IDEAS home Printed from https://ideas.repec.org/a/bla/jcmkts/v60y2022i3p580-603.html
   My bibliography  Save this article

The Two Disjointed Faces of R&D and the Productivity Gap in Europe

Author

Listed:
  • Randolph Luca Bruno
  • Elodie Douarin
  • Julia Korosteleva
  • Slavo Radosevic

Abstract

This paper explores the determinants of productivity gaps within the European Union in computing, chemicals, basic metals and food manufacturing – four sectors that vary in terms of the intensity of sectoral R&D. Our analysis reveals that the main causes of these productivity gaps are intensity of unembodied or disembodied R&D activity and R&D embodied in purchased equipment and machinery, and their interplay. While disembodied and embodied R&D are both associated positively to closing productivity gaps, the interaction between the two does not have the same effect. There is no complementarity between these technology acquisition modes, despite both disembodied and embodied technology are crucial for productivity catch up. In a policy context, this suggests possible lack of coordination between R&D policy and technology transfer (that is, foreign direct investment, trade and industrial policy). We show, also, that the productivity gap between ‘peripheral’ (southern and eastern) and ‘north’ EU countries is widening.

Suggested Citation

  • Randolph Luca Bruno & Elodie Douarin & Julia Korosteleva & Slavo Radosevic, 2022. "The Two Disjointed Faces of R&D and the Productivity Gap in Europe," Journal of Common Market Studies, Wiley Blackwell, vol. 60(3), pages 580-603, May.
  • Handle: RePEc:bla:jcmkts:v:60:y:2022:i:3:p:580-603
    DOI: 10.1111/jcms.13260
    as

