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Innovation in Agriculture: Driving Economic Development through EU Knowledge-Based Economy

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  • Zarkua, Tatia
  • Heijman, Wim
  • Benešová, Irena

Abstract

Innovation in agriculture is vital for enhancing sustainability, productivity, and economic development, especially in light of global challenges such as population growth, resource scarcity, and climate change. This study, adopting a quantitative cross-sectional approach, investigates the relationship between agricultural innovation and productivity within the EU. By employing multiple regression analysis with a log-log transformation, the study explores how R&D expenditure in agriculture and various control variables impact agricultural productivity across EU-27 countries from 2000 to 2019. To address potential endogeneity concerns, the Instrumental Variables (IV) approach was applied, using the Two-Stage Least Squares (2SLS) method, which reduced bias in the estimation. The results revealed that a 1 % increase in R&D spending in agriculture corresponds to an approximate 0.33% increase in total crop output, indicating a strong positive link between innovation and agricultural productivity. The model residuals confirm a satisfactory fit, highlighting the robustness of the findings. This study provides valuable insights into how agricultural innovation can drive productivity, offering important implications for policymakers and researchers aiming to optimise agricultural output through increased investment in innovation.

Suggested Citation

  • Zarkua, Tatia & Heijman, Wim & Benešová, Irena, . "Innovation in Agriculture: Driving Economic Development through EU Knowledge-Based Economy," AGRIS on-line Papers in Economics and Informatics, Czech University of Life Sciences Prague, Faculty of Economics and Management, vol. 17(2).
    • Handle: RePEc:ags:aolpei:364709
    DOI: 10.22004/ag.econ.364709
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    References listed on IDEAS

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    1. Matin Qaim, 2009. "The Economics of Genetically Modified Crops," Annual Review of Resource Economics, Annual Reviews, vol. 1(1), pages 665-694, September.
    2. Romer, Paul M, 1990. "Endogenous Technological Change," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 71-102, October.
    3. Marian Rizov & Jan Pokrivcak & Pavel Ciaian, 2013. "CAP Subsidies and Productivity of the EU Farms," Journal of Agricultural Economics, Wiley Blackwell, vol. 64(3), pages 537-557, September.
    4. Wolfert, Sjaak & Ge, Lan & Verdouw, Cor & Bogaardt, Marc-Jeroen, 2017. "Big Data in Smart Farming – A review," Agricultural Systems, Elsevier, vol. 153(C), pages 69-80.
    5. Bengt-Åke Lundvall, 2007. "National Innovation Systems—Analytical Concept and Development Tool," Industry and Innovation, Taylor & Francis Journals, vol. 14(1), pages 95-119.
    6. Adam M. Komarek & Siwa Msangi, 2019. "Effect of changes in population density and crop productivity on farm households in Malawi," Agricultural Economics, International Association of Agricultural Economists, vol. 50(5), pages 615-628, September.
    7. Ricker-Gilbert, Jacob & Jumbe, Charles & Chamberlin, Jordan, 2014. "How does population density influence agricultural intensification and productivity? Evidence from Malawi," Food Policy, Elsevier, vol. 48(C), pages 114-128.
    8. Jerry Hausman, 2015. "Specification tests in econometrics," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 38(2), pages 112-134.
    9. Kumbhakar, Subal C. & Li, Mingyang & Lien, Gudbrand, 2023. "Do subsidies matter in productivity and profitability changes?," Economic Modelling, Elsevier, vol. 123(C).
    10. J. Špička & J. Boudný & B. Janotová, 2009. "The role of subsidies in managing the operating risk of agricultural enterprises," Agricultural Economics, Czech Academy of Agricultural Sciences, vol. 55(4), pages 169-180.
    11. Josephson, Anna Leigh & Ricker-Gilbert, Jacob & Florax, Raymond J.G.M., 2014. "How does population density influence agricultural intensification and productivity? Evidence from Ethiopia," Food Policy, Elsevier, vol. 48(C), pages 142-152.
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