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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

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  • 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
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    as
    1. 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.
    2. 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.
    3. Acs, Zoltan J & Audretsch, David B & Feldman, Maryann P, 1994. "R&D Spillovers and Recipient Firm Size," The Review of Economics and Statistics, MIT Press, vol. 76(2), pages 336-340, May.
    4. 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.
    5. Wolfgang Keller, 2002. "Geographic Localization of International Technology Diffusion," American Economic Review, American Economic Association, vol. 92(1), pages 120-142, March.
    6. 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.
    7. Aghion, Philippe & Howitt, Peter, 1992. "A Model of Growth through Creative Destruction," Econometrica, Econometric Society, vol. 60(2), pages 323-351, March.
    8. 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..
    9. 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.
    10. 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.
    11. 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.
    12. 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..
    13. 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.
    14. 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.
    15. 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.
    16. 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.
    17. 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.
    18. 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.
    19. 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.
    20. Peter Howitt, 2000. "Endogenous Growth and Cross-Country Income Differences," American Economic Review, American Economic Association, vol. 90(4), pages 829-846, September.
    21. 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.
    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.
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    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.

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