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Through the magnifying glass: an analysis of regional innovation models based on co-word and meta-synthesis methods

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  • Reza Naghizadeh
  • Shaban Elahi
  • Manoochehr Manteghi
  • Sepehr Ghazinoory
  • Marina Ranga

Abstract

This paper performs a fine-grained analysis of regional innovation models discussed in the literature, using a combination of quantitative (co-word analysis) and qualitative (meta-synthesis) methods applied to 300 papers from the Scopus and Sage databases covering the period 1990–2013. The co-word analysis produced knowledge maps that identify the most frequently occurring regional innovation models and group them into three clusters: Cluster 1 (industrial districts, local production systems), Cluster 2 (industrial clusters and regional clusters), and Cluster 3 (innovative milieus, regional innovation systems, innovation networks and learning regions). The meta-synthesis analysis used for exploring the content of these models identified three main themes, each with several sub-themes, as well as distinct features of the regions implementing them. Based on these distinctions, a typology of regions was derived, distinguishing between Early Innovators, Transitional Innovators and Advanced Innovators, which can serve as a useful instrument for academic researchers, policy-makers and practitioners involved in regional innovation. Copyright Springer Science+Business Media Dordrecht 2015

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  • Reza Naghizadeh & Shaban Elahi & Manoochehr Manteghi & Sepehr Ghazinoory & Marina Ranga, 2015. "Through the magnifying glass: an analysis of regional innovation models based on co-word and meta-synthesis methods," Quality & Quantity: International Journal of Methodology, Springer, vol. 49(6), pages 2481-2505, November.
  • Handle: RePEc:spr:qualqt:v:49:y:2015:i:6:p:2481-2505
    DOI: 10.1007/s11135-014-0123-7
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    as
    1. Chen, Kaihua & Guan, Jiancheng, 2011. "Mapping the functionality of China's regional innovation systems: A structural approach," China Economic Review, Elsevier, vol. 22(1), pages 11-27, March.
    2. Belussi, Fiorenza & Sammarra, Alessia & Sedita, Silvia Rita, 2010. "Learning at the boundaries in an "Open Regional Innovation System": A focus on firms' innovation strategies in the Emilia Romagna life science industry," Research Policy, Elsevier, vol. 39(6), pages 710-721, July.
    3. Freeman, Chris, 2002. "Continental, national and sub-national innovation systems--complementarity and economic growth," Research Policy, Elsevier, vol. 31(2), pages 191-211, February.
    4. Sotiris Zygiaris, 2009. "Regional Innovation System Failures And Highlights," Romanian Journal of Regional Science, Romanian Regional Science Association, vol. 3(2), pages 54-76, DECEMBER.
    5. Leydesdorff, Loet & Fritsch, Michael, 2006. "Measuring the knowledge base of regional innovation systems in Germany in terms of a Triple Helix dynamics," Research Policy, Elsevier, vol. 35(10), pages 1538-1553, December.
    6. Cooke, Philip & Gomez Uranga, Mikel & Etxebarria, Goio, 1997. "Regional innovation systems: Institutional and organisational dimensions," Research Policy, Elsevier, vol. 26(4-5), pages 475-491, December.
    7. Doloreux, David & Parto, Saeed, 2005. "Regional innovation systems: Current discourse and unresolved issues," Technology in Society, Elsevier, vol. 27(2), pages 133-153.
    8. M.J. Cobo & A.G. López-Herrera & E. Herrera-Viedma & F. Herrera, 2011. "Science mapping software tools: Review, analysis, and cooperative study among tools," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 62(7), pages 1382-1402, July.
    9. Buesa, Mikel & Heijs, Joost & Baumert, Thomas, 2010. "The determinants of regional innovation in Europe: A combined factorial and regression knowledge production function approach," Research Policy, Elsevier, vol. 39(6), pages 722-735, July.
