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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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    References listed on IDEAS

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    1. Marra, Michele & Pannell, David J. & Abadi Ghadim, Amir, 2003. "The economics of risk, uncertainty and learning in the adoption of new agricultural technologies: where are we on the learning curve?," Agricultural Systems, Elsevier, vol. 75(2-3), pages 215-234.
    2. David J. Pannell, 2008. "Public Benefits, Private Benefits, and Policy Mechanism Choice for Land-Use Change for Environmental Benefits," Land Economics, University of Wisconsin Press, vol. 84(2), pages 225-240.
    3. Sunding, David & Zilberman, David, 2001. "The agricultural innovation process: Research and technology adoption in a changing agricultural sector," Handbook of Agricultural Economics, in: B. L. Gardner & G. C. Rausser (ed.), Handbook of Agricultural Economics, edition 1, volume 1, chapter 4, pages 207-261, Elsevier.
    4. Ajzen, Icek, 1991. "The theory of planned behavior," Organizational Behavior and Human Decision Processes, Elsevier, vol. 50(2), pages 179-211, December.
    5. Feder, Gershon & Just, Richard E & Zilberman, David, 1985. "Adoption of Agricultural Innovations in Developing Countries: A Survey," Economic Development and Cultural Change, University of Chicago Press, vol. 33(2), pages 255-298, January.
    6. Erwin Wauters & Erik Mathijs, 2014. "The adoption of farm level soil conservation practices in developed countries: a meta-analytic review," International Journal of Agricultural Resources, Governance and Ecology, Inderscience Enterprises Ltd, vol. 10(1), pages 78-102.
    7. Tingting Liu & Randall J. F. Bruins & Matthew T. Heberling, 2018. "Factors Influencing Farmers’ Adoption of Best Management Practices: A Review and Synthesis," Sustainability, MDPI, vol. 10(2), pages 1-26, February.
    8. Knowler, Duncan & Bradshaw, Ben, 2007. "Farmers' adoption of conservation agriculture: A review and synthesis of recent research," Food Policy, Elsevier, vol. 32(1), pages 25-48, February.
    9. Brown, Brendan & Nuberg, Ian & Llewellyn, Rick, 2017. "Stepwise frameworks for understanding the utilisation of conservation agriculture in Africa," Agricultural Systems, Elsevier, vol. 153(C), pages 11-22.
    10. Kuehne, Geoff & Llewellyn, Rick & Pannell, David J. & Wilkinson, Roger & Dolling, Perry & Ouzman, Jackie & Ewing, Mike, 2017. "Predicting farmer uptake of new agricultural practices: A tool for research, extension and policy," Agricultural Systems, Elsevier, vol. 156(C), pages 115-125.
    11. 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.
    12. David J. Pannell & Roger Claassen, 2020. "The Roles of Adoption and Behavior Change in Agricultural Policy," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 42(1), pages 31-41, March.
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    3. Ruggiero Rippo & Simone Cerroni, 2023. "Farmers' participation in the Income Stabilisation Tool: Evidence from the apple sector in Italy," Journal of Agricultural Economics, Wiley Blackwell, vol. 74(1), pages 273-294, February.
    4. Sergio Monteleone & Edmilson Alves de Moraes & Roberto Max Protil & Brenno Tondato de Faria & Rodrigo Filev Maia, 2024. "Proposal of a Model of Irrigation Operations Management for Exploring the Factors That Can Affect the Adoption of Precision Agriculture in the Context of Agriculture 4.0," Agriculture, MDPI, vol. 14(1), pages 1-33, January.
    5. 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.
    6. 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).
    7. Amanda M. Nelson & Nicolas E. Quintana Ashwell & Christopher D. Delhom & Drew M. Gholson, 2022. "Leveraging Big Data to Preserve the Mississippi River Valley Alluvial Aquifer: A Blueprint for the National Center for Alluvial Aquifer Research," Land, MDPI, vol. 11(11), pages 1-17, October.
    8. 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.
    9. 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.
    10. 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.
    11. 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).
    12. 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).
    13. 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.
    14. 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).
    15. 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.
    16. 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.

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