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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