    10. Päivi Oinas & Edward J. Malecki, 2002. "The Evolution of Technologies in Time and Space: From National and Regional to Spatial Innovation Systems," International Regional Science Review, , vol. 25(1), pages 102-131, January.
    11. Asheim, Bjorn T. & Coenen, Lars, 2005. "Knowledge bases and regional innovation systems: Comparing Nordic clusters," Research Policy, Elsevier, vol. 34(8), pages 1173-1190, October.
    12. Hugo Pinto & João Guerreiro, 2010. "Innovation regional planning and latent dimensions: the case of the Algarve region," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 44(2), pages 315-329, April.
    13. Maskell, Peter & Malmberg, Anders, 1999. "Localised Learning and Industrial Competitiveness," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 23(2), pages 167-185, March.
    14. Leydesdorff, Loet & Meyer, Martin, 2006. "Triple Helix indicators of knowledge-based innovation systems: Introduction to the special issue," Research Policy, Elsevier, vol. 35(10), pages 1441-1449, December.
    15. Martin Andersson & Börje Johansson, 2008. "Innovation Ideas and Regional Characteristics: Product Innovations and Export Entrepreneurship by Firms in Swedish Regions," Growth and Change, Wiley Blackwell, vol. 39(2), pages 193-224, June.
    16. Bjørn Asheim & Lars Coenen, 2006. "Contextualising Regional Innovation Systems in a Globalising Learning Economy: On Knowledge Bases and Institutional Frameworks," The Journal of Technology Transfer, Springer, vol. 31(1), pages 163-173, January.
    17. Michael Fritsch, 2002. "Measuring the Quality of Regional Innovation Systems: A Knowledge Production Function Approach," International Regional Science Review, , vol. 25(1), pages 86-101, January.
    18. Susan Christopherson & Jennifer Clark, 2007. "Power in Firm Networks: What it Means for Regional Innovation Systems," Regional Studies, Taylor & Francis Journals, vol. 41(9), pages 1223-1236.
    19. Nees Jan Eck & Ludo Waltman, 2010. "Software survey: VOSviewer, a computer program for bibliometric mapping," Scientometrics, Springer;Akadémiai Kiadó, vol. 84(2), pages 523-538, August.
    20. Storper, Michael, 1995. "Regional technology coalitions an essential dimension of national technology policy," Research Policy, Elsevier, vol. 24(6), pages 895-911, November.
    21. Archibugi, Daniele & Iammarino, Simona, 1999. "The policy implications of the globalisation of innovation," Research Policy, Elsevier, vol. 28(2-3), pages 317-336, March.
    22. Ciaran Driver & Christine Oughton, 2008. "Dynamic models of regional innovation: explorations with British time-series data," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 1(2), pages 205-217.
    23. Zoltan J. Acs & Luc Anselin & Attila Varga, 2008. "Patents and Innovation Counts as Measures of Regional Production of New Knowledge," Chapters, in: Entrepreneurship, Growth and Public Policy, chapter 11, pages 135-151, Edward Elgar Publishing.
    24. Cooke, Philip, 2002. "Regional Innovation Systems: General Findings and Some New Evidence from Biotechnology Clusters," The Journal of Technology Transfer, Springer, vol. 27(1), pages 133-145, January.
    25. Asakawa, Kazuhiro & Lehrer, Mark, 2003. "Managing local knowledge assets globally: the role of regional innovation relays," Journal of World Business, Elsevier, vol. 38(1), pages 31-42, February.
    26. Kaiser, Robert & Prange, Heiko, 2004. "The reconfiguration of National Innovation Systems--the example of German biotechnology," Research Policy, Elsevier, vol. 33(3), pages 395-408, April.
    27. Etzkowitz, Henry & Leydesdorff, Loet, 2000. "The dynamics of innovation: from National Systems and "Mode 2" to a Triple Helix of university-industry-government relations," Research Policy, Elsevier, vol. 29(2), pages 109-123, February.
    28. E Ray Canterbery, 2001. "A Brief History of Economics:Artful Approaches to the Dismal Science," World Scientific Books, World Scientific Publishing Co. Pte. Ltd., number 4079, February.
