Identifying Cooperation for Innovation―a Comparison of Data Sources
Michael Fritsch, Mirko Titze, M. Piontek
Industry and Innovation,
forthcoming
Abstract
The value of social network analysis is critically dependent on the comprehensive and reliable identification of actors and their relationships. We compare regional knowledge networks based on different types of data sources, namely, co-patents, co-publications, and publicly subsidized collaborative R&D projects. Moreover, by combining these three data sources, we construct a multilayer network that provides a comprehensive picture of intraregional interactions. By comparing the networks based on the data sources, we address the problems of coverage and selection bias. We observe that using only one data source leads to a severe underestimation of regional knowledge interactions, especially those of private sector firms and independent researchers.
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Identifying Cooperation for Innovation – A Comparison of Data Sources
Michael Fritsch, M. Piontek, Mirko Titze
IWH Discussion Papers,
No. 1,
2019
Abstract
The value of social network analysis is critically dependent on the comprehensive and reliable identification of actors and their relationships. We compare regional knowledge networks based on different types of data sources, namely, co-patents, co-publications, and publicly subsidised collaborative Research and Development projects. Moreover, by combining these three data sources, we construct a multilayer network that provides a comprehensive picture of intraregional interactions. By comparing the networks based on the data sources, we address the problems of coverage and selection bias. We observe that using only one data source leads to a severe underestimation of regional knowledge interactions, especially those of private sector firms and independent researchers. The key role of universities that connect many regional actors is identified in all three types of data.
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Do Diasporas Affect Regional Knowledge Transfer within Host Countries? A Panel Analysis of German R&D Collaborations
Lutz Schneider, Alexander Kubis, Mirko Titze
Regional Studies,
No. 1,
2019
Abstract
Interactive regional learning involving various actors is considered a precondition for successful innovations and, hence, for regional development. Diasporas as non-native ethnic groups are regarded as beneficial since they enrich the creative class by broadening the cultural base and introducing new routines. Using data on research and development (R&D) collaboration projects, the analysis provides tentative evidence that the size of diasporas positively affects the region’s share of outward R&D linkages enabling the exchange of knowledge. The empirical analysis further confirms that these interactions mainly occur between regions hosting the same diasporas, pointing to a positive effect of ethnic proximity rather than ethnic diversity.
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The Importance of Localized Related Variety for International Diversification of Corporate Technology
Eva Dettmann, Jutta Günther, Björn Jindra, Iciar Dominguez Lacasa
Regional Studies,
No. 10,
2016
Abstract
Internationalization of research and development has increased substantially in recent years. This paper analyses the determinants of spatial distribution of foreign technological activities across 96 regions in Germany. It identifies foreign technological activities by applying the cross-border ownership concept to patent applications. The main proposition is that regions with higher related variety of technological activities between sectors attract more foreign technological activities. The estimations show that this is the case in regions characterized by a high overall technological strength. This suggests that related variety facilitates technological diversifications of foreign corporations in regions at the top of the geographic hierarchy.
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Persönliche Beziehungen, der Transfer von akademischem Wissen und der Standort von Gründungen aus Hochschulen
S. Heblich, Viktor Slavtchev
Wirtschaft im Wandel,
No. 6,
2015
Abstract
In dieser Studie wird die Bedeutung von persönlichen Beziehungen zwischen Unternehmensgründern aus Hochschulen und Hochschulforschern für die Entscheidung der Gründer, sich in der Region der Heimathochschule niederzulassen, untersucht. Am Beispiel von Gründungen aus Hochschulen in Regionen mit mehreren Hochschulen kann gezeigt werden, dass bei der Entscheidung der Gründer, in der Region zu bleiben, der Nähe zur Heimatfakultät größere Bedeutung zukommt als der Nähe zu vergleichbaren Fakultäten an anderen lokalen Hochschulen. Die Ergebnisse deuten darauf hin, dass für den Zugang zu akademischem Wissen und Ressourcen und deren Transfer in Privatunternehmen über das einfache lokale Vorhandensein von Hochschulen hinaus persönliche Beziehungen bedeutsam sind. Dies hat Implikationen für die Rolle der Hochschulen als Standortvorteil für Unternehmen, die von akademischem Wissen und Ressourcen profitieren können oder darauf angewiesen sind.
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Parent Universities and the Location of Academic Startups
S. Heblich, Viktor Slavtchev
Small Business Economics,
No. 1,
2014
Abstract
Academic startups are thought to locate in their parent university’s home region because geographic proximity to a university facilitates access to academic knowledge and resources. In this paper we analyze the importance of a different channel, namely social ties between academic entrepreneurs and university researchers, for the access to academic knowledge and resources, and therefore for the location of the startups. We employ unique data on academic startups from regions with more than one university and find that only the parent university influences academic entrepreneurs’ decisions to stay in the region while other universities in the same region play no role. Our findings suggest that geographic proximity to a university may not per se guarantee access to knowledge and resources; social contacts are additionally required. The importance of social ties implies that academic knowledge and resources are not necessarily local public goods. This holds implications for universities’ role in stimulating regional development.
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Unternehmensgründungen aus Hochschulen
Viktor Slavtchev
HoF-Handreichungen 2. Beiheft zu „die hochschule“,
2013
Abstract
Unternehmensgründungen durch Wissenschaftler und Studenten sind ein wesentlicher Kanal zur Kommerzialisierung von Ergebnissen akademischer Forschung. Dabei zeichnen sich gerade wissensintensive Unternehmen durch hohe Wettbewerbsfähigkeit und Potenziale zur Schaffung von Arbeitsplätzen aus. Dieser Beitrag diskutiert die besonderen Probleme von Unternehmensgründungen aus Hochschulen sowie mögliche Ansatzpunkte einer Förderung.
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