IDEAS home Printed from https://ideas.repec.org/p/wiw/wiwrsa/ersa14p1813.html
   My bibliography  Save this paper

The impact of knowledge spillovers on regional total factor productivity. New empirical evidence from selected European countries

Author

Listed:
  • Paula Puskarova
  • Philipp Piribauer

Abstract

This paper aims to identify the contribution of knowledge capital and its determinant - human capital - to total factor productivity differences among regions within a regression framework in general and the impact of their spillovers on regional total factor productivity in particular. The focus is laid on interregional spillovers between the Western and Eastern EU and namely, within the triangle of capital regions Vienna-Budapest-Bratislava. The results challenge some previous empirical studies in the sense that once the human capital is accounted for, the significance and magnitude of spillovers from conventional reservoirs of knowledge - patent stocks - falls. Vienna appears to be the largest contributor to the productivity increases in Bratislava. Budapest's productivity seems to be sensitive to knowledge and human capital endowments of EU, but not those of Vienna. Keywords: knowledge capital, knowledge spillover, human capital, human capital spillover, total factor productivity, spatial panel

Suggested Citation

  • Paula Puskarova & Philipp Piribauer, 2014. "The impact of knowledge spillovers on regional total factor productivity. New empirical evidence from selected European countries," ERSA conference papers ersa14p1813, European Regional Science Association.
    • Handle: RePEc:wiw:wiwrsa:ersa14p1813
    as

