IDEAS home Printed from https://ideas.repec.org/a/caa/jnlage/v64y2018i4id224-2016-agricecon.html
   My bibliography  Save this article

Agricultural R&D, spatial spillover and regional economic growth in different R&D sectors of performance: evidence from a spatial panel in regions of the EU-28

Author

Listed:
  • Shahrzad ANOUSHEH

    (Department of Economic, Science and Research Branch, Islamic Azad University, Tehran, Iran)

  • Kambiz HOJABR-KIANI

    (Department of Economic, Science and Research Branch, Islamic Azad University, Tehran, Iran)

  • Ahmad MOJTAHED

    (Department of Economic, Allameh Tabataba'i University, Tehran, Iran
    Department of Economic, I.A.U. Isfahan (Khorasgan) Branch, Isfahan, Iran)

  • Homayoun RANJBAR

    (Department of Economic, I.A.U. Isfahan (Khorasgan) Branch, Isfahan, Iran)

Abstract

Agricultural R&D has been identified as an important determinant of economic output in the agricultural sector. Surprisingly, in previous studies, spatial spillover associated with R&D spending in the agricultural sector has not been taken into account. This paper investigates the effects of spatial spillover of agricultural R&D on regional economic growth across EU-28 NUTS-II regions in the period 1995-2014. In particular, we extend previous studies by considering spillover in all sectors of agricultural R&D performance including business enterprise, government and higher education. The spatial Durbin panel data model is employed to estimate brooders effect including direct and indirect effects. Empirical results show a positive effect of agricultural R&D and its spatial spillover on regional growth in all performance sectors. Moreover, the impact of spatial spillover of agricultural R&D on regional growth depends on the performance of the R&D sectors; positive spillovers are stronger in the business enterprise sector. Finally, the interaction effect between the economic output of the agricultural sector of each region with that of its neighbours is significantly positive.

Suggested Citation

  • Shahrzad ANOUSHEH & Kambiz HOJABR-KIANI & Ahmad MOJTAHED & Homayoun RANJBAR, 2018. "Agricultural R&D, spatial spillover and regional economic growth in different R&D sectors of performance: evidence from a spatial panel in regions of the EU-28," Agricultural Economics, Czech Academy of Agricultural Sciences, vol. 64(4), pages 163-169.
  • Handle: RePEc:caa:jnlage:v:64:y:2018:i:4:id:224-2016-agricecon
    DOI: 10.17221/224/2016-AGRICECON
    as

    Download full text from publisher

    File URL: http://agricecon.agriculturejournals.cz/doi/10.17221/224/2016-AGRICECON.html
    Download Restriction: free of charge

    File URL: http://agricecon.agriculturejournals.cz/doi/10.17221/224/2016-AGRICECON.pdf
    Download Restriction: free of charge

