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The role of R&D-intensive clusters for regional competitiveness

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  • Reinhold Kosfeld

    (University of Kassel)

  • Timo Mitze

    (Southern University of Denmark)

Abstract

Modern cluster theory provides reasons for positive external effects that accrue from the interaction of spatially proximate firms operating in common and related fields of economic activity. In this paper, we examine the impact of R&D-intensive clusters as a key factor of regional competitiveness on productivity and innovation growth. In analogy to the industry-oriented concepts of related and unrelated variety (Frenken, Van Oort, Verburg 2007), we differentiate between effects of cluster specialisation and diversity. The identification of R&D-intensive clusters is based on a hybrid approach of qualitative input-output analysis and spatial scanning (Kosfeld and Titze 2017). Our empirical study is conducted for a panel of German NUTS-3 regions in 2001-2011. To comprehensive account for specialisation and diversity effects of clustering we adopt a spatial econometric approach, which allows us to identify these effects beyond the geographical boundaries of a single region. After controlling for regional characteristics and unobserved heterogeneity, a robust ‘cluster strength’ effect (i.e. specialization) on productivity growth is found within the context of conditional convergence across German regions. With regard to the underlying mechanisms, we find that the presence of a limited number of R&D-intensive clusters in specific technological fields is most strongly linked to higher levels of regional productivity growth. While we also observe a positive effect of cluster strength on innovation growth once we account for spatial spillovers, no significant effects of ‘cluster diversity’ can be identified. This indicates that some but not all cluster-based regional development strategies are promising policy tools to foster regional growth processes.

