IDEAS home Printed from https://ideas.repec.org/a/ris/invreg/0263.html
   My bibliography  Save this article

Regional Impacts of non-R&D Innovation Expenditures across the EU Regions: Simulation Results Using the Rhomolo CGE Model

Author

Listed:
  • Diukanova, Olga
  • López-Rodríguez, Jesús

    (European Commission, DG JRC-IPTS)

Abstract

In the EU, a sizable part of innovation is attributed to the activities other than R&D such as purchases of advanced machinery, licenses, patents and minor modifications in products or processes. These non-R&D innovation activities receive substantial funding from the European cohesion policy (ECP). In this paper we applied the dynamic spatial computable general equilibrium model RHOMOLO to evaluate the ex-ante short and long run economic impacts of 2014-2020 non-R&D innovation subsidies allocated to the EU27 NUTS2 regions. The results of computer simulations show that the most notable welfare improvements (GDP, production and household consumption) were observed in the Eastern EU regions that receive the largest share of funding. Such outcome is in line with the goals of the European Cohesion Policy of stimulating economic convergence of the least developed regions. As was expected, the magnitude of macroeconomic impacts positively correlates with the amount of non-R&D subsidies allotted to the regions.

Suggested Citation

  • Diukanova, Olga & López-Rodríguez, Jesús, 2014. "Regional Impacts of non-R&D Innovation Expenditures across the EU Regions: Simulation Results Using the Rhomolo CGE Model," INVESTIGACIONES REGIONALES - Journal of REGIONAL RESEARCH, Asociación Española de Ciencia Regional, issue 29, pages 91-111.
  • Handle: RePEc:ris:invreg:0263
    as