    Download full text from publisher

    File URL: https://doi.org/10.1111/jcms.13260
    Download Restriction: no

    File URL: https://libkey.io/10.1111/jcms.13260?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Rachel Griffith & Stephen Redding & John Van Reenen, 2004. "Mapping the Two Faces of R&D: Productivity Growth in a Panel of OECD Industries," The Review of Economics and Statistics, MIT Press, vol. 86(4), pages 883-895, November.
    2. Michael Landesmann & Sandra M. Leitner & Robert Stehrer, 2015. "Competitiveness of the European Economy," wiiw Research Reports 401, The Vienna Institute for International Economic Studies, wiiw.
    3. Fagerberg, Jan, 1987. "A technology gap approach to why growth rates differ," Research Policy, Elsevier, vol. 16(2-4), pages 87-99, August.
    4. Chad Syverson, 2011. "What Determines Productivity?," Journal of Economic Literature, American Economic Association, vol. 49(2), pages 326-365, June.
    5. Francesco Bogliacino & Mario Pianta, 2016. "The Pavitt Taxonomy, revisited: patterns of innovation in manufacturing and services," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 33(2), pages 153-180, August.
    6. Claudius Gräbner & Philipp Heimberger & Jakob Kapeller & Bernhard Schütz, 2020. "Structural change in times of increasing openness: assessing path dependency in European economic integration," Journal of Evolutionary Economics, Springer, vol. 30(5), pages 1467-1495, November.
    7. Dosi, Giovanni & Grazzi, Marco & Moschella, Daniele, 2015. "Technology and costs in international competitiveness: From countries and sectors to firms," Research Policy, Elsevier, vol. 44(10), pages 1795-1814.
    8. Randolph Luca Bruno & Maria Cipollina, 2018. "A meta†analysis of the indirect impact of foreign direct investment in old and new EU member states: Understanding productivity spillovers," The World Economy, Wiley Blackwell, vol. 41(5), pages 1342-1377, May.
    9. Paul De Grauwe, 2014. "The Governance of a Fragile Eurozone," World Scientific Book Chapters, in: Exchange Rates and Global Financial Policies, chapter 12, pages 297-320, World Scientific Publishing Co. Pte. Ltd..
    10. Christian Bellak, 2004. "How Domestic and Foreign Firms Differ and Why Does it Matter?," Journal of Economic Surveys, Wiley Blackwell, vol. 18(4), pages 483-514, September.
    11. Ruggero Fornoni & Lydia Greunz & Nirina Rabemiafara & Roman Römisch & Terry Ward, 2017. "Economic Challenges of Lagging Regions II: Recent Structural Reforms, Outstanding Needs and Governance Issues," wiiw Research Reports 422, The Vienna Institute for International Economic Studies, wiiw.
    12. Paul De Grauwe, 2012. "A Fragile Eurozone in Search of a Better Governance," The Economic and Social Review, Economic and Social Studies, vol. 43(1), pages 1-30.
    13. Robert Kollmann & Marco Ratto & Werner Roeger & Jan in't Veld & Lukas Vogel, 2015. "What drives the German current account? And how does it affect other EU Member States?," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 30(81), pages 47-93.
    14. Lucia Foster & John C. Haltiwanger & C. J. Krizan, 2001. "Aggregate Productivity Growth: Lessons from Microeconomic Evidence," NBER Chapters, in: New Developments in Productivity Analysis, pages 303-372, National Bureau of Economic Research, Inc.
    15. Robert Vergeer & Steven Dhondt & Alfred Kleinknecht & Karolus Kraan, 2015. "Will ‘structural reforms’ of labour markets reduce productivity growth? A firm-level investigation," European Journal of Economics and Economic Policies: Intervention, Edward Elgar Publishing, vol. 12(3), pages 300—317-3, December.
    16. Daniele Archibugi & Andrea Filippetti, 2011. "Is the Economic Crisis Impairing Convergence in Innovation Performance across Europe?," Journal of Common Market Studies, Wiley Blackwell, vol. 49(6), pages 1153-1182, November.
    17. Verspagen, B. & Fagerberg, J., 2014. "One Europe or several? Causes and consequences of the European stagnation," MERIT Working Papers 2014-025, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    18. Marcel P. Timmer & Erik Dietzenbacher & Bart Los & Robert Stehrer & Gaaitzen J. Vries, 2015. "An Illustrated User Guide to the World Input–Output Database: the Case of Global Automotive Production," Review of International Economics, Wiley Blackwell, vol. 23(3), pages 575-605, August.
    19. Mowery, David C & Oxley, Joanne E, 1995. "Inward Technology Transfer and Competitiveness: The Role of National Innovation Systems," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 19(1), pages 67-93, February.
    20. 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.
    21. Yin-Wong Cheung & Antonio Garcia Pascual, 2004. "Market Structure, Technology Spillovers, and Persistence in Productivity Differentials," The International Journal of Applied Economics, Department of General Business, Southeastern Louisiana University, vol. 1(1), pages 1-23, September.
    22. Damijan, Jože P. & Rojec, Matija & Majcen, Boris & Knell, Mark, 2013. "Impact of firm heterogeneity on direct and spillover effects of FDI: Micro-evidence from ten transition countries," Journal of Comparative Economics, Elsevier, vol. 41(3), pages 895-922.
