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Factors Shaping Innovative Behavior: A Meta-Analysis of Technology Adoption Studies in Agriculture

Author

Listed:
  • Konstantinos Chatzimichael
  • Charoula Daskalaki
  • Gregory Emvalomatis
  • Michail Tsagris
  • Vangelis Tzouvelekas

    (Department of Economics, University of Crete, Greece)

Abstract

In this paper, we employ a meta-regression analysis approach to synthesize empirical evidence on the average partial effects of eleven adoption determinants that regularly appear in empirical studies examining farmer's adoption behavior worldwide. Our analysis considers a total of 122 studies from the adoption literature using discrete choice models that are published in 24 peer-reviewed journals since 1985, covering farmer's adoption behavior around the world and for a wide variety of agricultural technologies.

Suggested Citation

  • Konstantinos Chatzimichael & Charoula Daskalaki & Gregory Emvalomatis & Michail Tsagris & Vangelis Tzouvelekas, 2023. "Factors Shaping Innovative Behavior: A Meta-Analysis of Technology Adoption Studies in Agriculture," Working Papers 2301, University of Crete, Department of Economics.
    • Handle: RePEc:crt:wpaper:2301
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    More about this item

    Keywords

    Agricultural technology; Technology adoption; Average partial effect; Meta-regression analysis; Publication bias;
    All these keywords.

    JEL classification:

    • C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models
    • D22 - Microeconomics - - Production and Organizations - - - Firm Behavior: Empirical Analysis
    • Q16 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - R&D; Agricultural Technology; Biofuels; Agricultural Extension Services
    • Q18 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Agricultural Policy; Food Policy; Animal Welfare Policy

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