Determinants of cross-regional R and D collaboration networks: an application of exponential random graph models
AbstractThis study investigates the usefulness of exponential random graph models (ERGM) to analyze the determinants of cross-regional R and D collaboration networks. Using spatial interaction models, most research on R and D collaboration between regions is constrained to focus on determinants at the node level (e.g. R and D activity of a region) and dyad level (e.g. geographical distance between regions). ERGMs represent a new set of network analysis techniques that have been developed in recent years in mathematical sociology. In contrast to spatial interaction models, ERGMs additionally allow considering determinants at the structural network level while still only requiring cross-sectional network data. The usefulness of ERGMs is illustrated by an empirical study on the structure of the cross-regional R and D collaboration network of the German chemical industry. The empirical results confirm the importance of determinants at all three levels. It is shown that in addition to determinants at the node and dyad level, the structural network level determinant â€œtriadic closureâ€ helps in explaining the structure of the network. That is, regions that are indirectly linked to each other are more likely to be directly linked as well.
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Bibliographic InfoPaper provided by Philipps University Marburg, Department of Geography in its series Working Papers on Innovation and Space with number 2013-04.
Length: 23 pages
Date of creation: 08 Feb 2013
Date of revision:
cross-regional R and D collaboration; exponential random graph models; network;
Find related papers by JEL classification:
- R11 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes
- O32 - Economic Development, Technological Change, and Growth - - Technological Change; Research and Development; Intellectual Property Rights - - - Management of Technological Innovation and R&D
- D85 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Network Formation
This paper has been announced in the following NEP Reports:
- NEP-ALL-2013-02-16 (All new papers)
- NEP-CDM-2013-02-16 (Collective Decision-Making)
- NEP-GEO-2013-02-16 (Economic Geography)
- NEP-INO-2013-02-16 (Innovation)
- NEP-NET-2013-02-16 (Network Economics)
- NEP-SBM-2013-02-16 (Small Business Management)
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- Maskell, Peter & Malmberg, Anders, 1999. "Localised Learning and Industrial Competitiveness," Cambridge Journal of Economics, Oxford University Press, vol. 23(2), pages 167-85, March.
- Fritsch, Michael & Slavtchev, Viktor, 2006.
"Universities and innovation in space,"
Freiberg Working Papers
2006,15, TU Bergakademie Freiberg, Faculty of Economics and Business Administration.
- Paul Romer, 1991.
"Endogenous Technological Change,"
NBER Working Papers
3210, National Bureau of Economic Research, Inc.
- Roderik Ponds & Frank van Oort & Koen Frenken, 2007. "The geographical and institutional proximity of research collaboration," Papers in Regional Science, Wiley Blackwell, vol. 86(3), pages 423-443, 08.
- Ron Boschma & Anne L. J. ter Wal, 2007.
"Knowledge Networks and Innovative Performance in an Industrial District: The Case of a Footwear District in the South of Italy,"
Industry and Innovation,
Taylor & Francis Journals, vol. 14(2), pages 177-199.
- Ron A. Boschma & Anne L.W. ter Wal, 2006. "Knowledge networks and innovative performance in an industrial district. The case of a footwear district in the South of Italy," Papers in Evolutionary Economic Geography (PEEG) 0601, Utrecht University, Section of Economic Geography, revised Jan 2006.
- James P. LeSage & Manfred M. Fischer & Thomas Scherngell, 2007. "Knowledge spillovers across Europe: Evidence from a Poisson spatial interaction model with spatial effects," Papers in Regional Science, Wiley Blackwell, vol. 86(3), pages 393-421, 08.
- Tom Broekel, 2007. "A Concordance between Industries and Technologies Matching the technological fields of the Patentatlas to the German Industry Classification," Jena Economic Research Papers 2007-041, Friedrich-Schiller-University Jena, Max-Planck-Institute of Economics.
- 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.
- Jaffe, Adam B, 1989. "Real Effects of Academic Research," American Economic Review, American Economic Association, vol. 79(5), pages 957-70, December.
- Tom Broekel & Ron Boschma, 2009.
"Knowledge networks in the Dutch aviation industry: the proximity paradox,"
Papers in Evolutionary Economic Geography (PEEG)
0915, Utrecht University, Section of Economic Geography, revised Oct 2009.
- Tom Broekel & Ron Boschma, 2012. "Knowledge networks in the Dutch aviation industry: the proximity paradox," Journal of Economic Geography, Oxford University Press, vol. 12(2), pages 409-433, March.
- Corinne Autant-Bernard & Pascal Billand & David Frachisse & Nadine Massard, 2007. "Social distance versus spatial distance in R&D cooperation: Empirical evidence from European collaboration choices in micro and nanotechnologies," Papers in Regional Science, Wiley Blackwell, vol. 86(3), pages 495-519, 08.
- 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, 08.
- Jarno Hoekman & Koen Frenken & Frank Oort, 2009.
"The geography of collaborative knowledge production in Europe,"
The Annals of Regional Science,
Springer, vol. 43(3), pages 721-738, September.
- Jarno Hoekman & Koen Frenken & Frank van Oort, 2008. "The geography of collaborative knowledge production in Europe," KITeS Working Papers 214, KITeS, Centre for Knowledge, Internationalization and Technology Studies, Universita' Bocconi, Milano, Italy, revised Feb 2008.
- Maurizio Sobrero & Edward B. Roberts, 2001. "The Trade-off Between Efficiency and Learning in Interorganizational Relationships for Product Development," Management Science, INFORMS, vol. 47(4), pages 493-511, April.
- 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.
- Tom Broekel & Matte Hartog, 2011. "Explaining the structure of inter-organizational networks using exponential random graph models: does proximity matter?," Papers in Evolutionary Economic Geography (PEEG) 1107, Utrecht University, Section of Economic Geography, revised Apr 2011.
- 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.
- Mario A. Maggioni & Mario Nosvelli & Teodora Erika Uberti, 2007. "Space versus networks in the geography of innovation: A European analysis," Papers in Regional Science, Wiley Blackwell, vol. 86(3), pages 471-493, 08.
- 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, vol. 46(2), pages 247-266, April.
- Giuliani, Elisa & Bell, Martin, 2005. "The micro-determinants of meso-level learning and innovation: evidence from a Chilean wine cluster," Research Policy, Elsevier, vol. 34(1), pages 47-68, February.
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