction approach using project based R&D networks, co-publication networks and co-patent networks

Author

Listed:
  • Rafael Lata
  • Thomas Scherngell
  • Thomas Brenner

Abstract

The focus of this study is on integration processes in European R&D by analyzing the spatio-temporal dimension of three different R&D collaboration networks across Europe. These networks cover different types of knowledge creation, namely co-patent networks, project based R&D networks within the EU Framework Programmes (FPs) and co-publication networks. Integration in European R&D – one of the main pillars of the EU Science Technology and Innovation (STI) policy – refers to the harmonization of fragmented national research systems across Europe and to the free movement of knowledge and researchers. The objective of this study is to describe and compare spatio-temporal patterns of the observed networks at a regional level, and to estimate the evolution of separation effects over the time period 1999-2006 that influence the probability of cross-region collaborations in the distinct networks under consideration. By separation effects we refer to geographical, technological, institutional and cultural barriers between the regions under consideration. The study adopts a spatial interaction modeling perspective, econometrically specifying a panel generalized linear model relationship taking into account spatial autocorrelation among flows by using Eigenfunction spatial filtering methods to address the research questions. The European coverage is achieved by using 255 NUTS-2 regions of the 25 pre-2007 EU member-states, as well as Norway and Switzerland. For the construction of the three dependent variables that describe collaboration intensities between all region pairs in the three different types of R&D networks, we use data from the OECD Regpat database to capture cross-region co-patent networks, the AIT EUPRO database to capture cross-region project based R&D networks in the FPs, and the Scopus database to capture cross-region co-publication networks. The independent variables consist of one origin measure, one destination measure and seven separation measures. The separation variables focus on barriers that may hamper cross-region collaboration probability, accounting for spatial effects, cultural and institutional hurdles and economic or technological barriers. The results will provide novel and valuable empirical insight into ongoing integration processes in different types of R&D, reflecting knowledge diffusion in form of R&D collaborations from a longitudinal and comparative perspective. By this, the study will produce important implications regarding past success or failure of European R&D integration policies, and, thus, for future STI policy design. JEL Classification: C23, O38, L14, R15 Keywords: R&D Networks, European Framework Program, Patents, Publications, Large-Scale Networks, Spatial Interaction Modelling, Panel Econometrics, Eigenvector Spatial Filtering, Social Network Analysis

Suggested Citation

  • Rafael Lata & Thomas Scherngell & Thomas Brenner, 2012. "Integration Processes in European R&D: A comparative spatial interaction approach using project based R&D networks, co-publication networks and co-patent networks," ERSA conference papers ersa12p836, European Regional Science Association.
  • Handle: RePEc:wiw:wiwrsa:ersa12p836
    as

    Download full text from publisher

    File URL: https://www-sre.wu.ac.at/ersa/ersaconfs/ersa12/e120821aFinal00838.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Gene M. Grossman & Elhanan Helpman, 1991. "Quality Ladders in the Theory of Growth," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(1), pages 43-61.
    2. Adam B. Jaffe & Manuel Trajtenberg & Rebecca Henderson, 1993. "Geographic Localization of Knowledge Spillovers as Evidenced by Patent Citations," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 108(3), pages 577-598.
    3. Jarno Hoekman & Koen Frenken & Frank Oort, 2009. "The geography of collaborative knowledge production in Europe," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 43(3), pages 721-738, September.
    4. Cowan, Robin, 2004. "Network models of innovation and knowledge diffusion," Research Memorandum 016, Maastricht University, Maastricht Economic Research Institute on Innovation and Technology (MERIT).
    5. Hoekman, Jarno & Frenken, Koen & Tijssen, Robert J.W., 2010. "Research collaboration at a distance: Changing spatial patterns of scientific collaboration within Europe," Research Policy, Elsevier, vol. 39(5), pages 662-673, June.
    6. Henri Delanghe & Ugur Muldur & Luc Soete (ed.), 2009. "European Science and Technology Policy," Books, Edward Elgar Publishing, number 13427.
    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. Thomas Brenner, 2014. "The Impact of Foreign Direct Investment on Economic Growth – An Empirical Analysis of Different Effects in Less and More Developed Countries," Working Papers on Innovation and Space 2014-05, Philipps University Marburg, Department of Geography.

