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Identification of Clusters - An Actor based Approach

Author

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  • Thomas Brenner

    (Department of Geography, Philipps University Marburg)

Abstract

This paper provides two things. First, it gives an overview on the existing top-down methods for the identification of clusters (Section II). Second, it presents a new method that has been recently introduced by Scholl and Brenner (2016) in a basic version. However, the existing version of this approach is limited and does not take full advantage of its potential. The approach is further developed here and its characteristics and the procedure of its use are presented and discussed in detail (Section III).

Suggested Citation

  • Thomas Brenner, 2017. "Identification of Clusters - An Actor based Approach," Working Papers on Innovation and Space 2017-02, Philipps University Marburg, Department of Geography.
    • Handle: RePEc:pum:wpaper:2017-02
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    File URL: https://repec.geographie.uni-marburg.de/pum/wpaper/wp0217.pdf
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    References listed on IDEAS

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    1. Michael Porter, 2003. "The Economic Performance of Regions," Regional Studies, Taylor & Francis Journals, vol. 37(6-7), pages 549-578.
    2. Thomas Brenner, 2006. "Identification of Local Industrial Clusters in Germany," Regional Studies, Taylor & Francis Journals, vol. 40(9), pages 991-1004.
    3. Stuart S. Rosenthal & William C. Strange, 2003. "Geography, Industrial Organization, and Agglomeration," The Review of Economics and Statistics, MIT Press, vol. 85(2), pages 377-393, May.
    4. Gilles Duranton & Henry G. Overman, 2005. "Testing for Localization Using Micro-Geographic Data," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 72(4), pages 1077-1106.
    5. Giulio Bottazzi & Ugo Gragnolati, 2020. "Cities and Clusters: Economy-Wide and Sector-Specific Effects in Corporate Location," Regional Studies, Taylor & Francis Journals, vol. 49(1), pages 113-129, July.
    6. Jacob J de Vries & Peter Nijkamp & Piet Rietveld, 2009. "Exponential or Power Distance-Decay for Commuting? An Alternative Specification," Environment and Planning A, , vol. 41(2), pages 461-480, February.
    7. Giulio Bottazzi & Giovanni Dosi & Giorgio Fagiolo & Angelo Secchi, 2007. "Modeling industrial evolution in geographical space," Journal of Economic Geography, Oxford University Press, vol. 7(5), pages 651-672, September.
    8. Tobias Scholl & Thomas Brenner & Martin Wendel, 2016. "Evolving localization patterns of company foundationsEvidence from the German MST-industry," Journal of Evolutionary Economics, Springer, vol. 26(5), pages 1067-1087, December.
    9. 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.
    10. Krugman, Paul, 1991. "Increasing Returns and Economic Geography," Journal of Political Economy, University of Chicago Press, vol. 99(3), pages 483-499, June.
    11. Ellison, Glenn & Glaeser, Edward L, 1997. "Geographic Concentration in U.S. Manufacturing Industries: A Dartboard Approach," Journal of Political Economy, University of Chicago Press, vol. 105(5), pages 889-927, October.
    12. Rolf Sternberg & Timo Litzenberger, 2004. "Regional clusters in Germany--their geography and their relevance for entrepreneurial activities," European Planning Studies, Taylor & Francis Journals, vol. 12(6), pages 767-791, September.
    13. Agrawal, Ajay & Kapur, Devesh & McHale, John, 2008. "How do spatial and social proximity influence knowledge flows? Evidence from patent data," Journal of Urban Economics, Elsevier, vol. 64(2), pages 258-269, September.
    14. 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.
    15. Matthias Duschl & Tobias Scholl & Thomas Brenner & Dennis Luxen & Falk Raschke, 2015. "Industry-Specific Firm Growth and Agglomeration," Regional Studies, Taylor & Francis Journals, vol. 49(11), pages 1822-1839, November.
    16. Masahisa Fujita & Jacques‐François Thisse, 2003. "Does Geographical Agglomeration Foster Economic Growth? And Who Gains and Loses from It?," The Japanese Economic Review, Japanese Economic Association, vol. 54(2), pages 121-145, June.
    17. Simon Sanchez Moral, 2009. "Industrial Clusters and New Firm Creation in the Manufacturing Sector of Madrid's Metropolitan Region," Regional Studies, Taylor & Francis Journals, vol. 43(7), pages 949-965.
    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. Tobias Scholl & Thomas Brenner, 2016. "Detecting Spatial Clustering Using a Firm-Level Cluster Index," Regional Studies, Taylor & Francis Journals, vol. 50(6), pages 1054-1068, June.
    20. Duschl Matthias & Brenner Thomas & Schimke Antje & Luxen Dennis, 2014. "Firm Growth and the Spatial Impact of Geolocated External Factors," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 234(2-3), pages 234-256, April.
    21. Duschl, Matthias & Schimke, Antje & Brenner, Thomas & Luxen, Dennis, 2011. "Firm growth and the spatial impact of geolocated external factors: Empirical evidence for German manufacturing firms," Working Paper Series in Economics 36, Karlsruhe Institute of Technology (KIT), Department of Economics and Management.
    22. Andrew Crawley & Malcolm Beynon & Max Munday, 2013. "Making Location Quotients More Relevant as a Policy Aid in Regional Spatial Analysis," Urban Studies, Urban Studies Journal Limited, vol. 50(9), pages 1854-1869, July.
    23. Michael Carroll & Neil Reid & Bruce Smith, 2008. "Location quotients versus spatial autocorrelation in identifying potential cluster regions," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 42(2), pages 449-463, June.
    24. Braunerhjelm, Pontus & Carlsson, Bo, 1999. "Industry Clusters in Ohio and Sweden, 1975-1995," Small Business Economics, Springer, vol. 12(4), pages 279-293, June.
    25. James R. Held, 1996. "Clusters as an Economic Development Tool: Beyond the Pitfalls," Economic Development Quarterly, , vol. 10(3), pages 249-261, August.
    26. Edward Feser & Stuart Sweeney & Henry Renski, 2005. "A Descriptive Analysis of Discrete U.S. Industrial Complexes," Journal of Regional Science, Wiley Blackwell, vol. 45(2), pages 395-419, May.
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    Cited by:

