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Knowledge Spillovers: An Evidence from The European Regions

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  • Arkadiusz Kijek

    (Institute of Economics and Finance, Maria Curie-Sklodowska University, 20-031 Lublin, Poland)

  • Tomasz Kijek

    (Institute of Economics and Finance, Maria Curie-Sklodowska University, 20-031 Lublin, Poland)

Abstract

The article deals with the issue of knowledge spillovers in the European regions. For this purpose, a standard Knowledge Production Function (KPF) approach was extended by the application of spatial econometrics methods. Our analysis started from the construction of the alternative structures of the spatial weight matrices. These matrices were based on technological and institutional proximities, which represent compelling alternatives to geographic proximity regarded as a kind of all-encompassing connectivity measure. The next step in our analysis was the modeling of regional knowledge generation processes. We treated R&D expenditures and human resources in science and technology as the input measures and patent applications to the European Patent Office as the output measure in our basic and extended models. The results show that the scope and direction of knowledge spillovers are sensitive to the type of knowledge (tacit vs. codified) and proximity dimension engaged. These findings contribute to the current debate in the geography of innovation and economics of knowledge literature.

Suggested Citation

  • Arkadiusz Kijek & Tomasz Kijek, 2019. "Knowledge Spillovers: An Evidence from The European Regions," Journal of Open Innovation: Technology, Market, and Complexity, MDPI, Open Access Journal, vol. 5(3), pages 1-15, September.
  • Handle: RePEc:gam:joitmc:v:5:y:2019:i:3:p:68-:d:265032
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    as
    1. Cristiano Antonelli & Gianluigi Ferraris, 2018. "The creative response and the endogenous dynamics of pecuniary knowledge externalities: an agent based simulation model," Journal of Economic Interaction and Coordination, Springer;Society for Economic Science with Heterogeneous Interacting Agents, vol. 13(3), pages 561-599, October.
    2. Richard R. Nelson, 1959. "The Economics of Invention: A Survey of the Literature," The Journal of Business, University of Chicago Press, vol. 32, pages 101-101.
    3. Ben Vermeulen & Manfred Paier (ed.), 2017. "Innovation Networks for Regional Development," Economic Complexity and Evolution, Springer, number 978-3-319-43940-2, December.
    4. Mansfield, Edwin & Schwartz, Mark & Wagner, Samuel, 1981. "Imitation Costs and Patents: An Empirical Study," Economic Journal, Royal Economic Society, vol. 91(364), pages 907-918, December.
    5. 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.
    6. Claude Diebolt & Ralph Hippe, 2019. "The long-run impact of human capital on innovation and economic development in the regions of Europe," Applied Economics, Taylor & Francis Journals, vol. 51(5), pages 542-563, January.
    7. Stephen Roper & James Love, 2006. "Innovation and regional absorptive capacity: the labour market dimension," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 40(2), pages 437-447, June.
    8. 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.
    9. Olivier Parent & James P. LeSage, 2008. "Using the variance structure of the conditional autoregressive spatial specification to model knowledge spillovers," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 23(2), pages 235-256.
    10. Corinne Autant‐Bernard & James P. LeSage, 2011. "Quantifying Knowledge Spillovers Using Spatial Econometric Models," Journal of Regional Science, Wiley Blackwell, vol. 51(3), pages 471-496, August.
    11. Mariassunta Giannetti, 2001. "Skill Complementarities and Migration Decisions," LABOUR, CEIS, vol. 15(1), pages 1-31, March.
    12. Sylvie Charlot & Riccardo Crescenzi & Antonio Musolesi, 2015. "Econometric modelling of the regional knowledge production function in Europe," Journal of Economic Geography, Oxford University Press, vol. 15(6), pages 1227-1259.
    13. Ikujiro Nonaka, 1994. "A Dynamic Theory of Organizational Knowledge Creation," Organization Science, INFORMS, vol. 5(1), pages 14-37, February.
    14. Antonelli,Cristiano & Colombelli, Alessandra, 2013. "Knowledge cumulability and complementarity in the knowledge generation function," Department of Economics and Statistics Cognetti de Martiis LEI & BRICK - Laboratory of Economics of Innovation "Franco Momigliano", Bureau of Research in Innovation, Complexity and Knowledge, Collegio 201303, University of Turin.