    29. E.C.M. Noyons & H.F. Moed & M. Luwel, 1999. "Combining mapping and citation analysis for evaluative bibliometric purposes: A bibliometric study," Journal of the American Society for Information Science, Association for Information Science & Technology, vol. 50(2), pages 115-131.
    30. Balazs Lengyel & Loet Leydesdorff, 2011. "Regional Innovation Systems in Hungary: The Failing Synergy at the National Level," Regional Studies, Taylor & Francis Journals, vol. 45(5), pages 677-693.
    31. Giulia Ajmone Marsan & Karen Maguire, 2011. "Categorisation of OECD Regions Using Innovation-Related Variables," OECD Regional Development Working Papers 2011/3, OECD Publishing.
    32. Cali Nuur & Linda Gustavsson & Staffan Laestadius, 2009. "Promoting Regional Innovation Systems in a Global Context," Industry and Innovation, Taylor & Francis Journals, vol. 16(1), pages 123-139.
    33. Riccardo Crescenzi & Andrés Rodriguez-Pose & Michael Storper, 2007. "The territorial dynamics of innovation: a Europe-United States comparative analysis," Journal of Economic Geography, Oxford University Press, vol. 7(6), pages 673-709, November.
    34. Ugo Fratesi, 2010. "Regional innovation and competitiveness in a dynamic representation," Journal of Evolutionary Economics, Springer, vol. 20(4), pages 515-552, August.
    35. Jennifer Clark & Hsin-I Huang & John P. Walsh, 2009. "A typology of 'innovation districts': what it means for regional resilience," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 3(1), pages 121-137.
    36. Oughton, Christine & Landabaso, Mikel & Morgan, Kevin, 2002. "The Regional Innovation Paradox: Innovation Policy and Industrial Policy," The Journal of Technology Transfer, Springer, vol. 27(1), pages 97-110, January.
    37. Verspagen, Bart & Windrum, Paul, 2009. "Introduction to the special issue on the regional dimensions of innovation," Structural Change and Economic Dynamics, Elsevier, vol. 20(3), pages 161-162, September.
    38. E Ray Canterbery, 2010. "A BRIEF HISTORY OF ECONOMICS:Artful Approaches to the Dismal Science (2nd Edition)," World Scientific Books, World Scientific Publishing Co. Pte. Ltd., edition 2, number 7661, February.
    39. Frank Moulaert & Farid Sekia, 2003. "Territorial Innovation Models: A Critical Survey," Regional Studies, Taylor & Francis Journals, vol. 37(3), pages 289-302.
    40. Arne Isaksen, 2009. "Innovation Dynamics of Global Competitive Regional Clusters: The Case of the Norwegian Centres of Expertise," Regional Studies, Taylor & Francis Journals, vol. 43(9), pages 1155-1166.
    41. Li, Xibao, 2009. "China's regional innovation capacity in transition: An empirical approach," Research Policy, Elsevier, vol. 38(2), pages 338-357, March.
    42. Jerry Courvisanos, 2009. "Regional Innovation for Sustainable Development: An Australian Perspective," Journal of Innovation Economics, De Boeck Université, vol. 0(1), pages 119-143.
    43. Todtling, Franz & Trippl, Michaela, 2005. "One size fits all?: Towards a differentiated regional innovation policy approach," Research Policy, Elsevier, vol. 34(8), pages 1203-1219, October.
    44. Jon Zabala-Iturriagagoitia & Peter Voigt & Antonio Gutierrez-Gracia & Fernando Jimenez-Saez, 2007. "Regional Innovation Systems: How to Assess Performance," Regional Studies, Taylor & Francis Journals, vol. 41(5), pages 661-672.
    45. Kevin Morgan, 1997. "The Learning Region: Institutions, Innovation and Regional Renewal," Regional Studies, Taylor & Francis Journals, vol. 31(5), pages 491-503.
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