    Download full text from publisher

    File URL: http://www.aecr.org/images/ImatgesArticles/2014/10/04Diukanova.pdf
    File Function: Full text
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. José Albors-Garrigos & José L. Hervas-Oliver, 2011. "Making sense of innovation by R&D and non-R&D innovators in low technology contexts: a forgotten lesson for policymakers," Working Papers. Serie EC 2011-06, Instituto Valenciano de Investigaciones Económicas, S.A. (Ivie).
    2. Robert M. Solow, 1956. "A Contribution to the Theory of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 70(1), pages 65-94.
    3. G. M.P. Swann, 2009. "The Economics of Innovation," Books, Edward Elgar Publishing, number 13211.
    4. Jacques Mairesse & Mohamed Sassenou, 1991. "R&D Productivity: A Survey of Econometric Studies at the Firm Level," NBER Working Papers 3666, National Bureau of Economic Research, Inc.
    5. Whalley, John & Yeung, Bernard, 1984. "External sector closing rules in applied general equilibrium models," Journal of International Economics, Elsevier, vol. 16(1-2), pages 123-138, February.
    6. Christian Rammer & Dirk Czarnitzki & Alfred Spielkamp, 2009. "Innovation success of non-R&D-performers: substituting technology by management in SMEs," Small Business Economics, Springer, vol. 33(1), pages 35-58, June.
    7. repec:wip:wpaper:1 is not listed on IDEAS
    8. Bruno Crepon & Emmanuel Duguet & Jacques Mairesse, 1998. "Research, Innovation And Productivity: An Econometric Analysis At The Firm Level," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 7(2), pages 115-158.
    9. Peters, Bettina & Lööf, Hans & Janz, Norbert, 2003. "Firm Level Innovation and Productivity: Is there a Common Story Across Countries?," ZEW Discussion Papers 03-26, ZEW - Leibniz Centre for European Economic Research.
    10. Kancs, d’Artis & Siliverstovs, Boriss, 2016. "R&D and non-linear productivity growth," Research Policy, Elsevier, vol. 45(3), pages 634-646.
    11. Oliver Som, 2012. "Innovation without R&D," Springer Books, Springer, number 978-3-8349-3492-5, November.
    12. Baumol, William J & Blackman, Sue Anne Batey & Wolff, Edward N, 1985. "Unbalanced Growth Revisited: Asymptotic Stagnancy and New Evidence," American Economic Review, American Economic Association, vol. 75(4), pages 806-817, September.
    13. Andries Brandsma & d'Artis Kancs & Philippe Monfort & Alexandra Rillaers, 2015. "RHOMOLO: A dynamic spatial general equilibrium model for assessing the impact of cohesion policy," Papers in Regional Science, Wiley Blackwell, vol. 94, pages 197-221, November.
    14. Grossman, Gene M. & Helpman, Elhanan, 1991. "Trade, knowledge spillovers, and growth," European Economic Review, Elsevier, vol. 35(2-3), pages 517-526, April.
    15. Philippe Aghion & Peter Howitt, 2007. "Capital, innovation, and growth accounting," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 23(1), pages 79-93, Spring.
    16. Luintel, Kul B & Khan, Mosahid & Theodoridis, Konstantinos, 2010. "How Robust is the R&D-Productivity relationship? Evidence from OECD Countries," Cardiff Economics Working Papers E2010/7, Cardiff University, Cardiff Business School, Economics Section.
    17. Crepon, B. & Duguet, E. & Mairesse, J., 1998. "Research Investment, Innovation and Productivity: An Econometric Analysis at the Firm Level," Papiers d'Economie Mathématique et Applications 98.15, Université Panthéon-Sorbonne (Paris 1).
    18. Ortega-Argilés , Raquel & Moreno, Rosina, 2009. "Evidence on the role of ownership structure on firms’ innovative performance," INVESTIGACIONES REGIONALES - Journal of REGIONAL RESEARCH, Asociación Española de Ciencia Regional, issue 15, pages 231-250.
    19. Mosahid Khan & Kul B. Luintel & Konstantinos Theodoris, 2010. "How Robust is the R&D – Productivity relationship? Evidence from OECD Countries," WIPO Economic Research Working Papers 01, World Intellectual Property Organization - Economics and Statistics Division, revised Dec 2010.
    20. Christodoulakis, Nicos M. & Kalyvitis, Sarantis, 2000. "The Effects of the Second Community Support Framework 1994-99 on the Greek Economy," Journal of Policy Modeling, Elsevier, vol. 22(5), pages 611-624, September.
    21. Varga, Janos & in 't Veld, Jan, 2011. "A model-based analysis of the impact of Cohesion Policy expenditure 2000–06: Simulations with the QUEST III endogenous R&D model," Economic Modelling, Elsevier, vol. 28(1), pages 647-663.
    22. Martín, Carmela & Mulas-Granados, Carlos & Sanz, Ismael, 2005. "Spatial distribution of R&D expenditure and patent applications across EU regions and its impact on economic cohesion," INVESTIGACIONES REGIONALES - Journal of REGIONAL RESEARCH, Asociación Española de Ciencia Regional, issue 6, pages 41-61.
    23. Timmer, Marcel P. & Szirmai, Adam, 2000. "Productivity growth in Asian manufacturing: the structural bonus hypothesis examined," Structural Change and Economic Dynamics, Elsevier, vol. 11(4), pages 371-392, December.
    24. Romer, Paul M, 1990. "Endogenous Technological Change," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 71-102, October.
    25. Marcel P. Timmer, 2000. "The Dynamics of Asian Manufacturing," Books, Edward Elgar Publishing, number 1927.
    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. Zhangqi Zhong & Lingyun He, 2022. "Macro-Regional Economic Structural Change Driven by Micro-founded Technological Innovation Diffusion: An Agent-Based Computational Economic Modeling Approach," Computational Economics, Springer;Society for Computational Economics, vol. 59(2), pages 471-525, February.
    2. Di Comite, Francesco & Potters, Lesley, 2014. "Modelling knowledge creation, investment decisions and economic growth in a spatial CGE setting," INVESTIGACIONES REGIONALES - Journal of REGIONAL RESEARCH, Asociación Española de Ciencia Regional, issue 29, pages 47-75.
    3. R. Arbolino & R. Boffardi, 2017. "The Role of Regional Institutions in Research and Innovation Investments of Italy's Cohesion Policy," Rivista economica del Mezzogiorno, Società editrice il Mulino, issue 1-2, pages 167-192.
    4. Zhouyi Wu & Chuncao Wang & Bin He & Siying Yang, 2022. "State‐owned industrial enterprises' non‐R&D innovation and regional total factor productivity: An analysis based on the panel co‐integration method," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 43(8), pages 3338-3347, December.
    5. Brandsma, Andries & Di Comite, Francesco & Diukanova, Olga & Kancs, d’Artis & López-Rodríguez, Jesús & Persyn, Damiaan & Potters, Lesley, 2014. "Assessing policy options for the EU Cohesion Policy 2014-2020," INVESTIGACIONES REGIONALES - Journal of REGIONAL RESEARCH, Asociación Española de Ciencia Regional, issue 29, pages 17-46.

