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Identifying Clusters as Local Innovation Systems

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  • George Christopoulos

    (United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (UNU-MERIT))

  • René Wintjes

    (United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (UNU-MERIT))

Abstract

This paper introduces an indicator for identifying innovation clusters that transcend traditional sectoral taxonomies and integrate the creation and use of knowledge in regional economic systems. Such clusters can be expected, based on the literature, to provide fertile ground for feedback mechanisms between knowledge supply and demand, hence contributing to circular cumulative growth dynamics through interactive learning. However, when it comes to operationalising the study of innovation, the creation and use of knowledge have been treated as distinct processes in related work. It is this gap that this paper seeks to address. Applying principal component analysis on location quotients of manufacturing employment data and patent microdata for 152 EU regions, we generate a mapping of co-located innovation-related activity that highlights the complex techno-economic structures of regional economies. Our analysis reveals clusters which include industries traditionally labelled as ‘high-tech’, as well as clusters that reflect centuries-old trajectories of geographically concentrated production specialisation. This research sheds new light on the co-location of innovation-related activity in regional economies and provides insights for policymakers and practitioners seeking to foster innovation and economic development in the context of evolving knowledge and production eco-systems.

Suggested Citation

  • George Christopoulos & René Wintjes, 2024. "Identifying Clusters as Local Innovation Systems," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(2), pages 9784-9823, June.
    • Handle: RePEc:spr:jknowl:v:15:y:2024:i:2:d:10.1007_s13132-023-01481-9
    DOI: 10.1007/s13132-023-01481-9
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    1. Andrea Morrison & Roberta Rabellotti & Lorenzo Zirulia, 2013. "When Do Global Pipelines Enhance the Diffusion of Knowledge in Clusters?," Economic Geography, Taylor & Francis Journals, vol. 89(1), pages 77-96, January.
    2. Jensen, Morten Berg & Johnson, Bjorn & Lorenz, Edward & Lundvall, Bengt Ake, 2007. "Forms of knowledge and modes of innovation," Research Policy, Elsevier, vol. 36(5), pages 680-693, June.
    3. Klepper, Steven, 2010. "The origin and growth of industry clusters: The making of Silicon Valley and Detroit," Journal of Urban Economics, Elsevier, vol. 67(1), pages 15-32, January.
    4. Frank Neffke & Martin Henning & Ron Boschma, 2011. "How Do Regions Diversify over Time? Industry Relatedness and the Development of New Growth Paths in Regions," Economic Geography, Taylor & Francis Journals, vol. 87(3), pages 237-265, July.
    5. Luciana Lazzeretti & Silvia Rita Sedita & Annalisa Caloffi, 2014. "Founders and disseminators of cluster research," Journal of Economic Geography, Oxford University Press, vol. 14(1), pages 21-43, January.
    6. Cowan, Robin & Jonard, Nicolas, 2004. "Network structure and the diffusion of knowledge," Journal of Economic Dynamics and Control, Elsevier, vol. 28(8), pages 1557-1575, June.
    7. André Lorentz & Maria Savona, 2008. "Evolutionary Micro-dynamics and Changes in the Economic Structure," Working Papers hal-00279238, HAL.
    8. Cooke, Phil, 2005. "Regionally asymmetric knowledge capabilities and open innovation: Exploring 'Globalisation 2'--A new model of industry organisation," Research Policy, Elsevier, vol. 34(8), pages 1128-1149, October.
    9. André Lorentz & Maria Savona, 2009. "Evolutionary micro-dynamics and changes in the economic structure," Springer Books, in: Uwe Cantner & Jean-Luc Gaffard & Lionel Nesta (ed.), Schumpeterian Perspectives on Innovation, Competition and Growth, pages 137-160, Springer.
    10. Thomas Kemeny & Michael Storper, 2015. "Is Specialization Good for Regional Economic Development?," Regional Studies, Taylor & Francis Journals, vol. 49(6), pages 1003-1018, June.
    11. Michael Porter, 2003. "The Economic Performance of Regions," Regional Studies, Taylor & Francis Journals, vol. 37(6-7), pages 549-578.
    12. Thierry Lallemand & Robert Plasman & François Rycx, 2007. "The establishment-size wage premium: evidence from European countries," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 34(5), pages 427-451, December.
    13. W. Rupert Maclaurin, 1953. "The Sequence from Invention to Innovation and Its Relation to Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 67(1), pages 97-111.
    14. Schumpeter, Joseph A., 1947. "The Creative Response in Economic History," The Journal of Economic History, Cambridge University Press, vol. 7(2), pages 149-159, November.
    15. Adam B. Jaffe & Manuel Trajtenberg & Rebecca Henderson, 1993. "Geographic Localization of Knowledge Spillovers as Evidenced by Patent Citations," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 108(3), pages 577-598.