    23. 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.
    24. Daniel A. Ackerberg & Kevin Caves & Garth Frazer, 2015. "Identification Properties of Recent Production Function Estimators," Econometrica, Econometric Society, vol. 83, pages 2411-2451, November.
    25. Mark E. Doms & Timothy Dunne, 1998. "Capital Adjustment Patterns in Manufacturing Plants," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 1(2), pages 409-429, April.
    26. Philippe Aghion & Nick Bloom & Richard Blundell & Rachel Griffith & Peter Howitt, 2005. "Competition and Innovation: an Inverted-U Relationship," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 120(2), pages 701-728.
    27. Şebnem Kalemli- Özcan & Bent E. Sørensen & Carolina Villegas-Sanchez & Vadym Volosovych & Sevcan Yeşiltaş, 2024. "How to Construct Nationally Representative Firm-Level Data from the Orbis Global Database: New Facts on SMEs and Aggregate Implications for Industry Concentration," American Economic Journal: Macroeconomics, American Economic Association, vol. 16(2), pages 353-374, April.
    28. Dominique Guellec & Bruno Van Pottelsberghe de la Potterie, 2004. "From R&D to Productivity Growth: Do the Institutional Settings and the Source of Funds of R&D Matter?," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 66(3), pages 353-378, July.
    29. James Levinsohn & Amil Petrin, 2003. "Estimating Production Functions Using Inputs to Control for Unobservables," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(2), pages 317-341.
    30. Peter N. Gal, 2013. "Measuring Total Factor Productivity at the Firm Level using OECD-ORBIS," OECD Economics Department Working Papers 1049, OECD Publishing.
    31. Campos, Nauro F. & De Grauwe, Paul & Ji, Yuemei, 2017. "Structural Reforms, Growth and Inequality: An Overview of Theory, Measurement and Evidence," IZA Discussion Papers 11159, Institute of Labor Economics (IZA).
    32. J. Bradford Jensen & Robert H. McGuckin & Kevin J. Stiroh, 2001. "The Impact Of Vintage And Survival On Productivity: Evidence From Cohorts Of U.S. Manufacturing Plants," The Review of Economics and Statistics, MIT Press, vol. 83(2), pages 323-332, May.
    33. Fagerberg, Jan, 1994. "Technology and International Differences in Growth Rates," Journal of Economic Literature, American Economic Association, vol. 32(3), pages 1147-1175, September.
    34. Claudius Graebner & Jakob Hafele, 2020. "The emergence of core-periphery structures in the European Union: a complexity perspective," ICAE Working Papers 113, Johannes Kepler University, Institute for Comprehensive Analysis of the Economy.
    35. Andrea Filippetti & Antonio Peyrache, 2013. "Is the Convergence Party Over? Labour Productivity and the Technology Gap in Europe," Journal of Common Market Studies, Wiley Blackwell, vol. 51(6), pages 1006-1022, November.
    36. Frank G. van Oort & Martijn J. Burger & Joris Knoben & Otto Raspe, 2012. "Multilevel Approaches And The Firm-Agglomeration Ambiguity In Economic Growth Studies," Journal of Economic Surveys, Wiley Blackwell, vol. 26(3), pages 468-491, July.
    37. Andrea Filippetti & Antonio Peyrache, 2017. "Productivity growth and catching up: a technology gap explanation," International Review of Applied Economics, Taylor & Francis Journals, vol. 31(3), pages 283-303, May.
    38. Chung, Moon Young & Lee, Keun, 2015. "How Absorptive Capacity is Formed in a Latecomer Economy: Different Roles of Foreign Patent and Know-how Licensing in Korea," World Development, Elsevier, vol. 66(C), pages 678-694.
    39. Micheline Goedhuys & Martin Srholec, 2015. "Technological Capabilities, Institutions and Firm Productivity: A Multilevel Study," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 27(1), pages 122-139, January.
    40. Daniele Archibugi & Alberto Coco, 2005. "Is Europe Becoming the Most Dynamic Knowledge Economy in the World?," Journal of Common Market Studies, Wiley Blackwell, vol. 43(3), pages 433-459, September.
    41. Andrea Filippetti & Antonio Peyrache, 2015. "Labour Productivity and Technology Gap in European Regions: A Conditional Frontier Approach," Regional Studies, Taylor & Francis Journals, vol. 49(4), pages 532-554, April.
    42. Eaton, Jonathan & Kortum, Samuel, 1999. "International Technology Diffusion: Theory and Measurement," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 40(3), pages 537-570, August.
    43. Cimoli, Mario & Porcile, Gabriel, 2016. "Productivity and structural change: structuralism and its dialogue with other heterodox currents," Libros de la CEPAL, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL), number 43342, May.
    44. Martin Raiser & Indermit S. Gill, 2012. "Golden Growth : Restoring the Lustre of the European Economic Model," World Bank Publications - Books, The World Bank Group, number 6016.
    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. Masso, Jaan & Tiwari, Amaresh K., 2024. "Productivity impacts of R&D and non-R&D modes of technological change for incumbents and entrants in a catching-up economy," Technological Forecasting and Social Change, Elsevier, vol. 199(C).

