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Innovation networks for regional development

Innovation networks for regional development

Matthias Weber (ORCID: )
  • Grant DOI 10.55776/I886
  • Funding program Principal Investigator Projects International
  • Status ended
  • Start July 1, 2012
  • End April 30, 2015
  • Funding amount € 273,996

DACH: Österreich - Deutschland - Schweiz

Disciplines

Human Geography, Regional Geography, Regional Planning (20%); Computer Sciences (40%); Economics (40%)

Keywords

    Innovation Networks, Agent-Based Simulation, Regional Innovation, Empirical Validation, Empirical Calibration, Innovation Policy

Abstract Final report

Innovation, for long recognized as the engine of economic growth, is increasingly considered as the driving force for regional development and to a large part responsible for disparities in income development. It seems not unlikely that even successful regional clusters might finally dissolve following a cul-de-sac technological trajectory. Thus, we expect that a region`s composition in terms of industrial sectors - at different stages of the industry life cycle - affects deeply the ability to develop new growth opportunities. In recent years, innovation networks have been recognized as a persistent organizational phenomenon in industrial innovation, and evolutionary economic theory considers them fundamentally as the locus where new knowledge is created. Consequently, innovation networks are considered as an effective target as well as a tool for regional innovation policy. However, the process of how networks of innovating organizations contribute to regional development and structural change is very complex and is so far underinvestigated by economic research. The proposed project adopts agent-based modelling as a new methodological approach to address the missing micro-macro link in the context of regional innovation. The main objective of the project is to build a comprehensive model of how organizations - firms, public research organizations and other relevant organizations - create and exchange knowledge in a concrete regional setting, how they form innovation networks, and how they contribute to successful and sustainable innovation. This is achieved by establishing a computational laboratory for comparative analysis of innovation dynamics in geographical space, enabling for the first time the application of agent-based models of innovation networks to specific regions and sectors. Simulation experiments for various sectors will be performed in selected regions, namely in a classical "high-tech region" (Stuttgart, Germany) and a "metropolitan knowledge intensive services region" (Vienna, Austria). The significance of the proposed research is to be seen in the advancement of theories of regional innovation based on micro-processes, and the improvement of agent-based simulation methodology in the regional innovation context. Fine-grained and thorough empirical calibration and validation of such models will improve the credibility of simulation methods both in the scientific and the policy context. Beyond scientific progress, the expected impacts of this project are related with improved ex-ante assessment of regional development and corresponding policy measures.

Innovation, for long recognized as the engine of economic growth, is increasingly considered also as the driving force for regional development. Concepts like the technology clusters have been successfully adopted by regional as well as research, technology and innovation policy. However, facing an increasingly dynamic technological development, even successful regional clusters might finally dissolve if they find themselves in a cul-de-sac technological trajectory. In recent years, innovation networks have become a persistent organizational phenomenon in industrial innovation, and evolutionary economic theory considers them fundamentally as the locus where new knowledge is created. Consequently, innovation networks could work as an effective policy tool for supporting and maintaining the innovation performance of regions. However, the process of how networks of innovating organizations contribute to regional development and structural change is very complex and is so far under-investigated by economic research. The main objective of the project was to build an agent-based model (ABM) of regional knowledge production. Organizationsfirms, public research organizations and other relevant organizationscreate and exchange knowledge in a concrete regional setting, they form innovation networks, and with direct as well as indirect interactions they contribute to successful innovation at the region level. Thus, a computational laboratory for comparative analysis of innovation dynamics in geographical space is provided, enabling for the first time the application of empirically grounded ABMs of innovation systems referring to specific regions and sectors. Simulation experiments were performed in selected regions, namely in a classical high-tech region (Stuttgart, Germany) and a metropolitan knowledge intensive services region (Vienna, Austria). The projects scientific achievements are both in the advancement of theory (models of regional innovation based on micro-processes) and in the improvement of methodology (empirical calibration of ABMs). Beyond scientific progress, fine-grained and thorough empirical validation of the models has also improved the credibility of simulation methods in the policy context: It has been demonstrated that simulation methods are able to support the ex-ante assessment of policy strategies and measures a challenge that research, technology and innovation policy is increasingly facing.