Suggested Citation

  • Reinhold Kosfeld & Timo Mitze, 2020. "The role of R&D-intensive clusters for regional competitiveness," MAGKS Papers on Economics 202001, Philipps-Universität Marburg, Faculty of Business Administration and Economics, Department of Economics (Volkswirtschaftliche Abteilung).
    • Handle: RePEc:mar:magkse:202001
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    1. 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.
    2. Sala-i-Martin, Xavier X., 1996. "Regional cohesion: Evidence and theories of regional growth and convergence," European Economic Review, Elsevier, vol. 40(6), pages 1325-1352, June.
    3. Karl Aiginger & Stephen W. Davies, 2004. "Industrial specialisation and geographic concentration: Two sides of the same coin? Not for the European Union," Journal of Applied Economics, Universidad del CEMA, vol. 7, pages 231-248, November.
    4. Florax, Raymond & Folmer, Henk, 1992. "Specification and estimation of spatial linear regression models : Monte Carlo evaluation of pre-test estimators," Regional Science and Urban Economics, Elsevier, vol. 22(3), pages 405-432, September.
    5. Dirk Fornahl & Robert Hassink (ed.), 2017. "The Life Cycle of Clusters," Books, Edward Elgar Publishing, number 16617.
    6. Michael Porter, 2003. "The Economic Performance of Regions," Regional Studies, Taylor & Francis Journals, vol. 37(6-7), pages 549-578.
    7. Timothy F. Slaper & Karter M. Harmon & Barry M. Rubin, 2018. "Industry Clusters and Regional Economic Performance: A Study Across U.S. Metropolitan Statistical Areas," Economic Development Quarterly, , vol. 32(1), pages 44-59, February.
    8. Kowalewski Julia, 2013. "Inter-industrial Relations and Sectoral Employment Development in German Regions," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 233(4), pages 486-504, August.
    9. Michele Coscia & Timothy Cheston & Ricardo Hausmann, 2017. "Institutions vs. Social Interactions in Driving Economic Convergence: Evidence from Colombia," CID Working Papers 331, Center for International Development at Harvard University.
    10. Jose Claudio Pires & Tulio Cravo & Simon Lodato & Caio Piza, 2013. "Industrial Clusters and Economic Performance in Brazil," OVE Working Papers 0513, Inter-American Development Bank, Office of Evaluation and Oversight (OVE).
    11. Jose Claudio Pires & Tulio Cravo & Simon Lodato & Caio Piza, 2013. "Economic Performance and Industrial Clusters in Brazil," OVE Working Papers 0213, Inter-American Development Bank, Office of Evaluation and Oversight (OVE).
    12. Folta, Timothy B. & Cooper, Arnold C. & Baik, Yoon-suk, 2006. "Geographic cluster size and firm performance," Journal of Business Venturing, Elsevier, vol. 21(2), pages 217-242, March.
    13. Randall W. Eberts & Daniel P. McMillen, 1999. "Agglomeration Economies and Urban Public Infrastructure," Book chapters authored by Upjohn Institute researchers, in: Paul Cheshire & Edwin S. Mills (ed.),handbook or Regional and Urban Economics, volume 3, pages 1455-1495, W.E. Upjohn Institute for Employment Research.
    14. Loet Leydesdorff, 2018. "Diversity and interdisciplinarity: how can one distinguish and recombine disparity, variety, and balance?," Scientometrics, Springer;Akadémiai Kiadó, vol. 116(3), pages 2113-2121, September.
    15. Jung Won Sonn & In Kwon Park, 2011. "The Increasing Importance of Agglomeration Economies Hidden behind Convergence," Urban Studies, Urban Studies Journal Limited, vol. 48(10), pages 2180-2194, August.
    16. Manfred M. Fischer & Arthur Getis (ed.), 2010. "Handbook of Applied Spatial Analysis," Springer Books, Springer, number 978-3-642-03647-7, June.
    17. Reinhold Kosfeld & Mirko Titze, 2017. "Benchmark Value-added Chains and Regional Clusters in R&D-intensive Industries," International Regional Science Review, , vol. 40(5), pages 530-558, September.
    18. Delgado, Mercedes & Porter, Michael E. & Stern, Scott, 2014. "Clusters, convergence, and economic performance," Research Policy, Elsevier, vol. 43(10), pages 1785-1799.
    19. Andy Stirling, 2007. "A General Framework for Analysing Diversity in Science, Technology and Society," SPRU Working Paper Series 156, SPRU - Science Policy Research Unit, University of Sussex Business School.
    20. Ragnitz, Joachim, 2007. "Explaining the East German productivity gap: the role of human capital," Kiel Working Papers 1310, Kiel Institute for the World Economy (IfW Kiel).
    21. Federico Cingano & Fabiano Schivardi, 2004. "Identifying the Sources of Local Productivity Growth," Journal of the European Economic Association, MIT Press, vol. 2(4), pages 720-742, June.
    22. 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.
    23. Glaeser, Edward L & Hedi D. Kallal & Jose A. Scheinkman & Andrei Shleifer, 1992. "Growth in Cities," Journal of Political Economy, University of Chicago Press, vol. 100(6), pages 1126-1152, December.
      • Edward L. Glaeser & Hedi D. Kallal & Jose A. Scheinkman & Andrei Shleifer, 1991. "Growth in Cities," NBER Working Papers 3787, National Bureau of Economic Research, Inc.
      • Glaeser, Edward Ludwig & Kallal, Hedi D. & Scheinkman, Jose A. & Shleifer, Andrei, 1992. "Growth in Cities," Scholarly Articles 3451309, Harvard University Department of Economics.
    24. Henderson, J. Vernon, 2003. "Marshall's scale economies," Journal of Urban Economics, Elsevier, vol. 53(1), pages 1-28, January.
    25. Rothgang, Michael & Cantner, Uwe & Dehio, Jochen & Engel, Dirk & Fertig, Michael & Graf, Holger & Hinzmann, Susanne & Linshalm, Enikö & Ploder, Michael & Scholz, Anne-Marie & Töpfer, Stefan, 2015. "Accompanying evaluation of the funding instrument "Spitzencluster-Wettbewerb" (Leading-Edge Cluster Competition) of the federal ministry of education and research. Final report - Summary," RWI Materialien 90, RWI - Leibniz-Institut für Wirtschaftsforschung.
    26. Jan Fagerberg, 2003. "Schumpeter and the revival of evolutionary economics: an appraisal of the literature," Journal of Evolutionary Economics, Springer, vol. 13(2), pages 125-159, April.
    27. Baltagi, Badi H. & Bresson, Georges & Pirotte, Alain, 2003. "Fixed effects, random effects or Hausman-Taylor?: A pretest estimator," Economics Letters, Elsevier, vol. 79(3), pages 361-369, June.
    28. repec:brs:ecchap:02 is not listed on IDEAS
    29. Rita Almeida, 2007. "Local Economic Structure and Growth," Spatial Economic Analysis, Taylor & Francis Journals, vol. 2(1), pages 65-90.
    30. Stilianos Alexiadis, 2013. "Convergence Clubs and Spatial Externalities," Advances in Spatial Science, Springer, edition 127, number 978-3-642-31626-5, Fall.
