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The Adopters versus the Technology: Which Matters More when Predicting or Explaining Adoption?

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  • Oscar Montes de Oca Munguia
  • Rick Llewellyn

Abstract

Research on the determinants of adoption of agricultural innovations (technologies and practices) has failed to converge towards a consistent explanation for why farmers choose to adopt new technologies and practices. This absence of convergence matters because it indicates that agricultural extension and policy are influenced by a body of literature that is often not able to offer clear recommendations on the variables that can be used to design policy interventions. Our analysis suggests that, in general, researchers have been too focused on understanding the adopter and the general farming context, and too little concerned with understanding the performance of the technology itself.

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  • Oscar Montes de Oca Munguia & Rick Llewellyn, 2020. "The Adopters versus the Technology: Which Matters More when Predicting or Explaining Adoption?," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 42(1), pages 80-91, March.
    • Handle: RePEc:wly:apecpp:v:42:y:2020:i:1:p:80-91
    DOI: 10.1002/aepp.13007
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    5. Rick S. Llewellyn & Brendan Brown, 2020. "Predicting Adoption of Innovations by Farmers: What is Different in Smallholder Agriculture?," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 42(1), pages 100-112, March.
    6. Trinh Nguyen Chau & Frank Scrimgeour, 2022. "Productivity impacts of hybrid rice seeds in Vietnam," Journal of Agricultural Economics, Wiley Blackwell, vol. 73(2), pages 414-429, June.
    7. Lorraine Balaine & Doris Läpple & Emma J Dillon & Cathal Buckley, 2023. "Extension and management pathways for enhanced farm sustainability: evidence from Irish dairy farms," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 50(2), pages 810-850.
    8. Aslihan Arslan & Kristin Floress & Christine Lamanna & Leslie Lipper & Solomon Asfaw & Todd Rosenstock, 2020. "IFAD RESEARCH SERIES 63 - The adoption of improved agricultural technologies - A meta-analysis for Africa," IFAD Research Series 304758, International Fund for Agricultural Development (IFAD).
    9. McGrath, Karen & Brown, Claire & Regan, Áine & Russell, Tomás, 2023. "Investigating narratives and trends in digital agriculture: A scoping study of social and behavioural science studies," Agricultural Systems, Elsevier, vol. 207(C).
    10. Rippo, Ruggiero & Cerroni, Simone, 2021. "Farmers’ Participation in the Income Stabilization Tool: Evidence from the Apple Sector in Italy," 2021 Conference, August 17-31, 2021, Virtual 315191, International Association of Agricultural Economists.
    11. Schulz, Dario & Börner, Jan, 2021. "Context and Technology Traits Explain Heterogeneity Across Adoption Studies of Agricultural Innovations: A Global Meta-Analysis," 2021 Conference, August 17-31, 2021, Virtual 315003, International Association of Agricultural Economists.
    12. Balaine, Lorraine & Buckley, Cathal & Dillon, Emma J., 2022. "Mixed public-private and private extension systems: A comparative analysis using farm-level data from Ireland," Land Use Policy, Elsevier, vol. 117(C).
    13. Felix Baquedano & Jeremy Jelliffe & Jayson Beckman & Maros Ivanic & Yacob Zereyesus & Michael Johnson, 2022. "Food security implications for low‐ and middle‐income countries under agricultural input reduction: The case of the European Union's farm to fork and biodiversity strategies," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 44(4), pages 1942-1954, December.
    14. Amare, Dagninet & Darr, Dietrich, 2023. "Can a sequential analysis provide a more robust understanding of farmers' adoption decisions? An example from an agroforestry adoption study in Ethiopia," Forest Policy and Economics, Elsevier, vol. 153(C).
    15. Dario Schulz & Jan Börner, 2023. "Innovation context and technology traits explain heterogeneity across studies of agricultural technology adoption: A meta‐analysis," Journal of Agricultural Economics, Wiley Blackwell, vol. 74(2), pages 570-590, June.
    16. Montes de Oca Munguia, Oscar & Pannell, David J. & Llewellyn, Rick & Stahlmann-Brown, Philip, 2021. "Adoption pathway analysis: Representing the dynamics and diversity of adoption for agricultural practices," Agricultural Systems, Elsevier, vol. 191(C).
    17. Alfons Weersink & Murray Fulton, 2020. "Limits to Profit Maximization as a Guide to Behavior Change," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 42(1), pages 67-79, March.

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