Research institution(s)
  • Austrian Institute of Technology - AIT - 100%
International project participants
  • Andreas Pyka, Universität Hohenheim - Germany

Research Output

  • 203 Citations
  • 15 Publications
Publications
  • 2014
    Title Simulating the Effects of Public Funding on Research in Life Sciences: Direct Research Funds Versus Tax Incentives
    DOI 10.1007/978-3-662-43508-3_5
    Type Book Chapter
    Author Korber M
    Publisher Springer Nature
    Pages 99-130
  • 2014
    Title R&D networks and regional knowledge production: an agent-based simulation of the Austrian competence centres programme
    DOI 10.17059/2014-2-26
    Type Journal Article
    Author Korber M
    Journal Economy of Region
    Pages 264-275
    Link Publication
  • 0
    Title Network evolution, success, and regional development in the European aerospace industry.
    Type Other
    Author Barber Mj
  • 0
    Title The European aerospace R&D collaboration network.
    Type Other
    Author Barber Mj Et Al
  • 0
    Title Effects of Research Policy in Biotechnology: An Empirical Agent-Based Model of Knowledge Generation.
    Type Other
    Author Martin S Et Al
  • 0
    Title The Evolution of the Biotechnology Sector in Austria. Evidence Using Patents Over the Time Period 1990-2010 (October 20, 2014).
    Type Other
    Author Breitfeller D
  • 2016
    Title Agent-based Modeling for Decision Making in Economics under Uncertainty
    DOI 10.5018/economics-ejournal.ja.2016-6
    Type Journal Article
    Author Vermeulen B
    Journal Economics
    Pages 20160006
    Link Publication
  • 2014
    Title Embeddedness of European Regions in European Union-Funded Research and Development (R&D) Networks: A Spatial Econometric Perspective
    DOI 10.1080/00343404.2013.873119
    Type Journal Article
    Author Wanzenböck I
    Journal Regional Studies
    Pages 1685-1705
  • 2014
    Title Embeddedness of regions in European knowledge networks: a comparative analysis of inter-regional R&D collaborations, co-patents and co-publications
    DOI 10.1007/s00168-013-0588-7
    Type Journal Article
    Author Wanzenböck I
    Journal The Annals of Regional Science
    Pages 337-368
  • 2013
    Title Detecting hierarchical and overlapping network communities using locally optimal modularity changes
    DOI 10.1140/epjb/e2013-40645-6
    Type Journal Article
    Author Barber M
    Journal The European Physical Journal B
    Pages 385
  • 2013
    Title Effects of Competence Centres on Regional Knowledge Production: An Agent-Based Simulation of the Vienna Life Sciences Innovation System
    DOI 10.1007/978-3-319-02699-2_19
    Type Book Chapter
    Author Korber M
    Publisher Springer Nature
    Pages 353-371
  • 2013
    Title Embeddedness of Regions in European Knowledge Networks: A Comparative Analysis of Inter-Regional R&D Collaborations, Co-Patents and Co-Publications
    DOI 10.2139/ssrn.2326393
    Type Preprint
    Author Wanzenböck I
  • 2013
    Title The Community Structure of European R&D Collaboration
    DOI 10.1007/978-3-319-02699-2_9
    Type Book Chapter
    Author Barber M
    Publisher Springer Nature
    Pages 151-173
  • 2013
    Title The Geography of Networks and R&D Collaborations
    DOI 10.1007/978-3-319-02699-2
    Type Book
    editors Scherngell T
    Publisher Springer Nature
  • 2013
    Title Detecting hierarchical and overlapping network communities using locally optimal modularity changes
    DOI 10.48550/arxiv.1305.6228
    Type Preprint
    Author Barber M

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