    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. Lopez-Rodriguez, Jesus & Martinez-Lopez, Diego, 2017. "Looking beyond the R&D effects on innovation: The contribution of non-R&D activities to total factor productivity growth in the EU," Structural Change and Economic Dynamics, Elsevier, vol. 40(C), pages 37-45.
    2. Jesus Lopez-Rodriguez & Diego Martinez, 2014. "Beyond the R&D effects on innovation: the contribution of non-R&D activities to TFP growth in the EU," Working Papers 2014/16, Institut d'Economia de Barcelona (IEB).
    3. Jesus Lopez-Rodriguez & Diego Martinez, 2014. "Beyond the R&D effects on innovation: the contribution of non-R&D activities to TFP growth in the EU," Working Papers 2014/16, Institut d'Economia de Barcelona (IEB).
    4. Burcu Fazlıoğlu & Başak Dalgıç & Ahmet Burçin Yereli, 2019. "The effect of innovation on productivity: evidence from Turkish manufacturing firms," Industry and Innovation, Taylor & Francis Journals, vol. 26(4), pages 439-460, April.
    5. Andrés Barge-Gil & Alberto López, 2015. "R versus D: estimating the differentiated effect of research and development on innovation results," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 24(1), pages 93-129.
    6. Bettina Peters & Rebecca Riley & Iulia Siedschlag & Priit Vahter & John McQuinn, 2018. "Internationalisation, innovation and productivity in services: evidence from Germany, Ireland and the United Kingdom," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 154(3), pages 585-615, August.
    7. Baumann, Julian & Kritikos, Alexander S., 2016. "The link between R&D, innovation and productivity: Are micro firms different?," Research Policy, Elsevier, vol. 45(6), pages 1263-1274.
    8. Hall, Bronwyn H. & Mairesse, Jacques & Mohnen, Pierre, 2010. "Measuring the Returns to R&D," 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 1033-1082, Elsevier.
    9. Audretsch, David & Hafenstein, Marian & Kritikos, Alexander S. & Schiersch, Alexander, 2018. "Firm Size and Innovation in the Service Sector," IZA Discussion Papers 12035, Institute of Labor Economics (IZA).
    10. Esther Goya & Esther Vayá & Jordi Suriñach, 2012. "“Do intra- and inter-industry spillovers matter? CDM model estimates for Spain”," AQR Working Papers 201207, University of Barcelona, Regional Quantitative Analysis Group, revised Sep 2012.
    11. Brandsma, Andries & Di Comite, Francesco & Diukanova, Olga & Kancs, d’Artis & López-Rodríguez, Jesús & Persyn, Damiaan & Potters, Lesley, 2014. "Assessing policy options for the EU Cohesion Policy 2014-2020," INVESTIGACIONES REGIONALES - Journal of REGIONAL RESEARCH, Asociación Española de Ciencia Regional, issue 29, pages 17-46.
    12. Bettina Peters & Christian Rammer, 2013. "Innovation panel surveys in Germany," Chapters, in: Fred Gault (ed.), Handbook of Innovation Indicators and Measurement, chapter 6, pages 135-177, Edward Elgar Publishing.
    13. Christian Rammer & Gastón P Fernández & Dirk Czarnitzki, 2021. "Artificial Intelligence and Industrial Innovation: Evidence from Firm-Level Data," Working Papers of Department of Economics, Leuven 674605, KU Leuven, Faculty of Economics and Business (FEB), Department of Economics, Leuven.
    14. Barge-Gil, Andrés & López, Alberto, 2014. "R&D determinants: Accounting for the differences between research and development," Research Policy, Elsevier, vol. 43(9), pages 1634-1648.
    15. Frank Crowley & Jane Bourke, 2017. "The Influence Of Human Resource Management Systems On Innovation: Evidence From Irish Manufacturing And Service Firms," International Journal of Innovation Management (ijim), World Scientific Publishing Co. Pte. Ltd., vol. 21(01), pages 1-28, January.
    16. Ortega-Argilés, Raquel & Piva, Mariacristina & Vivarelli, Marco, 2011. "Productivity Gains from R&D Investment: Are High-Tech Sectors Still Ahead?," IZA Discussion Papers 5975, Institute of Labor Economics (IZA).
    17. Marco Capasso & Tania Treibich & Bart Verspagen, 2015. "The medium-term effect of R&D on firm growth," Small Business Economics, Springer, vol. 45(1), pages 39-62, June.
    18. Bronwyn Hall & Francesca Lotti & Jacques Mairesse, 2009. "Innovation and productivity in SMEs: empirical evidence for Italy," Small Business Economics, Springer, vol. 33(1), pages 13-33, June.
    19. Wadho, Waqar & Chaudhry, Azam, 2020. "Innovation Strategies and Productivity Growth in Developing Countries: Evidence from Pakistan," GLO Discussion Paper Series 466, Global Labor Organization (GLO).
    20. Doran, Justin, 2012. "Are different forms of innovation complements or substitutes?," MPRA Paper 44580, University Library of Munich, Germany.

    More about this item

    Keywords

    Computable General Equilibrium Model; Innovation; European Union; Cohesion Policy;
    All these keywords.

    JEL classification:

    • C54 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Quantitative Policy Modeling
    • C68 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Computable General Equilibrium Models
    • R11 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes
    • R13 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - General Equilibrium and Welfare Economic Analysis of Regional Economies

    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:ris:invreg:0263. 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: IIRR-JORR (email available below). General contact details of provider: https://edirc.repec.org/data/aecrrea.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.