IDEAS home Printed from https://ideas.repec.org/p/cns/cnscwp/200512.html
   My bibliography  Save this paper

Innovation Clusters in the European Regions

Author

Listed:
  • RM. Serrano
  • R. Paci
  • S. Usai

Abstract

This paper investigates on the presence of innovation clusters in the European regions. The analysis is based on a databank set up by CRENoS on regional patenting at the European Patent Office classified by ISIC sectors (2 digit), which considers 175 regions of 17 countries in Europe. Firstly, an analysis of the spatial distribution of innovation activities in Europe is performed. Some global and local indicators for spatial association are presented, indicating the presence of a general dependence process in the distribution of the phenomena under examination. The analysis is implemented for 23 manufacturing sectors to assess for the presence of significant differences in their spatial features. Moreover, the extent and strength of spatial externalities are evaluated for two periods - 1994-96 and 1999-01. Secondly, this paper contributes to the analysis of the process of spatial agglomeration of innovative activities by investigating directly its determinants. Our main purpose is to identify the extent to which the degree of specialisation or diversity in a region may affect the innovative activities in a particular local industry. Other local factors are also tested such as home market effect and other agglomeration phenomena. Moreover the geographical extent of such effects is measured by means of the usual tests of spatial econometrics.

Suggested Citation

  • RM. Serrano & R. Paci & S. Usai, 2005. "Innovation Clusters in the European Regions," Working Paper CRENoS 200512, Centre for North South Economic Research, University of Cagliari and Sassari, Sardinia.
    • Handle: RePEc:cns:cnscwp:200512
    as

