Regional dynamics of precision agriculture adoption and knowledge transfer: Insights from Georgia extension agents

Authors

DOI:

https://doi.org/10.37433/aad.v6i4.641

Keywords:

Diffusion of Innovations, Tailored Outreach, Uses and Gratifications, Knowledge Transfer, SDG 12: Responsible Consumption and Production

Abstract

The Cooperative Extension System plays a vital role in disseminating innovative knowledge from the University to public decision makers. However, there is a lack of studies on the dynamics of knowledge transfer from Extension agents to farmers, especially in the Southeastern U.S. in relation to precision agriculture adoption. This study aims to examine the dynamics of farmers’ engagement with Extension agents in the state of Georgia, particularly concerning the adoption of precision agriculture. This study conducted a survey of Agriculture and Natural Resource Extension agents in Georgia; 84 agents were surveyed. The findings indicated that more than half of the Extension agents reported that they had been approached by farmers about precision agriculture-related Extension services in the past two farming seasons. The statewide average precision agriculture adoption rate was 43.78%, but adoption rates varied by geographic region, with the southern part of Georgia reporting a higher adoption rate than the northern part of the state. The findings offer insight into the information-seeking relationship between change agents and farmers in a precision agriculture context by focusing on the perspective of Extension agents, laying the groundwork for future research to explore the complementary viewpoint from targeted current and potential precision agriculture adopters. 

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References

Athearn, K. (2025). Farm input costs rise and commodity crop prices fall. University of Florida Institute of Food and Agricultural Sciences. https://blogs.ifas.ufl.edu/nfrecsv/2025/05/14/farm-input-costs-rise-and-commodity-crop-prices-fall/

Camillone, N., Duiker, S., Bruns, M. A., Onyibe, J., & Omotayo, A. (2020). Context, challenges, and prospects for agricultural Extension in Nigeria. Journal of International Agricultural & Extension Education, 27(4), 144–156. https://newprairiepress.org/jiaee/vol27/iss4/9/ DOI: https://doi.org/10.5191//jiaee.2020.274144

Dillman, D. A., Smyth, J. D., & Christian, L. M. (2014). Internet, phone, mail, and mixed-mode surveys : The tailored design method (4th ed.). John Wiley & Sons Inc. DOI: https://doi.org/10.1002/9781394260645

Erickson, B., & Lowenberg-DeBoer, J. (2024). 2024 precision agriculture dealership survey. Croplife Magazine & Purdue University. https://ag.purdue.edu/idaas/_media/croplife-purdue-precision-dealer-report-2024-1.pdf

Fincham, J. E. (2008). Response rates and responsiveness for surveys, standards, and the journal. American Journal of Pharmaceutical Education, 72(2), 43. https://doi.org/10.5688/aj720243 DOI: https://doi.org/10.5688/aj720243

Getahun, S., Kefale, H., & Gelaye, Y. (2024). Application of precision agriculture technologies for sustainable crop production and environmental sustainability: A systematic review. The Scientific World Journal, 2024, 2126734. https://doi.org/10.1155/2024/2126734 DOI: https://doi.org/10.1155/2024/2126734

Heaney-Mustafa, S., Sofo, F., Afzal, M., Anwar, Z., Fatima, B., & Hasan, F. U. (2018). Bridging farmer and researcher: Extension through the eyes of agents in rural Pakistan. Journal of International Agricultural and Extension Education, 25(3), 111–124. https://doi.org/10.5191/jiaee.2018.25308 DOI: https://doi.org/10.5191/jiaee.2018.25308

Júnior, M. R. B., de Almeida Moreira, B. R., dos Santos Carreira, V., de Brito Filho, A. L., Trentin, C., de Souza, F. L. P., Tedesco, D., Setiyono, T., Flores, J. P., Ampatzidis, Y., da Silva, R. P., & Shiratsuchi, L. S. (2024). Precision agriculture in the United States: A comprehensive meta-review inspiring further research, innovation, and adoption. Computers and Electronics in Agriculture, 221, 108993. https://doi.org/10.1016/j.compag.2024.108993 DOI: https://doi.org/10.1016/j.compag.2024.108993

