Industry Specialization, Diversity and the Efficiency of Regional Innovation Systems
Michael Fritsch, Viktor Slavtchev
Determinants of Innovative Behaviour,
2008
Abstract
Innovation processes are characterized by a pronounced division of labor between actors. Two types of externality may arise from such interactions. On the one hand, a close location of actors affiliated to the same industry may stimulate innovation (MAR externalities). On the other hand, new ideas may be born by the exchange of heterogeneous and complementary knowledge between actors, which belong to different industries (Jacobs’ externalities). We test the impact of both MAR as well as Jacobs’ externalities on innovative performance at the regional level. The results suggest an inverted u-shaped relationship between regional specialization in certain industries and innovative performance. Further key determinants of the regional innovative performance are private sector R&D and university-industry collaboration.
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How Does Industry Specialization Affect the Efficiency of Regional Innovation Systems?
Michael Fritsch, Viktor Slavtchev
Jena Economic Research Papers, Nr. 2008-058,
Nr. 58,
2008
Abstract
This study analyzes the relationship between the specialization of a region in certain industries and the efficiency of the region in generating new knowledge. The efficiency measure is constructed by relating regional R&D input and output. An inversely u-shaped relationship is found between regional specialization and R&D efficiency, indicating the presence of externalities of both Marshall and Jacobs’ type. Further factors influencing efficiency are spillovers within the private sector as well as from public research institutions. The impact of both the specialization and the additional factors is, however, different for regions at different efficiency levels.
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Spillover Effects of Spatial Growth Poles - a Reconciliation of Conflicting Policy Targets?
Alexander Kubis, Mirko Titze, Joachim Ragnitz
IWH Discussion Papers,
Nr. 8,
2007
Abstract
Regional economic policy faces the challenge of two competing policy goals - reducing regional economic disparities vs. promoting economic growth. The allocation of public funds has to weigh these goals particularly under the restriction of scarce financial re- sources. If, however, some region turns out to be a regional growth pole with positive spillovers to its disadvantaged periphery, regional policies could be designed to recon- cile the conflicting targets. In this case, peripheral regions could indirectly participate in the economic development of their growing cores. We start our investigation by defining and identifying such growth poles among German regions on the NUTS 3 administrative level based on spatial and sectoral effects. Using cluster analysis, we determine significant characteristics for the general identification of growth poles. Patterns in the sectoral change are identified by means of the change in the employment. Finally, we analyze whether and to what extent these growth poles ex- ert spatial spillover effects on neighbouring regions and thus mitigate contradictory in- terests in regional public policy. For this purpose, we apply a Spatial-Cross-Regressive- Model (SCR-Model) including the change in the secondary sector which allows to con- sider functional economic relations on the administrative level chosen (NUTS 3).
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Industry Specialization, Diversity and the Efficiency of Regional Innovation Systems
Michael Fritsch, Viktor Slavtchev
Jena Economic Research Papers, Nr. 2007-018,
Nr. 18,
2007
Abstract
Innovation processes are characterized by a pronounced division of labor between actors. Two types of externality may arise from such interactions. On the one hand, a close location of actors affiliated to the same industry may stimulate innovation (MAR externalities). On the other hand, new ideas may be born by the exchange of heterogeneous and complementary knowledge between actors, which belong to different industries (Jacobs’ externalities). We test the impact of both MAR as well as Jacobs’ externalities on innovative performance at the regional level. The results suggest an inverted u-shaped relationship between regional specialization in certain industries and innovative performance. Further key determinants of the regional innovative performance are private sector R&D and university-industry collaboration.
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What Determines the Efficiency of Regional Innovation Systems?
Michael Fritsch, Viktor Slavtchev
Jena Economic Research Papers, Nr. 2007-006,
Nr. 6,
2007
Abstract
We assess the efficiency of regional innovation systems (RIS) in Germany by means of a knowledge production function. This function relates private sector research and development (R&D) activity in a region to the number of inventions that have been registered by residents of that region. Different measures and estimation approaches lead to rather similar assessments. We find that both spillovers within the private sector as well as from universities and other public research institutions have a positive effect on the efficiency of private sector R&D in the respective region. It is not the mere presence and size of public research institutions, but rather the intensity of interactions between private and public sector R&D that leads to high RIS efficiency. We find that relationship between the diversity of a regions’ industry structure and the efficiency of its innovation system is inversely u-shaped. Regions dominated by large establishments tend to be less efficient than regions with a lower average establishment size.
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Universities and Innovation in Space
Michael Fritsch, Viktor Slavtchev
Freiberg Working Papers, Nr. 15-2006,
Nr. 15,
2006
Abstract
Wir untersuchen die Rolle der Universitäten als Wissensquelle für regionale Innovationsprozesse. Für diese Analyse auf der Grundlage von NUTS-3 Regionen (Kreise) werden vielfältige Indikatoren herangezogen. Die Intensität und die Qualität der Forschung an Universitäten haben einen signifikanten Einfluss auf den regionalen Innovationsoutput. Demgegenüber erweist sich die Größe der Universitäten als unbedeutend. Eine Politik, die regionale Innovationsprozesse durch Errichtung oder Ausbau von Universitäten fördern will, sollte daher ein starkes Augenmerk auf die Intensität und die Qualität der in diesen Einrichtungen betriebenen Forschung legen.