    Download full text from publisher

    File URL: https://crenos.unica.it/crenos/node/231
    Download Restriction: no
    File URL: https://crenos.unica.it/crenos/sites/default/files/wp/05-12.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Lydia Greunz, 2003. "Geographically and technologically mediated knowledge spillovers between European regions," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 37(4), pages 657-680, December.
    2. Zoltan J. Acs & David B. Audretsch & Maryann P. Feldman, 2008. "R&D Spillovers and Recipient Firm Size," Chapters, in: Entrepreneurship, Growth and Public Policy, chapter 8, pages 88-94, Edward Elgar Publishing.
    3. Stefano Breschi, 2000. "The Geography of Innovation: A Cross-sector Analysis," Regional Studies, Taylor & Francis Journals, vol. 34(3), pages 213-229.
    4. repec:fth:harver:1473 is not listed on IDEAS
    5. A. Varga, 2006. "Spatial Knowledge Spillovers and University Research: Evidence from Austria," Springer Books, in: Innovation, Networks, and Knowledge Spillovers, chapter 10, pages 211-232, Springer.
    6. Edward L. Glaeser & Glenn Ellison, 1999. "The Geographic Concentration of Industry: Does Natural Advantage Explain Agglomeration?," American Economic Review, American Economic Association, vol. 89(2), pages 311-316, May.
    7. Luc Anselin & Attila Varga & Zoltan Acs, 2008. "Local Geographic Spillovers Between University Research and High Technology Innovations," Chapters, in: Entrepreneurship, Growth and Public Policy, chapter 9, pages 95-121, Edward Elgar Publishing.
    8. Krugman, Paul, 1991. "Increasing Returns and Economic Geography," Journal of Political Economy, University of Chicago Press, vol. 99(3), pages 483-499, June.
    9. Feldman, Maryann P. & Audretsch, David B., 1999. "Innovation in cities:: Science-based diversity, specialization and localized competition," European Economic Review, Elsevier, vol. 43(2), pages 409-429, February.
    10. Jaffe, Adam B, 1989. "Real Effects of Academic Research," American Economic Review, American Economic Association, vol. 79(5), pages 957-970, December.
    11. Bottazzi, Laura & Peri, Giovanni, 2003. "Innovation and spillovers in regions: Evidence from European patent data," European Economic Review, Elsevier, vol. 47(4), pages 687-710, August.
    12. Wagner, Alfred, 1891. "Marshall's Principles of Economics," History of Economic Thought Articles, McMaster University Archive for the History of Economic Thought, vol. 5, pages 319-338.
    13. Kelly, Morgan & Hageman, Anya, 1999. "Marshallian Externalities in Innovation," Journal of Economic Growth, Springer, vol. 4(1), pages 39-54, March.
    14. Breschi, Stefano & Lissoni, Francesco, 2001. "Knowledge Spillovers and Local Innovation Systems: A Critical Survey," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 10(4), pages 975-1005, December.
    15. Combes, Pierre-Philippe & Overman, Henry G., 2004. "The spatial distribution of economic activities in the European Union," Handbook of Regional and Urban Economics, in: J. V. Henderson & J. F. Thisse (ed.), Handbook of Regional and Urban Economics, edition 1, volume 4, chapter 64, pages 2845-2909, Elsevier.
    16. Rosina Moreno & Raffaele Paci & Stefano Usai, 2005. "Spatial Spillovers and Innovation Activity in European Regions," Environment and Planning A, , vol. 37(10), pages 1793-1812, October.
    17. Zvi Griliches, 1998. "Issues in Assessing the Contribution of Research and Development to Productivity Growth," NBER Chapters, in: R&D and Productivity: The Econometric Evidence, pages 17-45, National Bureau of Economic Research, Inc.
    18. Eckhardt Bode, 2004. "The spatial pattern of localized R&D spillovers: an empirical investigation for Germany," Journal of Economic Geography, Oxford University Press, vol. 4(1), pages 43-64, January.
    19. Rosina Moreno & Raffaele Paci & Stefano Usai, 2005. "Geographical and sectoral clusters of innovation in Europe," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 39(4), pages 715-739, December.
    20. Jaffe, Adam B, 1986. "Technological Opportunity and Spillovers of R&D: Evidence from Firms' Patents, Profits, and Market Value," American Economic Review, American Economic Association, vol. 76(5), pages 984-1001, December.
    21. Olof Ejermo, 2002. "Knowledge Production in Swedish Functional Regions 1993-1999," KITeS Working Papers 140, KITeS, Centre for Knowledge, Internationalization and Technology Studies, Universita' Bocconi, Milano, Italy, revised Feb 2003.
    22. Zvi Griliches, 1998. "Patent Statistics as Economic Indicators: A Survey," NBER Chapters, in: R&D and Productivity: The Econometric Evidence, pages 287-343, National Bureau of Economic Research, Inc.
    23. Audretsch, David B & Feldman, Maryann P, 1996. "R&D Spillovers and the Geography of Innovation and Production," American Economic Review, American Economic Association, vol. 86(3), pages 630-640, June.
    24. Lydia Greunz, 2003. "The impact of industrial specialisation and diversity on innovation," Brussels Economic Review, ULB -- Universite Libre de Bruxelles, vol. 46(3), pages 11-36.
    25. Corinne Autant-Bernard, 2001. "The Geography Of Knowledge Spillovers And Technological Proximity," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 10(4), pages 237-254.