    File URL: https://libkey.io/10.17221/224/2016-AGRICECON?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
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Bin Xu & Jianmao Wang, 1999. "Capital Goods Trade and R&D Spillovers in the OECD," Canadian Journal of Economics, Canadian Economics Association, vol. 32(5), pages 1258-1274, November.
    2. Keller, Wolfgang, 2000. "Do Trade Patterns and Technology Flows Affect Productivity Growth?," The World Bank Economic Review, World Bank, vol. 14(1), pages 17-47, January.
    3. Bruno Van Pottelsberghe De La Potterie & Frank Lichtenberg, 2001. "Does Foreign Direct Investment Transfer Technology Across Borders?," The Review of Economics and Statistics, MIT Press, vol. 83(3), pages 490-497, August.
    4. David L. Carr & James R. Markusen & Keith E. Maskus, 2021. "Estimating The Knowledge-Capital Model of the Multinational Enterprise," World Scientific Book Chapters, in: BROADENING TRADE THEORY Incorporating Market Realities into Traditional Models, chapter 5, pages 95-110, World Scientific Publishing Co. Pte. Ltd..
    5. Francisco L. Rivera-Batiz & Luis A. Rivera-Batiz, 2018. "Economic Integration and Endogenous Growth," World Scientific Book Chapters, in: Francisco L Rivera-Batiz & Luis A Rivera-Batiz (ed.), International Trade, Capital Flows and Economic Development, chapter 1, pages 3-32, World Scientific Publishing Co. Pte. Ltd..
    6. Coe, David T & Helpman, Elhanan & Hoffmaister, Alexander W, 1997. "North-South R&D Spillovers," Economic Journal, Royal Economic Society, vol. 107(440), pages 134-149, January.
    7. Aghion, Philippe & Howitt, Peter, 1992. "A Model of Growth through Creative Destruction," Econometrica, Econometric Society, vol. 60(2), pages 323-351, March.
    8. Sala-i-Martin, Xavier X., 1996. "Regional cohesion: Evidence and theories of regional growth and convergence," European Economic Review, Elsevier, vol. 40(6), pages 1325-1352, June.
    9. Elhorst, J. Paul, 2010. "Dynamic panels with endogenous interaction effects when T is small," Regional Science and Urban Economics, Elsevier, vol. 40(5), pages 272-282, September.
    10. Zoltan J. Acs & David B. Audretsch & Maryann P. Feldman, 2008. "R&D Spillovers and Recipient Firm Size," Chapters, in: Entrepreneurship, Growth and Public Policy, chapter 8, pages 88-94, Edward Elgar Publishing.
    11. Romer, Paul M, 1990. "Endogenous Technological Change," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 71-102, October.
    12. Adam B. Jaffe & Manuel Trajtenberg & Rebecca Henderson, 1993. "Geographic Localization of Knowledge Spillovers as Evidenced by Patent Citations," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 108(3), pages 577-598.
    13. Wolfgang Keller, 2002. "Geographic Localization of International Technology Diffusion," American Economic Review, American Economic Association, vol. 92(1), pages 120-142, March.
    14. 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.
    15. Bronzini, Raffaello & Piselli, Paolo, 2009. "Determinants of long-run regional productivity with geographical spillovers: The role of R&D, human capital and public infrastructure," Regional Science and Urban Economics, Elsevier, vol. 39(2), pages 187-199, March.
    16. Branstetter, Lee G., 2001. "Are knowledge spillovers international or intranational in scope?: Microeconometric evidence from the U.S. and Japan," Journal of International Economics, Elsevier, vol. 53(1), pages 53-79, February.
    17. Luc Anselin & Attila Varga & Zoltan Acs, 2008. "Local Geographic Spillovers Between University Research and High Technology Innovations," Chapters, in: Entrepreneurship, Growth and Public Policy, chapter 9, pages 95-121, Edward Elgar Publishing.
    18. Harvey W. Armstrong, 1995. "Convergence Among Regions Of The European Union, 1950–1990," Papers in Regional Science, Wiley Blackwell, vol. 74(2), pages 143-152, April.
    19. Peter Howitt, 2000. "Endogenous Growth and Cross-Country Income Differences," American Economic Review, American Economic Association, vol. 90(4), pages 829-846, September.
    20. 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.
    21. M. Chatterji & J. H. Ll. Dewhurst, 1996. "Convergence Clubs and Relative Economic Performance in Great Britain: 1977-1991," Regional Studies, Taylor & Francis Journals, vol. 30(1), pages 31-39.
    22. Michael Funke & Annekatrin Niebuhr, 2005. "Regional Geographic Research and Development Spillovers and Economic Growth: Evidence from West Germany," Regional Studies, Taylor & Francis Journals, vol. 39(1), pages 143-153.
    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. Mirela Cristea & Gratiela Georgiana Noja, 2019. "European agriculture under immigration effects: New empirical evidence," Agricultural Economics, Czech Academy of Agricultural Sciences, vol. 65(3), pages 112-122.