    15. Luisa Corrado & Bernard Fingleton, 2012. "Where Is The Economics In Spatial Econometrics?," Journal of Regional Science, Wiley Blackwell, vol. 52(2), pages 210-239, May.
    16. Adam B. Jaffe & Manuel Trajtenberg & Rebecca Henderson, 1993. "Geographic Localization of Knowledge Spillovers as Evidenced by Patent Citations," The Quarterly Journal of Economics, Oxford University Press, vol. 108(3), pages 577-598.
    17. Desrochers, Pierre, 2001. "Geographical Proximity and the Transmission of Tacit Knowledge," The Review of Austrian Economics, Springer;Society for the Development of Austrian Economics, vol. 14(1), pages 25-46, March.
    18. Jones, Charles I, 1995. "R&D-Based Models of Economic Growth," Journal of Political Economy, University of Chicago Press, vol. 103(4), pages 759-784, August.
    19. Cohen, Wesley M & Levinthal, Daniel A, 1989. "Innovation and Learning: The Two Faces of R&D," Economic Journal, Royal Economic Society, vol. 99(397), pages 569-596, September.
    20. Sergio Scicchitano, 2010. "Complementarity between heterogeneous human capital and R&D: can job-training avoid low development traps?," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 37(4), pages 361-380, November.
    21. Marcos Sanso‐Navarro & Maria Vera‐Cabello & Domingo P. Ximénez‐De‐Embún, 2017. "Human Capital Spillovers and Regional Development," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 32(4), pages 923-930, June.
    22. Jarno Hoekman & Koen Frenken & Frank Oort, 2009. "The geography of collaborative knowledge production in Europe," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 43(3), pages 721-738, September.
    23. Alexandra Zaby, 2010. "The Decision to Patent," Contributions to Economics, Springer, number 978-3-7908-2612-8, September.
    24. repec:pal:coneco:978-3-7908-2612-8 is not listed on IDEAS
    25. Philip Cooke & Bjørn Asheim & Ron Boschma & Ron Martin & Dafna Schwartz & Franz Tödtling (ed.), 2011. "Handbook of Regional Innovation and Growth," Books, Edward Elgar Publishing, number 13482.
    26. Anselin, Luc & Varga, Attila & Acs, Zoltan, 1997. "Local Geographic Spillovers between University Research and High Technology Innovations," Journal of Urban Economics, Elsevier, vol. 42(3), pages 422-448, November.
    27. Fabiana Santos & Marco Crocco & Frederico G. Jayme Jr, 2005. "Knowledge externalities and growth in peripheral regions: introductory notes," Textos para Discussão Cedeplar-UFMG td278, Cedeplar, Universidade Federal de Minas Gerais.
    28. Jaffe, Adam B, 1989. "Real Effects of Academic Research," American Economic Review, American Economic Association, vol. 79(5), pages 957-970, December.
    29. Charles I. Jones, "undated". "Population and Ideas: A Theory of Endogenous Growth," Working Papers 98014, Stanford University, Department of Economics.
    30. Ron Boschma, 2005. "Proximity and Innovation: A Critical Assessment," Regional Studies, Taylor & Francis Journals, vol. 39(1), pages 61-74.
    31. Maurseth, Per Botolf & Verspagen, Bart, 2002. " Knowledge Spillovers in Europe: A Patent Citations Analysis," Scandinavian Journal of Economics, Wiley Blackwell, vol. 104(4), pages 531-545, December.
    32. Rinaldo Evangelista & Valentina Meliciani & Antonio Vezzani, 2015. "The Specialisation of EU Regions in Fast Growing and Key Enabling Technologies," JRC Working Papers JRC98111, Joint Research Centre (Seville site).
    33. 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.
    34. Jeremy Howells & John Bessant, 2012. "Introduction: Innovation and economic geography: a review and analysis," Journal of Economic Geography, Oxford University Press, vol. 12(5), pages 929-942, September.
    35. Corinne Autant-Bernard & James Lesage, 2011. "Quantifying knowledge spillovers using spatial econometric tools," Post-Print halshs-00617709, HAL.
    36. Metcalfe, J S, 1995. "Technology Systems and Technology Policy in an Evolutionary Framework," Cambridge Journal of Economics, Oxford University Press, vol. 19(1), pages 25-46, February.
    37. Eric von Hippel, 1994. ""Sticky Information" and the Locus of Problem Solving: Implications for Innovation," Management Science, INFORMS, vol. 40(4), pages 429-439, April.
    38. Per Botolf Maurseth & Bart Verspagen, 2002. "Knowledge Spillovers in Europe: A Patent Citations Analysis," Scandinavian Journal of Economics, Wiley Blackwell, vol. 104(4), pages 531-545, December.
    39. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
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