    26. Fujita, Masahisa & Mori, Tomoya & Henderson, J. Vernon & Kanemoto, Yoshitsugu, 2004. "Spatial distribution of economic activities in Japan and China," Handbook of Regional and Urban Economics, in: J. V. Henderson & J. F. Thisse (ed.), Handbook of Regional and Urban Economics, edition 1, volume 4, chapter 65, pages 2911-2977, Elsevier.
    27. J. V. Henderson & J. F. Thisse (ed.), 2004. "Handbook of Regional and Urban Economics," Handbook of Regional and Urban Economics, Elsevier, edition 1, volume 4, number 4.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Marta Foddi & Raffaele Paci & Alessandra Colombelli, 2011. "The knowledge regions in the enlarged Europe," ERSA conference papers ersa11p1140, European Regional Science Association.
    2. Marrocu, Emanuela & Paci, Raffaele, 2011. "They arrive with new information. Tourism flows and production efficiency in the European regions," Tourism Management, Elsevier, vol. 32(4), pages 750-758.
    3. Daniele Archibugi & Rinaldo Evangelista & Antonio Vezzani, 2021. "Centripetal and centrifugal forces in technological activities: linking regional innovation performances to EU Science & Technology policies," Working Papers 47, Birkbeck Centre for Innovation Management Research, revised Jan 2021.
    4. Kleoniki Kalapouti & Konstantinos Petridis & Chrisovalantis Malesios & Prasanta Kumar Dey, 2020. "Measuring efficiency of innovation using combined Data Envelopment Analysis and Structural Equation Modeling: empirical study in EU regions," Annals of Operations Research, Springer, vol. 294(1), pages 297-320, November.
    5. Raffaele Paci & Stefano Usai, 2009. "Knowledge flows across European regions," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 43(3), pages 669-690, September.
    6. Hauser, Christoph & Siller, Matthias & Schatzer, Thomas & Walde, Janette & Tappeiner, Gottfried, 2018. "Measuring regional innovation: A critical inspection of the ability of single indicators to shape technological change," Technological Forecasting and Social Change, Elsevier, vol. 129(C), pages 43-55.
    7. Stefano Usai, 2011. "The Geography of Inventive Activity in OECD Regions," Regional Studies, Taylor & Francis Journals, vol. 45(6), pages 711-731.
    8. Matthias Siller & Christoph Hauser & Janette Walde & Gottfried Tappeiner, 2014. "The Multiple Facets of Regional Innovation," Working Papers 2014-19, Faculty of Economics and Statistics, Universität Innsbruck.
    9. Honggang Qi & Shenghe Liu & Wei Qi & Zhen Liu, 2019. "Geographical Concentration of Knowledge- and Technology-Intensive Industries and City Innovation in China," Sustainability, MDPI, vol. 11(18), pages 1-20, September.
    10. Valentina Meliciani & Maria Savona, 2015. "The determinants of regional specialisation in business services: agglomeration economies, vertical linkages and innovation," Journal of Economic Geography, Oxford University Press, vol. 15(2), pages 387-416.
    11. Daniele Archibugi & Rinaldo Evangelista & Antonio Vezzani, 2022. "Regional Technological Capabilities and the Access to H2020 Funds," Journal of Common Market Studies, Wiley Blackwell, vol. 60(4), pages 926-944, July.
    12. Matthias Siller & Christoph Hauser & Janette Walde & Gottfried Tappeiner, 2015. "Measuring regional innovation in one dimension: More lost than gained?," Working Papers 2015-14, Faculty of Economics and Statistics, Universität Innsbruck.
    13. Margarita Billon & Rocio Marco & Fernando Lera-Lopez, 2017. "Innovation and ICT use in the EU: an analysis of regional drivers," Empirical Economics, Springer, vol. 53(3), pages 1083-1108, November.
    14. Joshua Drucker, 2012. "The Spatial Extent of Agglomeration Economies: Evidence from Three U.S. Manufacturing Industries," Working Papers 12-01, Center for Economic Studies, U.S. Census Bureau.
    15. Rinaldo Evangelista & Valentina Meliciani & Antonio Vezzani, 2015. "The Specialisation of EU Regions in Fast Growing and Key Enabling Technologies," JRC Research Reports JRC98111, Joint Research Centre.
    16. Kleoniki Kalapouti & Nikos Varsakelis, 2015. "Intra and inter: regional knowledge spillovers in European Union," The Journal of Technology Transfer, Springer, vol. 40(5), pages 760-781, October.
    17. Rinaldo Evangelista & Valentina Meliciani & Antonio Vezzani, 2019. "Fast Growing and Key Enabling Technologies and their impact on regional growth inEurope," Working Papers 42, Birkbeck Centre for Innovation Management Research, revised Feb 2021.
    18. G. Marletto, 2006. "La politica dei trasporti come politica per l'innovazione: spunti da un approccio evolutivo," Working Paper CRENoS 200605, Centre for North South Economic Research, University of Cagliari and Sassari, Sardinia.
    19. Amjad Naveed & Nisar Ahmad, 2016. "Technology Spillovers and International Borders: A Spatial Econometric Analysis," Journal of Borderlands Studies, Taylor & Francis Journals, vol. 31(4), pages 441-461, October.
    20. OA Carboni & G Medda, 2007. "Government Size and the Composition of Public Spending in a Neoclassical Growth Model," Working Paper CRENoS 200701, Centre for North South Economic Research, University of Cagliari and Sassari, Sardinia.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. RM. Serrano & R. Paci & S. Usai, 2003. "Spatial distribution of innovation activity. The case of European regions," Working Paper CRENoS 200310, Centre for North South Economic Research, University of Cagliari and Sassari, Sardinia.