    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. Randolph Luca Bruno & Elodie Douarin & Julia Korosteleva & Slavo Radosevic, 2019. "Determinants of Productivity Gap in the European Union: A Multilevel Perspective," LEM Papers Series 2019/25, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    2. Jaan Masso & Amaresh K Tiwari, 2021. "Productivity Implications Of R&D, Innovation And Capital Accumulation For Incumbents And Entrants: The Case Of Estonia," University of Tartu - Faculty of Economics and Business Administration Working Paper Series 130, Faculty of Economics and Business Administration, University of Tartu (Estonia).
    3. Marijke J. D. Bos & Gonzague Vannoorenberghe, 2018. "Total factor productivity spillovers from trade reforms in India," Canadian Journal of Economics, Canadian Economics Association, vol. 51(2), pages 549-606, May.
    4. Fagerberg, Jan & Srholec, Martin & Verspagen, Bart, 2010. "Innovation and Economic Development," 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 833-872, Elsevier.
    5. Masso, Jaan & Tiwari, Amaresh K., 2024. "Productivity impacts of R&D and non-R&D modes of technological change for incumbents and entrants in a catching-up economy," Technological Forecasting and Social Change, Elsevier, vol. 199(C).
    6. Dolores Añón Higón & Juan A. Máñez & María E. Rochina-Barrachina & Amparo Sanchis & Juan A. Sanchis, 2022. "Firms’ distance to the European productivity frontier," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 12(2), pages 197-228, June.
    7. Jaan Masso & Amaresh K Tiwari, 2022. "Productivity Implications of R&D, Innovation, and Capital Accumulation for Incumbents and Entrants: Perspectives from a Catching-up Economy," Papers 2205.10540, arXiv.org.
    8. Themann, Michael & Koch, Nicolas, 2021. "Catching up and falling behind: Cross-country evidence on the impact of the EU ETS on firm productivity," Ruhr Economic Papers 904, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    9. Wolfhard Kaus & Viktor Slavtchev & Markus Zimmermann, 2024. "Intangible capital and productivity: Firm-level evidence from German manufacturing," Oxford Economic Papers, Oxford University Press, vol. 76(4), pages 970-996.
    10. Kapeller, Jakob & Gräbner, Claudius & Heimberger, Philipp, 2019. "Economic polarisation in Europe: Causes and policy options," ifso working paper series 5, University of Duisburg-Essen, Institute for Socioeconomics (ifso).
    11. Wolfhard Kaus & Viktor Slavtchev & Markus Zimmermann, 2024. "Intangible capital and productivity: Firm-level evidence from German manufacturing," Oxford Economic Papers, Oxford University Press, vol. 76(4), pages 970-996.
    12. Francesco Venturini & Ana Rincon-Aznar & Dr Michela Vecchi, 2013. "ICT as a general purpose technology: spillovers, absorptive capacity and productivity performance," National Institute of Economic and Social Research (NIESR) Discussion Papers 416, National Institute of Economic and Social Research.
    13. Stucki, Tobias & Woerter, Martin, 2019. "The private returns to knowledge: A comparison of ICT, biotechnologies, nanotechnologies, and green technologies," Technological Forecasting and Social Change, Elsevier, vol. 145(C), pages 62-81.
    14. Villegas-Sanchez, Carolina & Díez, Federico & Fan, Jiayue, 2019. "Global Declining Competition," CEPR Discussion Papers 13696, C.E.P.R. Discussion Papers.
    15. Ahamed, M. Mostak & Luintel, Kul B. & Mallick, Sushanta K., 2023. "Does local knowledge spillover matter for firm productivity? The role of financial access and corporate governance," Research Policy, Elsevier, vol. 52(8).
    16. Harris, Richard & Moffat, John, 2011. "Plant-level determinants of total factor productivity in Great Britain, 1997-2006," LSE Research Online Documents on Economics 33561, London School of Economics and Political Science, LSE Library.
    17. Ana Rincon & Michela VECCHI & Francesco VENTURINI, 2012. "ICT spillovers, absorptive capacity and productivity performance," Quaderni del Dipartimento di Economia, Finanza e Statistica 103/2012, Università di Perugia, Dipartimento Economia.
    18. Nonnis, Alberto & Bounfour, Ahmed & Kim, Keungoui, 2023. "Knowledge spillovers and intangible complementarities: Empirical case of European countries," Research Policy, Elsevier, vol. 52(1).
    19. Dolores An~o´n Higo´n & Juan A. Man~ez & Mari´a E. Rochina-Barrachina & Amparo Sanchis & Juan A. Sanchis, 2018. "Follow the leader: Evidence of the Productivity catch-up of European firms," Working Papers 1806, Department of Applied Economics II, Universidad de Valencia.
    20. Francesco Venturini & Ana Rincon-Aznar & Dr Michela Vecchi, 2013. "ICT as a general purpose technology: spillovers, absorptive capacity and productivity performance," National Institute of Economic and Social Research (NIESR) Discussion Papers 416, National Institute of Economic and Social Research.

    More about this item

    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:bla:jcmkts:v:60:y:2022:i:3:p:580-603. 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: Wiley Content Delivery (email available below). General contact details of provider: http://www.blackwellpublishing.com/journal.asp?ref=0021-9886 .

    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.