Katz, E., Blumler, J. G., & Gurevitch, M. (1973). Uses and gratifications research. The Public Opinion Quarterly, 37(4), 509-523. https://doi.org/10.1086/268109 DOI: https://doi.org/10.1086/268109

Lee, C.-L., Strong, R., Briers, G., Murphrey, T., Rajan, N., & Rampold, S. (2023). A correlational study of two U.S. State Extension professionals’ behavioral intentions to improve sustainable food chains through precision-farming practices. Foods, 12, 2208. https://doi.org/10.3390/foods12112208 DOI: https://doi.org/10.3390/foods12112208

Lee, C.-L., Strong, R., & Dooley, K. E. (2021). Analyzing precision agriculture adoption across the globe: A systematic review of scholarship from 1999–2020. Sustainability, 13(18), 1–15. https://doi.org/10.3390/su131810295 DOI: https://doi.org/10.3390/su131810295

Looney, L., Montgomery, P., Edwards, M. C., Arnall, B., & Raun, W. R. (2022). Producers’ adoption behaviors for precision agriculture (PA) technologies to improve nitrogen use efficiency: Diffusion of Innovations theory as an explanatory lens. Advancements in Agricultural Development, 3(3), 40–50. https://doi.org/10.37433/aad.v3i3.205 DOI: https://doi.org/10.37433/aad.v3i3.205

Lowenberg‐DeBoer, J., & Erickson, B. (2019). Setting the record straight on precision agriculture adoption. Agronomy Journal, 111(4), 1552–1569. https://doi.org/10.2134%2Fagronj2018.12.0779 DOI: https://doi.org/10.2134/agronj2018.12.0779

Luck, J. D., Fulton, J. P., & Rees, J. M. (2015). Hands-on precision agriculture data management workshops for producers and industry professionals: Development and assessment. The Journal of Extension, 53(4). https://doi.org/10.34068/joe.53.04.04 DOI: https://doi.org/10.34068/joe.53.04.04

National Institute of Food and Agriculture. (2025). Cooperative extension system. United States Department of Agriculture. https://www.nifa.usda.gov/about-nifa/what-we-do

Orem, M., Leggette, H., Parrella, J. A.; Lu, P., Palmer, K., Foster, J., Neely, H., & Noland, R. (2024). Harvesting trust: Exploring credible information sources about soil health practices for U.S. wheat farmers. Journal of Applied Communications, 108(4). https://doi.org/10.4148/1051-0834.2553 DOI: https://doi.org/10.4148/1051-0834.2553

Rogers, E. M. (2003). Diffusion of innovations (5th ed.). Free Press.

Sanyaolu, M., & Sadowski, A. (2024). The role of precision agriculture technologies in enhancing sustainable agriculture. Sustainability, 16(15), 6668. https://doi.org/10.3390/su16156668 DOI: https://doi.org/10.3390/su16156668

Šarauskis, E., Kazlauskas, M., Naujokienė, V., Bručienė, I., Steponavičius, D., Romaneckas, K., & Jasinskas, A. (2022). Variable rate seeding in precision agriculture: recent advances and future perspectives. Agriculture, 12(2), 305. https://doi.org/10.3390/agriculture12020305 DOI: https://doi.org/10.3390/agriculture12020305

Schimmelpfennig, D., & Lowenberg-DeBoer, J. (2020). Farm types and precision agriculture adoption: Crops, regions, soil variability, and farm size. Global Institute for Agri-Tech Economics Working Paper, 01–20. https://doi.org/10.2139/ssrn.3689311 DOI: https://doi.org/10.2139/ssrn.3689311

Thompson, N. M., Bir, C., Widmar, D. A., & Mintert, J. R. (2019). Farmer perceptions of precision agriculture technology benefits. Journal of Agricultural and Applied Economics, 51(1), 142-163. https://doi.org/10.1017/aae.2018.27 DOI: https://doi.org/10.1017/aae.2018.27

United States Department of Agriculture. (2025). Census of agriculture. National Agricultural Statistics Service. https://www.nass.usda.gov/AgCensus/

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Published

2025-11-08

How to Cite

Orton, G., & Lee, C.-L. (2025). Regional dynamics of precision agriculture adoption and knowledge transfer: Insights from Georgia extension agents. Advancements in Agricultural Development, 6(4), 20–31. https://doi.org/10.37433/aad.v6i4.641

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