    Download full text from publisher

    File URL: https://www-sre.wu.ac.at/ersa/ersaconfs/ersa14/e140826aFinal01829.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Ishise, Hirokazu & Sawada, Yasuyuki, 2009. "Aggregate returns to social capital: Estimates based on the augmented augmented-Solow model," Journal of Macroeconomics, Elsevier, vol. 31(3), pages 376-393, September.
    2. Lee, Lung-fei & Yu, Jihai, 2010. "Estimation of spatial autoregressive panel data models with fixed effects," Journal of Econometrics, Elsevier, vol. 154(2), pages 165-185, February.
    3. Ayhan Kose, M. & Prasad, Eswar S. & Terrones, Marco E., 2009. "Does openness to international financial flows raise productivity growth?," Journal of International Money and Finance, Elsevier, vol. 28(4), pages 554-580, June.
    4. Yasser Abdih & Frederick Joutz, 2006. "Relating the Knowledge Production Function to Total Factor Productivity: An Endogenous Growth Puzzle," IMF Staff Papers, Palgrave Macmillan, vol. 53(2), pages 1-3.
    5. Jesse M. Shapiro, 2006. "Smart Cities: Quality of Life, Productivity, and the Growth Effects of Human Capital," The Review of Economics and Statistics, MIT Press, vol. 88(2), pages 324-335, May.
    6. 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.
    7. Eckhardt Bode & Peter Nunnenkamp & Andreas Waldkirch, 2012. "Spatial effects of foreign direct investment in US states," Canadian Journal of Economics, Canadian Economics Association, vol. 45(1), pages 16-40, February.
    8. Krammer, Sorin M.S., 2014. "Assessing the relative importance of multiple channels for embodied and disembodied technological spillovers," Technological Forecasting and Social Change, Elsevier, vol. 81(C), pages 272-286.
    9. Boyan Jovanovic & Rafael Rob, 1989. "The Growth and Diffusion of Knowledge," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 56(4), pages 569-582.
    10. Kemeny, Thomas, 2010. "Does Foreign Direct Investment Drive Technological Upgrading?," World Development, Elsevier, vol. 38(11), pages 1543-1554, November.
    11. Mendi, Pedro, 2007. "Trade in disembodied technology and total factor productivity in OECD countries," Research Policy, Elsevier, vol. 36(1), pages 121-133, February.
    12. repec:fth:harver:1473 is not listed on IDEAS
    13. Nicholas Oulton & Sylaja Srinivasan, 2003. "Capital stocks, capital services, and depreciation: an integrated framework," Bank of England working papers 192, Bank of England.
    14. Cem Ertur & Wilfried Koch, 2007. "Growth, technological interdependence and spatial externalities: theory and evidence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(6), pages 1033-1062.
    15. N. Gregory Mankiw & David Romer & David N. Weil, 1992. "A Contribution to the Empirics of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(2), pages 407-437.
    16. Barbosa, Natália & Eiriz, Vasco, 2009. "Linking corporate productivity to foreign direct investment: An empirical assessment," International Business Review, Elsevier, vol. 18(1), pages 1-13, February.
    17. 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.
    18. Ricardo J. Caballero & Adam B. Jaffe, 1993. "How High Are the Giants' Shoulders: An Empirical Assessment of Knowledge Spillovers and Creative Destruction in a Model of Economic Growth," NBER Chapters, in: NBER Macroeconomics Annual 1993, Volume 8, pages 15-86, National Bureau of Economic Research, Inc.
    19. Bronwyn H. Hall & Nathan Rosenberg (ed.), 2010. "Handbook of the Economics of Innovation," Handbook of the Economics of Innovation, Elsevier, edition 1, volume 1, number 1.
    20. Keller, Wolfgang, 2010. "International Trade, Foreign Direct Investment, and Technology Spillovers," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 2, chapter 0, pages 793-829, Elsevier.
    21. James B. Ang & Jakob B. Madsen, 2013. "International R&D Spillovers And Productivity Trends In The Asian Miracle Economies," Economic Inquiry, Western Economic Association International, vol. 51(2), pages 1523-1541, April.
    22. Enrico Moretti, 2004. "Workers' Education, Spillovers, and Productivity: Evidence from Plant-Level Production Functions," American Economic Review, American Economic Association, vol. 94(3), pages 656-690, June.
    23. 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.
    24. Jordaan, Jacob A., 2008. "Intra- and Inter-industry Externalities from Foreign Direct Investment in the Mexican Manufacturing Sector: New Evidence from Mexican Regions," World Development, Elsevier, vol. 36(12), pages 2838-2854, December.
    25. Jaejoon Woo, 2009. "Productivity Growth And Technological Diffusion Through Foreign Direct Investment," Economic Inquiry, Western Economic Association International, vol. 47(2), pages 226-248, April.
    26. Ford, Timothy C. & Rork, Jonathan C., 2010. "Why buy what you can get for free? The effect of foreign direct investment on state patent rates," Journal of Urban Economics, Elsevier, vol. 68(1), pages 72-81, July.
    27. Jerzmanowski, Michal, 2007. "Total factor productivity differences: Appropriate technology vs. efficiency," European Economic Review, Elsevier, vol. 51(8), pages 2080-2110, November.
    28. Rosenthal, Stuart S. & Strange, William C., 2008. "The attenuation of human capital spillovers," Journal of Urban Economics, Elsevier, vol. 64(2), pages 373-389, September.
    29. 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.
    30. Pedro Cavalcanti Ferreira & Alberto Trejos, 2011. "Gains from Trade and Measured Total Factor Productivity," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 14(3), pages 496-510, July.
    31. Peter J. Klenow & Andrés Rodríguez-Clare, 1997. "The Neoclassical Revival in Growth Economics: Has It Gone Too Far?," NBER Chapters, in: NBER Macroeconomics Annual 1997, Volume 12, pages 73-114, National Bureau of Economic Research, Inc.
    32. Katayama, Hajime & Lu, Shihua & Tybout, James R., 2009. "Firm-level productivity studies: Illusions and a solution," International Journal of Industrial Organization, Elsevier, vol. 27(3), pages 403-413, May.
    33. Mastromarco, Camilla & Ghosh, Sucharita, 2009. "Foreign Capital, Human Capital, and Efficiency: A Stochastic Frontier Analysis for Developing Countries," World Development, Elsevier, vol. 37(2), pages 489-502, February.
    34. Daron Acemoglu, 1996. "A Microfoundation for Social Increasing Returns in Human Capital Accumulation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 111(3), pages 779-804.
    Full references (including those not matched with items on IDEAS)