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Measuring the Efficiency of Regional Innovation Systems – An Empirical Assessment
Michael Fritsch, Viktor Slavtchev
Freiberg Working Papers, Nr. 08-2006,
Nr. 8,
2006
Abstract
Wir messen die Effizienz der regionalen Innovationssysteme (RIS) in Deutschland anhand einer Wissensproduktionsfunktion. Diese Funktion stellt einen Zusammenhang zwischen der Anzahl der von den Einwohnern einer Region angemeldeten Patente und der Anzahl der FuE-Beschäftigten im Privatsektor in der Region. Zwei alternative Methoden zur empirischen Berechnung der Wissensproduktionsfunktion werden vorgestellt. In einem ersten Ansatz nehmen wir an, dass sich Unterschiede der Produktivität der FuE-Beschäftigten in der Steigung der Wissensproduktionsfunktion und somit in der Grenzproduktivität der FuE-Aktivitäten niederschlagen. Ein zweiter Ansatz bestimmte die Durchschnittsproduktivität der FuE-Beschäftigten mittels einer stochastischen Frontier-Wissensproduktionsfunktion. Wir vergleichen die Resultate beider Ansätze und diskutieren kritische Fragen hinsichtlich der Verteilungscharakteristika der technischen Effizienz von Regionen, der adäquaten Größe regionaler Innovationssysteme sowie der Präsenz und der Effekte räumlicher Interdependenzen zwischen den Regionen (räumlicher Autokorrelation).
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The Role of Regional Knowledge Sources for Innovation – An Empirical Assessment
Michael Fritsch, Viktor Slavtchev
Freiberg Working Papers, Nr. 15-2005,
Nr. 15,
2005
Abstract
Wir untersuchen die Bedeutung verschiedener Inputs, insbesondere verschiedener Wissensquellen, für den regionalen Output an Erfindungen (Patente) mithilfe einer Wissensproduktionsfunktion. Als Wissensquellen werden die FuE-Beschäftigte im Privatsektor, die Größe der Universitäten und Fachhochschulen sowie das Volumen der von ihnen aus verschiedenen Quellen eingeworbenen Drittmittel berücksichtigt. Die Bedeutung dieser Wissensquellen wurde systematisch auf der Ebene der westdeutschen Kreise getestet, wobei Informationen sowohl über den jeweiligen Kreis als auch über die Nachbarkreise einbezogen wurden. Es stellt sich heraus, dass von der Qualität der in den Universitäten und Fachhochschulen betriebenen Forschung ein signifikanter Einfluss auf die regionale Innovationstätigkeit ausgeht. Die reine Größe der Universitäten und Fachhochschulen in der Region hat hingegen keinen Einfluss. Darüber hinaus ermitteln wir Unterschiede nach Herkunft von Drittmitteln sowie Unterschiede in der Bedeutung verschiedener Fachdisziplinen für regionale Innovationsaktivitäten. Wissensspillover sind im Wesentlichen auf die angrenzenden Kreise begrenzt.
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A Study of the Competitiveness of Regions based on a Cluster Analysis: The Example of East Germany
Franz Kronthaler
IWH Discussion Papers,
Nr. 179,
2003
Abstract
This paper examines whether some East German regions have already achieved the same economic capability as the regions in West Germany, so that they are on a competitive basis with the West German regions and are able to reach the same economic level in the long run. If this is not the case, it is important to know more about the reasons for the economic weakness of the East German regions twelve years after unification.
The study is based on a cluster analysis. Criteria for the cluster formation are several economic indicators, which provide information about the economic capability of regions. The choice of the indicators is based on a review of results of the theoretical and empirical literature on the new growth theory and new economic geography.
The results show that most of the East German regions have not yet reached the economic capability and competitiveness of their West German counterparts so that they - from the viewpoint of the new growth theory and the new economic geography - are not in the position to reach the same economic level. According to these theories economic disadvantages are most notably the consequences of less technical progress, a lack of entrepreneurship and fewer business concentration. Under these points it is especially noteworthy that young well educated people leave these East German regions so that human capital might will turn into a bottle-neck in the near future. Only a few regions in East Germany - those with important agglomerations - are comparable to West German regions that are characterised by average capability and competitiveness, but not to those with above average economic capability and competitiveness. Even those more advanced East German regions still suffer from a slower technical progress.
There are important policy implications based on these results: regional policy in East Germany was not able to assist raising all regions to a sufficient level of competitiveness. It may be more effective to concentrate the regional policy efforts on a selection of important agglomerations. This has also strong implications for the EU regional policy assuming that the accession countries will have similar problems in catching up to the economic level of the EU as have the East German regions.
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