    31. 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.
    32. 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.
    33. Johannes Bröcker & Dirk Dohse & Rüdiger Soltwedel (ed.), 2003. "Innovation Clusters and Interregional Competition," Advances in Spatial Science, Springer, number 978-3-540-24760-9, Fall.
    34. Gianni Guastella & Francesco Timpano, 2016. "Knowledge, innovation, agglomeration and regional convergence in the EU: motivating place-based regional intervention," Review of Regional Research: Jahrbuch für Regionalwissenschaft, Springer;Gesellschaft für Regionalforschung (GfR), vol. 36(2), pages 121-143, October.
    35. Robert Dekle, 2002. "Industrial Concentration And Regional Growth: Evidence From The Prefectures," The Review of Economics and Statistics, MIT Press, vol. 84(2), pages 310-315, May.
    36. Charlie Karlsson (ed.), 2008. "Handbook of Research on Innovation and Clusters," Books, Edward Elgar Publishing, number 13104.
    37. Roberto Camagni, 2002. "On the Concept of Territorial Competitiveness: Sound or Misleading?," Urban Studies, Urban Studies Journal Limited, vol. 39(13), pages 2395-2411, December.
    38. Bell, Andrew & Jones, Kelvyn, 2015. "Explaining Fixed Effects: Random Effects Modeling of Time-Series Cross-Sectional and Panel Data," Political Science Research and Methods, Cambridge University Press, vol. 3(1), pages 133-153, January.
    39. Andrew Bell & Malcolm Fairbrother & Kelvyn Jones, 2019. "Fixed and random effects models: making an informed choice," Quality & Quantity: International Journal of Methodology, Springer, vol. 53(2), pages 1051-1074, March.
    40. Max-Peter Menzel & Dirk Fornahl, 2010. "Cluster life cycles--dimensions and rationales of cluster evolution," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 19(1), pages 205-238, February.
    41. Koen Frenken & Frank Van Oort & Thijs Verburg, 2007. "Related Variety, Unrelated Variety and Regional Economic Growth," Regional Studies, Taylor & Francis Journals, vol. 41(5), pages 685-697.
    42. Thomas Brenner & Andreas Gildner, 2006. "The long-term Implications of Local Industrial Clusters," European Planning Studies, Taylor & Francis Journals, vol. 14(9), pages 1315-1328, June.
    43. Ron Martin & Peter Sunley, 2011. "Conceptualizing Cluster Evolution: Beyond the Life Cycle Model?," Regional Studies, Taylor & Francis Journals, vol. 45(10), pages 1299-1318, November.
    44. Reinhilde Veugelers, 2017. "Missing Convergence in Innovation Capacity in the EU: Facts and Policy Implications," European Economy - Discussion Papers 066, Directorate General Economic and Financial Affairs (DG ECFIN), European Commission.
    45. Michael E. Porter, 2000. "Location, Competition, and Economic Development: Local Clusters in a Global Economy," Economic Development Quarterly, , vol. 14(1), pages 15-34, February.
    46. de Lucio, Juan J. & Herce, Jose A. & Goicolea, Ana, 2002. "The effects of externalities on productivity growth in Spanish industry," Regional Science and Urban Economics, Elsevier, vol. 32(2), pages 241-258, March.
    47. Max Nathan & Henry Overman, 2013. "Agglomeration, clusters, and industrial policy," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 29(2), pages 383-404, SUMMER.
    48. Dan O'Donoghue & Bill Gleave, 2004. "A Note on Methods for Measuring Industrial Agglomeration," Regional Studies, Taylor & Francis Journals, vol. 38(4), pages 419-427.
    49. Elicia Maine & Daniel Shapiro & Aidan Vining, 2010. "The role of clustering in the growth of new technology-based firms," Small Business Economics, Springer, vol. 34(2), pages 127-146, February.
    50. Gregory Spencer & Tara Vinodrai & Meric Gertler & David Wolfe, 2010. "Do Clusters Make a Difference? Defining and Assessing their Economic Performance," Regional Studies, Taylor & Francis Journals, vol. 44(6), pages 697-715.
    51. Andergassen, Rainer & Nardini, Franco & Ricottilli, Massimo, 2017. "Innovation diffusion, general purpose technologies and economic growth," Structural Change and Economic Dynamics, Elsevier, vol. 40(C), pages 72-80.
    52. Frank Mcdonald & Qihai Huang & Dimitrios Tsagdis & Heinz Josef Tuselmann, 2007. "Is There Evidence to Support Porter-type Cluster Policies?," Regional Studies, Taylor & Francis Journals, vol. 41(1), pages 39-49.
    53. 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.
    54. Stéphane Maraut & Hélène Dernis & Colin Webb & Vincenzo Spiezia & Dominique Guellec, 2008. "The OECD REGPAT Database: A Presentation," OECD Science, Technology and Industry Working Papers 2008/2, OECD Publishing.
    55. Tian, Zheng, 2013. "Measuring Agglomeration Using the Standardized Location Quotient with a Bootstrap Method," Journal of Regional Analysis and Policy, Mid-Continent Regional Science Association, vol. 43(2).
    56. Ian Smith & Zoltan J. Acs & Felix R. FitzRoy, 2002. "High-technology employment and R&D in cities: Heterogeneity vs specialization," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 36(3), pages 373-386.
    57. Karl Aiginger & Stephen W. Davies, 2004. "Industrial Specialisation and Geographic Concentration: Two Sides of the Same Coin? Not for the European Union," Journal of Applied Economics, Taylor & Francis Journals, vol. 7(2), pages 231-248, November.
    58. P. C. Cheshire & E. S. Mills (ed.), 1999. "Handbook of Regional and Urban Economics," Handbook of Regional and Urban Economics, Elsevier, edition 1, volume 3, number 3.
    59. Mirko Titze & Matthias Brachert & Alexander Kubis, 2011. "The Identification of Regional Industrial Clusters Using Qualitative Input-Output Analysis (QIOA)," Regional Studies, Taylor & Francis Journals, vol. 45(1), pages 89-102.
    60. 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.
    61. Nazrul Islam, 1995. "Growth Empirics: A Panel Data Approach," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(4), pages 1127-1170.
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    More about this item

    Keywords

    Industry clusters; regional competitiveness; cluster specialisation; cluster diversity; correlated random effects model;
    All these keywords.

    JEL classification:

    • L16 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Industrial Organization and Macroeconomics; Macroeconomic Industrial Structure
    • R11 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes
    • R15 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Econometric and Input-Output Models; Other Methods

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