    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. Paula Puškárová, 2015. "Analýza vplyvu ľudského kapitálu na celkovú produktivitu faktorov v regiónoch EÚ s využitím priestorového Durbinovho modelu [Analysis of the Human Capital Impacts on the Total Factor Productivity i," Politická ekonomie, Prague University of Economics and Business, vol. 2015(5), pages 658-676.
    2. Puškárová, Paula & Piribauer, Philipp, 2016. "The impact of knowledge spillovers on total factor productivity revisited: New evidence from selected European capital regions," Economic Systems, Elsevier, vol. 40(3), pages 335-344.
    3. 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.
    4. repec:bof:bofrdp:urn:nbn:fi:bof-201512111472 is not listed on IDEAS
    5. Neves, Pedro Cunha & Sequeira, Tiago Neves, 2018. "Spillovers in the production of knowledge: A meta-regression analysis," Research Policy, Elsevier, vol. 47(4), pages 750-767.
    6. repec:zbw:bofrdp:urn:nbn:fi:bof-201512111472 is not listed on IDEAS
    7. 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.
    8. repec:zbw:bofrdp:2015_027 is not listed on IDEAS
    9. 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.
    10. 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, April.
    11. Michael A. Verba, 2022. "Growth and innovation in the presence of knowledge and R&D accumulation dynamics," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 31(6), pages 485-510, August.
    12. Autant-Bernard, Corinne & Guironnet, Jean-Pascal & Massard, Nadine, 2011. "Agglomeration and social return to R&D: Evidence from French plant productivity changes," International Journal of Production Economics, Elsevier, vol. 132(1), pages 34-42, July.
    13. Daniel Heuermann & Benedikt Halfdanarson & Jens Suedekum, 2010. "Human Capital Externalities and the Urban Wage Premium: Two Literatures and their Interrelations," Urban Studies, Urban Studies Journal Limited, vol. 47(4), pages 749-767, April.
    14. 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.
    15. Duranton, Gilles & Puga, Diego, 2014. "The Growth of Cities," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 2, chapter 5, pages 781-853, Elsevier.
    16. World Bank Group, "undated". "Africa's Pulse, No. 18, October 2018," World Bank Publications - Reports 30455, The World Bank Group.
    17. Valentina Bosetti & Elena Verdolini, 2013. "Clean and Dirty International Technology Diffusion," Working Papers 2013.43, Fondazione Eni Enrico Mattei.
    18. Choi, Mincheol & Lee, Chang-Yang, 2021. "Technological diversification and R&D productivity: The moderating effects of knowledge spillovers and core-technology competence," Technovation, Elsevier, vol. 104(C).
    19. Mariana Pereira-López & Isidro Soloaga, 2015. "External returns to higher education in Mexico 2000-2010," Ensayos Revista de Economia, Universidad Autonoma de Nuevo Leon, Facultad de Economia, vol. 0(1), pages 1-34, May.
    20. Maria Luisa Mancusi, 2004. "International Spillovers and Absorptive Capacity: A cross-country, cross-sector analysis based on European patents and citations," STICERD - Economics of Industry Papers 35, Suntory and Toyota International Centres for Economics and Related Disciplines, LSE.
    21. Riccardo Crescenzi & Alexander Jaax, 2017. "Innovation in Russia: The Territorial Dimension," Economic Geography, Taylor & Francis Journals, vol. 93(1), pages 66-88, January.
    22. Antonelli Cristiano & Colombelli Alessandra, 2013. "Knowledge cumulability and complementarity in the knowledge generation function," Department of Economics and Statistics Cognetti de Martiis. Working Papers 201305, University of Turin.
    23. Claudio Michelacci, 2003. "Low Returns in R&D Due to the Lack of Entrepreneurial Skills," Economic Journal, Royal Economic Society, vol. 113(484), pages 207-225, January.

    More about this item

    Keywords

    knowledge capital; knowledge spillover; human capital; human capital spillover; total factor productivity; spatial panel;
    All these keywords.

    JEL classification:

    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
    • O47 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Empirical Studies of Economic Growth; Aggregate Productivity; Cross-Country Output Convergence
    • R12 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Size and Spatial Distributions of Regional Economic Activity; Interregional Trade (economic geography)

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:wiw:wiwrsa:ersa14p1813. 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: Gunther Maier (email available below). General contact details of provider: http://www.ersa.org .

    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.