    2. Rosina Moreno & Raffaele Paci & Stefano Usai, 2005. "Spatial Spillovers and Innovation Activity in European Regions," Environment and Planning A, , vol. 37(10), pages 1793-1812, October.
    3. Christ, Julian P., 2009. "The geography and co-location of European technology-specific co-inventorship networks," Violette Reihe: Schriftenreihe des Promotionsschwerpunkts "Globalisierung und Beschäftigung" 31/2010, University of Hohenheim, Carl von Ossietzky University Oldenburg, Evangelisches Studienwerk.
    4. Stefano Usai, 2011. "The Geography of Inventive Activity in OECD Regions," Regional Studies, Taylor & Francis Journals, vol. 45(6), pages 711-731.
    5. B. Dettori & R. Paci & S. Usai, 2005. "Technological activity in the european regions," Working Paper CRENoS 200513, Centre for North South Economic Research, University of Cagliari and Sassari, Sardinia.
    6. Thomas Doring & Jan Schnellenbach, 2006. "What do we know about geographical knowledge spillovers and regional growth?: A survey of the literature," Regional Studies, Taylor & Francis Journals, vol. 40(3), pages 375-395.
    7. Ernest Miguele & Rosina Moreno, 2012. "Do labour mobility and networks foster geographical knowledge diffusion? The case of European regions," Working Papers XREAP2012-14, Xarxa de Referència en Economia Aplicada (XREAP), revised Jul 2012.
    8. Kleoniki Kalapouti & Konstantinos Petridis & Chrisovalantis Malesios & Prasanta Kumar Dey, 2020. "Measuring efficiency of innovation using combined Data Envelopment Analysis and Structural Equation Modeling: empirical study in EU regions," Annals of Operations Research, Springer, vol. 294(1), pages 297-320, November.
    9. Kleoniki Kalapouti & Nikos Varsakelis, 2015. "Intra and inter: regional knowledge spillovers in European Union," The Journal of Technology Transfer, Springer, vol. 40(5), pages 760-781, October.
    10. Ernest Miguélez & Rosina Moreno, 2013. "Do Labour Mobility and Technological Collaborations Foster Geographical Knowledge Diffusion? The Case of European Regions," Growth and Change, Wiley Blackwell, vol. 44(2), pages 321-354, June.
    11. Matthias Firgo & Peter Mayerhofer, 2015. "Wissensintensive Unternehmensdienste, Wissens-Spillovers und regionales Wachstum. Teilprojekt 1: Wissens-Spillovers und regionale Entwicklung – Welche strukturpolitische Ausrichtung optimiert das Wach," WIFO Studies, WIFO, number 58342, January.
    12. Matthias Firgo & Peter Mayerhofer, 2015. "Wissens-Spillovers und regionale Entwicklung - welche strukturpolitische Ausrichtung optimiert des Wachstum?," Working Paper Reihe der AK Wien - Materialien zu Wirtschaft und Gesellschaft 144, Kammer für Arbeiter und Angestellte für Wien, Abteilung Wirtschaftswissenschaft und Statistik.
    13. Tappeiner, Gottfried & Hauser, Christoph & Walde, Janette, 2008. "Regional knowledge spillovers: Fact or artifact?," Research Policy, Elsevier, vol. 37(5), pages 861-874, June.
    14. Rosina Moreno & Ernest Miguélez, 2012. "A Relational Approach To The Geography Of Innovation: A Typology Of Regions," Journal of Economic Surveys, Wiley Blackwell, vol. 26(3), pages 492-516, July.
    15. Cabrer-Borras, Bernardi & Serrano-Domingo, Guadalupe, 2007. "Innovation and R&D spillover effects in Spanish regions: A spatial approach," Research Policy, Elsevier, vol. 36(9), pages 1357-1371, November.
    16. Bořek Vašíček, 2008. "Prostorová ekonomie a prostorové externality: Přehled teorie a empirické evidence [Spatial economics and spatial externalities: A survey of theory and emprics]," Politická ekonomie, Prague University of Economics and Business, vol. 2008(5), pages 684-708.
    17. Teodora Corsatea & Hubert Jayet, 2014. "Spatial patterns of innovation activities in France: market’s role versus public research efforts," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 52(3), pages 739-762, May.
    18. Carlino, Gerald & Kerr, William R., 2015. "Agglomeration and Innovation," Handbook of Regional and Urban Economics, in: Gilles Duranton & J. V. Henderson & William C. Strange (ed.), Handbook of Regional and Urban Economics, edition 1, volume 5, chapter 0, pages 349-404, Elsevier.
    19. Feldman, Maryann P. & Kogler, Dieter F., 2010. "Stylized Facts in the Geography of Innovation," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 1, chapter 0, pages 381-410, Elsevier.
    20. Mario A. Maggioni & Mario Nosvelli & T. Erika Uberti, 2006. "Space Vs. Networks in the Geography of Innovation: A European Analysis," Working Papers 2006.153, Fondazione Eni Enrico Mattei.

    More about this item

    Keywords

    european regions; knowledge production function; innovative activity; spatial analysis;
    All these keywords.

    NEP fields

    This paper has been announced in the following NEP Reports:

    Lists

    This item is featured on the following reading lists, Wikipedia, or ReplicationWiki pages:
    1. Socio-Economics of Innovation

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:cns:cnscwp:200512. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: CRENoS (email available below). General contact details of provider: https://edirc.repec.org/data/crenoit.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.