    1. tobias König & thomas Brenner, 2022. "Skill shortages and industry clusters – Empirical evidence from German establishment data," IAW Discussion Papers 140, Institut für Angewandte Wirtschaftsforschung (IAW).
    2. Nils Grashof, 2020. "Sinking or swimming in the cluster labour pool? A firm-specific analysis of the effect of specialized labour," Jena Economics Research Papers 2020-006, Friedrich-Schiller-University Jena.
    3. Nils Grashof, 2019. "Firm-specific cluster effects - A meta-analysis," Bremen Papers on Economics & Innovation 1906, University of Bremen, Faculty of Business Studies and Economics.
    4. Tobias Ebert & Jochen E. Gebauer & Thomas Brenner & Wiebke Bleidorn & Samuel D. Gosling & Jeff Potter & P. Jason Rentfrow, 2019. "Are Regional Differences in Personality and their Correlates robust? Applying Spatial Analysis Techniques to Examine Regional Variation in Personality across the U.S. and Germany," Working Papers on Innovation and Space 2019-05, Philipps University Marburg, Department of Geography.
    5. Hesse, Kolja, 2020. "Unlocking the radical potential of German innovators How can R&D policy foster radical innovation?," Papers in Innovation Studies 2020/5, Lund University, CIRCLE - Centre for Innovation Research.
    6. Nils Grashof & Dirk Fornahl, 2020. "To be or not to be located in a cluster? A descriptive meta-analysis of the firm-specific cluster effect," Working Papers on Innovation and Space 2020-01, Philipps University Marburg, Department of Geography.
    7. Nils Grashof & Alexander Kopka, 2023. "Widening or closing the gap? The relationship between artificial intelligence, firm-level productivity and regional clusters," Bremen Papers on Economics & Innovation 2304, University of Bremen, Faculty of Business Studies and Economics.
    8. Nils Grashof, 2020. "Spill over or Spill out? - A multilevel analysis of the cluster and firm performance relationship," Papers in Evolutionary Economic Geography (PEEG) 2013, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Mar 2020.
    9. Nils Grashof & Dirk Fornahl, 2021. "“To be or not to be” located in a cluster?—A descriptive meta-analysis of the firm-specific cluster effect," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 67(3), pages 541-591, December.

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    More about this item

    Keywords

    Cluster; cluster identification; spatial methods;
    All these keywords.

    JEL classification:

    • C43 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Index Numbers and Aggregation
    • R12 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Size and Spatial Distributions of Regional Economic Activity; Interregional Trade (economic geography)
    • L60 - Industrial Organization - - Industry Studies: Manufacturing - - - General

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