    16. Glenn Ellison & Edward L. Glaeser & William R. Kerr, 2010. "What Causes Industry Agglomeration? Evidence from Coagglomeration Patterns," American Economic Review, American Economic Association, vol. 100(3), pages 1195-1213, June.
    17. Christian Ketels & Sergiy Protsiv, 2013. "Clusters and the New Growth Path for Europe. WWWforEurope Working Paper No. 14," WIFO Studies, WIFO, number 46866.
    18. Edward Feser & Edward Bergman, 2000. "National Industry Cluster Templates: A Framework for Applied Regional Cluster Analysis," Regional Studies, Taylor & Francis Journals, vol. 34(1), pages 1-19.
    19. Anne Ter Wal & Ron Boschma, 2011. "Co-evolution of Firms, Industries and Networks in Space," Regional Studies, Taylor & Francis Journals, vol. 45(7), pages 919-933.
    20. Elisa Giuliani, 2005. "The Structure of Cluster Knowledge Networks Uneven, not Pervasive and Collective," DRUID Working Papers 05-11, DRUID, Copenhagen Business School, Department of Industrial Economics and Strategy/Aalborg University, Department of Business Studies.
    21. K. J. Arrow, 1971. "The Economic Implications of Learning by Doing," Palgrave Macmillan Books, in: F. H. Hahn (ed.), Readings in the Theory of Growth, chapter 11, pages 131-149, Palgrave Macmillan.
    22. Martin Srholec & Bart Verspagen, 2012. "The Voyage of the Beagle into innovation: explorations on heterogeneity, selection, and sectors," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 21(5), pages 1221-1253, October.
    23. Patrick Chorley, 1987. "The cloth exports of Flanders and northern France during the thirteenth century: a luxury trade?," Economic History Review, Economic History Society, vol. 40(3), pages 349-379, August.
    24. Beaudry, Catherine & Schiffauerova, Andrea, 2009. "Who's right, Marshall or Jacobs? The localization versus urbanization debate," Research Policy, Elsevier, vol. 38(2), pages 318-337, March.
    25. Ron Martin & Peter Sunley, 2003. "Deconstructing clusters: chaotic concept or policy panacea?," Journal of Economic Geography, Oxford University Press, vol. 3(1), pages 5-35, January.
    26. Claudius Graebner & Jakob Hafele, 2020. "The emergence of core-periphery structures in the European Union: a complexity perspective," ICAE Working Papers 113, Johannes Kepler University, Institute for Comprehensive Analysis of the Economy.
    27. Mercedes Delgado, 2020. "The co-location of innovation and production in clusters," Industry and Innovation, Taylor & Francis Journals, vol. 27(8), pages 842-870, September.
    28. Tianlan Fu & Chun Yang & Lixun Li, 2020. "Market imperative and cluster evolution in China: evidence from Shunde," Regional Studies, Taylor & Francis Journals, vol. 54(2), pages 244-255, February.
    29. Mercedes Delgado & Michael E. Porter & Scott Stern, 2016. "Defining clusters of related industries," Journal of Economic Geography, Oxford University Press, vol. 16(1), pages 1-38.
    30. Pierre-Alexandre Balland & Ron Boschma & Joan Crespo & David L. Rigby, 2019. "Smart specialization policy in the European Union: relatedness, knowledge complexity and regional diversification," Regional Studies, Taylor & Francis Journals, vol. 53(9), pages 1252-1268, September.
    31. Ron Boschma, 2005. "Proximity and Innovation: A Critical Assessment," Regional Studies, Taylor & Francis Journals, vol. 39(1), pages 61-74.
    32. André Lorentz & Maria Savona, 2009. "Evolutionary micro-dynamics and changes in the economic structure," Springer Books, in: Uwe Cantner & Jean-Luc Gaffard & Lionel Nesta (ed.), Schumpeterian Perspectives on Innovation, Competition and Growth, pages 137-160, Springer.
    33. Sara Cruz & Aurora Teixeira, 2010. "The Evolution of the Cluster Literature: Shedding Light on the Regional Studies-Regional Science Debate," Regional Studies, Taylor & Francis Journals, vol. 44(9), pages 1263-1288.
    34. Carlo Corradini & Enrico Vanino, 2022. "Path dependency, regional variety and the dynamics of new firm creation in rooted and pioneering industries [The knowledge spillover theory of entrepreneurship]," Journal of Economic Geography, Oxford University Press, vol. 22(3), pages 631-651.
    35. repec:taf:entreg:v:23:y:2011:i:3-4:p:235-257 is not listed on IDEAS
    36. E. Carayannis & E. Grigoroudis, 2014. "Linking innovation, productivity, and competitiveness: implications for policy and practice," The Journal of Technology Transfer, Springer, vol. 39(2), pages 199-218, April.
    37. Kevin Morgan, 1997. "The Learning Region: Institutions, Innovation and Regional Renewal," Regional Studies, Taylor & Francis Journals, vol. 31(5), pages 491-503.
    38. Romer, Paul M, 1987. "Growth Based on Increasing Returns Due to Specialization," American Economic Review, American Economic Association, vol. 77(2), pages 56-62, May.
    39. Pla-Barber, José & Alegre, Joaquín, 2007. "Analysing the link between export intensity, innovation and firm size in a science-based industry," International Business Review, Elsevier, vol. 16(3), pages 275-293, June.
    40. Richard R. Nelson, 1959. "The Simple Economics of Basic Scientific Research," Journal of Political Economy, University of Chicago Press, vol. 67(3), pages 297-297.
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