    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. Gong, Guan & Keller, Wolfgang, 2003. "Convergence and polarization in global income levels: a review of recent results on the role of international technology diffusion," Research Policy, Elsevier, vol. 32(6), pages 1055-1079, June.
    2. 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.
    3. Wolfgang Keller, 2004. "International Technology Diffusion," Journal of Economic Literature, American Economic Association, vol. 42(3), pages 752-782, September.
    4. Criscuolo, Chiara & Haskel, Jonathan E. & Slaughter, Matthew J., 2010. "Global engagement and the innovation activities of firms," International Journal of Industrial Organization, Elsevier, vol. 28(2), pages 191-202, March.
    5. Kuo, Chun-Chien & Yang, Chih-Hai, 2008. "Knowledge capital and spillover on regional economic growth: Evidence from China," China Economic Review, Elsevier, vol. 19(4), pages 594-604, December.
    6. Peri, Giovanni, 2003. "Knowledge Flows, R&D Spillovers and Innovation," ZEW Discussion Papers 03-40, ZEW - Leibniz Centre for European Economic Research.
    7. Bode, Eckhardt, 2001. "Is regional innovative activity path-dependent? An empirical analysis for Germany," Kiel Working Papers 1058, Kiel Institute for the World Economy (IfW Kiel).
    8. Damijan, Jože P. & Kostevc, Crt, 2007. "Knowledge Transfer, Innovation and Growth," Papers DYNREG06, Economic and Social Research Institute (ESRI).
    9. Jan Van Hove, 2008. "The Impact of R&D Spillovers on Export Value: Does the Transmission Channel matter?," Working Papers 2008.3, International Network for Economic Research - INFER.
    10. Klenow, Peter J. & Rodriguez-Clare, Andres, 2005. "Externalities and Growth," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 11, pages 817-861, Elsevier.
    11. Shuhei Aoki & Julen Esteban-Pretel & Tetsuji Okazaki & Yasuyuki Sawada, 2010. "The Role of the Government in Facilitating TFP Growth during Japan’s Rapid-growth Era," Palgrave Macmillan Books, in: Keijiro Otsuka & Kaliappa Kalirajan (ed.), Community, Market and State in Development, chapter 4, pages 21-44, Palgrave Macmillan.
    12. Jakob B. Madsen & Md. Rabiul Islam & James B. Ang, 2010. "Catching up to the technology frontier: the dichotomy between innovation and imitation," Canadian Journal of Economics, Canadian Economics Association, vol. 43(4), pages 1389-1411, November.
    13. Ugur, Mehmet & Churchill, Sefa Awaworyi & Luong, Hoang M., 2020. "What do we know about R&D spillovers and productivity? Meta-analysis evidence on heterogeneity and statistical power," Research Policy, Elsevier, vol. 49(1).
    14. Fracasso, Andrea & Vittucci Marzetti, Giuseppe, 2015. "International trade and R&D spillovers," Journal of International Economics, Elsevier, vol. 96(1), pages 138-149.
    15. Sang-Yong Tom Lee & Xiao Jia Guo, 2004. "Information and Communications Technology (ICT) and Spillover: A Panel Analysis," Econometric Society 2004 Far Eastern Meetings 722, Econometric Society.
    16. Jorge Crespo & Carmela Martin & Francisco Javier Velázquez, 2002. "International technology diffusion through imports and its impact on economic growth," European Economy Group Working Papers 12, European Economy Group.
    17. Bretschger, Lucas & Lechthaler, Filippo & Rausch, Sebastian & Zhang, Lin, 2017. "Knowledge diffusion, endogenous growth, and the costs of global climate policy," European Economic Review, Elsevier, vol. 93(C), pages 47-72.
    18. Madsen, Jakob B., 2007. "Technology spillover through trade and TFP convergence: 135 years of evidence for the OECD countries," Journal of International Economics, Elsevier, vol. 72(2), pages 464-480, July.
    19. Zoltán J. Ács & Pontus Braunerhjelm & David B. Audretsch & Bo Carlsson, 2015. "The knowledge spillover theory of entrepreneurship," Chapters, in: Global Entrepreneurship, Institutions and Incentives, chapter 7, pages 129-144, Edward Elgar Publishing.
    20. Andrea Fracasso & Giuseppe Vittucci Marzetti, 2013. "An empirical note on international R&D spillovers," Empirical Economics, Springer, vol. 45(1), pages 179-191, August.

    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:caa:jnlage:v:64:y:2018:i:4:id:224-2016-agricecon. 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: Ivo Andrle (email available below). General contact details of provider: https://www.cazv.cz/en/home/ .

    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.