    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. Kaihuang Zhang & Qinglan Qian & Yijing Zhao, 2020. "Evolution of Guangzhou Biomedical Industry Innovation Network Structure and Its Proximity Mechanism," Sustainability, MDPI, vol. 12(6), pages 1-20, March.
    2. Hiroyasu Inoue & Kentaro Nakajima & Yukiko Umeno Saito, 2019. "Localization of collaborations in knowledge creation," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 62(1), pages 119-140, February.
    3. Morescalchi, Andrea & Pammolli, Fabio & Penner, Orion & Petersen, Alexander M. & Riccaboni, Massimo, 2015. "The evolution of networks of innovators within and across borders: Evidence from patent data," Research Policy, Elsevier, vol. 44(3), pages 651-668.
    4. Iris Wanzenböck & Thomas Scherngell & Thomas Brenner, 2014. "Embeddedness of regions in European knowledge networks: a comparative analysis of inter-regional R&D collaborations, co-patents and co-publications," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 53(2), pages 337-368, September.
    5. Montobbio, Fabio & Sterzi, Valerio, 2013. "The Globalization of Technology in Emerging Markets: A Gravity Model on the Determinants of International Patent Collaborations," World Development, Elsevier, vol. 44(C), pages 281-299.
    6. Ernest Miguélez & Rosina Moreno, 2013. "“Mobility, networks and innovation: The role of regions’ absorptive capacity”," IREA Working Papers 201316, University of Barcelona, Research Institute of Applied Economics, revised Oct 2013.
    7. Broekel, Tom & Fornahl, Dirk & Morrison, Andrea, 2015. "Another cluster premium: Innovation subsidies and R&D collaboration networks," Research Policy, Elsevier, vol. 44(8), pages 1431-1444.
    8. Gergő Tóth & Sándor Juhász & Zoltán Elekes & Balázs Lengyel, 2021. "Repeated collaboration of inventors across European regions," European Planning Studies, Taylor & Francis Journals, vol. 29(12), pages 2252-2272, December.
    9. Riccardo Cappelli & Fabio Montobbio, 2016. "European Integration and Knowledge Flows across European Regions," Regional Studies, Taylor & Francis Journals, vol. 50(4), pages 709-727, April.
    10. Tu, Jing, 2024. "Openness to international collaboration and tie strength in enhancing knowledge creation," Journal of Informetrics, Elsevier, vol. 18(1).
    11. Cilem Hazir & Corinne Autant-Bernard, 2014. "Determinants of cross-regional R&D collaboration: some empirical evidence from Europe in biotechnology," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 53(2), pages 369-393, September.
    12. Thomas Scherngell & Michael J. Barber, 2009. "Spatial interaction modelling of cross‐region R&D collaborations: empirical evidence from the 5th EU framework programme," Papers in Regional Science, Wiley Blackwell, vol. 88(3), pages 531-546, August.
    13. Jarno Hoekman & Koen Frenken, 2013. "Proximity and Stratification in European Scientific Research Collaboration Networks: A Policy Perspective," Advances in Spatial Science, in: Thomas Scherngell (ed.), The Geography of Networks and R&D Collaborations, edition 127, chapter 0, pages 263-277, Springer.
    14. Ron Boschma & Pierre-Alexandre Balland & Dieter Kogler, 2011. "A relational approach to knowledge spillovers in biotech. Network structures as drivers of inter-organizational citation patterns," Papers in Evolutionary Economic Geography (PEEG) 1120, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Dec 2011.
    15. Chengliang Liu & Caicheng Niu & Ji Han, 2019. "Spatial Dynamics of Intercity Technology Transfer Networks in China’s Three Urban Agglomerations: A Patent Transaction Perspective," Sustainability, MDPI, vol. 11(6), pages 1-24, March.
    16. Thomas Scherngell & Michael Barber, 2011. "Distinct spatial characteristics of industrial and public research collaborations: evidence from the fifth EU Framework Programme," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 46(2), pages 247-266, April.
    17. Philipp Marek & Mirko Titze & Clemens Fuhrmeister & Ulrich Blum, 2017. "R&D collaborations and the role of proximity," Regional Studies, Taylor & Francis Journals, vol. 51(12), pages 1761-1773, December.
    18. Tatiana Plotnikova & Bastian Rake, 2014. "Collaboration in pharmaceutical research: exploration of country-level determinants," Scientometrics, Springer;Akadémiai Kiadó, vol. 98(2), pages 1173-1202, February.
    19. Sidonia Proff & Anja Dettmann, 2013. "Inventor collaboration over distance: a comparison of academic and corporate patents," Scientometrics, Springer;Akadémiai Kiadó, vol. 94(3), pages 1217-1238, March.
    20. Michael Barber & Thomas Scherngell, 2011. "Is the European R&D network homogeneous? spatial interaction modeling of network communities determined using graph theoretic methods," ERSA conference papers ersa11p392, European Regional Science Association.

    More about this item

    Keywords

    r&d networks; european framework program; patents; publications; large-scale networks; spatial interaction modelling; panel econometrics; eigenvector spatial filtering; social network analysis;
    All these keywords.

    JEL classification:

    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • O38 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Government Policy
    • L14 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Transactional Relationships; Contracts and Reputation
    • R15 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Econometric and Input-Output Models; Other Methods

    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:wiw:wiwrsa:ersa12p836. 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: Gunther Maier (email available below). General contact details of provider: http://www.ersa.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.