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Adoption of computer-based technology (CBT) in agriculture in Kentucky, USA: Opportunities and barriers

Author

Listed:
  • Gyawali, Buddhi R.
  • Paudel, Krishna P.
  • Jean, Rosny
  • Banerjee, Swagata “Ban”

Abstract

We conducted a study to understand the factors affecting farmers' decisions to use computer-based technologies (CBT) so that feasible and farmer-friendly CBT can be developed as farm-decision support systems to improve farm productivity and sustainability. We analyzed data from 314 mail and in-person interview surveys from farmers in Kentucky, USA. We used a logistic regression model to identify sociodemographic factors influencing the adoption of CBT in farm management, production, and marketing by Kentucky farmers. Results suggest that the higher the farmer's education level, the more likely they will use CBT. Younger farmers are more likely to use CBT than older farmers, and the more acres a farmer owns, the more likely they are to use CBT. The results could help improve education and outreach strategies to reach out to farmers with innovative farm management and marketing strategies.

Suggested Citation

  • Gyawali, Buddhi R. & Paudel, Krishna P. & Jean, Rosny & Banerjee, Swagata “Ban”, 2023. "Adoption of computer-based technology (CBT) in agriculture in Kentucky, USA: Opportunities and barriers," Technology in Society, Elsevier, vol. 72(C).
    • Handle: RePEc:eee:teinso:v:72:y:2023:i:c:s0160791x23000076
    DOI: 10.1016/j.techsoc.2023.102202
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    1. Wachenheim, Cheryl & Fan, Linfeng & Zheng, Shi, 2021. "Adoption of unmanned aerial vehicles for pesticide application: Role of social network, resource endowment, and perceptions," Technology in Society, Elsevier, vol. 64(C).
    2. Andrew D. Foster & Mark R. Rosenzweig, 2010. "Microeconomics of Technology Adoption," Annual Review of Economics, Annual Reviews, vol. 2(1), pages 395-424, September.
    3. Gloy, Brent A. & Hyde, Jeffrey & LaDue, Eddy L., 2002. "Dairy Farm Management and Long-Term Farm Financial Performance," Agricultural and Resource Economics Review, Northeastern Agricultural and Resource Economics Association, vol. 31(2), pages 1-15, October.
    4. Jeremy R. Magruder, 2018. "An Assessment of Experimental Evidence on Agricultural Technology Adoption in Developing Countries," Annual Review of Resource Economics, Annual Reviews, vol. 10(1), pages 299-316, October.
    5. Jeffcoat, Chris & Davis, Alison F. & Hu, Wuyang, 2012. "Willingness to Pay for Broadband Access by Kentucky Farmers," Journal of Agricultural and Applied Economics, Southern Agricultural Economics Association, vol. 44(3), pages 1-12, August.
    6. Gillespie, Jeffrey & Mark, Tyler B. & Sandretto, Carmen & Nehring, Richard, 2009. "Computerized Technology Adoption Among Farms in the U.S. Dairy Industry," Journal of the ASFMRA, American Society of Farm Managers and Rural Appraisers, vol. 2009, pages 1-9.
    7. Lambrecht, Isabel & Vanlauwe, Bernard & Merckx, Roel & Maertens, Miet, 2014. "Understanding the Process of Agricultural Technology Adoption: Mineral Fertilizer in Eastern DR Congo," World Development, Elsevier, vol. 59(C), pages 132-146.
    8. Haula, Kitonsa & Agbozo, Ebenezer, 2020. "A systematic review on unmanned aerial vehicles in Sub-Saharan Africa: A socio-technical perspective," Technology in Society, Elsevier, vol. 63(C).
    9. repec:cup:jagaec:v:40:y:2008:i:1:p:203-222_1 is not listed on IDEAS
    10. Jeffrey Gillespie & Seon‐Ae Kim & Krishna Paudel, 2007. "Why don't producers adopt best management practices? An analysis of the beef cattle industry," Agricultural Economics, International Association of Agricultural Economists, vol. 36(1), pages 89-102, January.
    11. Louis Putterman, 2008. "Agriculture, Diffusion and Development: Ripple Effects of the Neolithic Revolution," Economica, London School of Economics and Political Science, vol. 75(300), pages 729-748, November.
    12. 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.
    13. Giua, Carlo & Materia, Valentina Cristiana & Camanzi, Luca, 2022. "Smart farming technologies adoption: Which factors play a role in the digital transition?," Technology in Society, Elsevier, vol. 68(C).
    14. Gloy, Brent A. & Akridge, Jay T., 2000. "Computer And Internet Adoption On Large U.S. Farms," International Food and Agribusiness Management Review, International Food and Agribusiness Management Association, vol. 3(3), pages 1-16.
    15. Mottaleb, Khondoker A., 2018. "Perception and adoption of a new agricultural technology: Evidence from a developing country," Technology in Society, Elsevier, vol. 55(C), pages 126-135.
    16. Daniel S. Putler & David Zilberman, 1988. "Computer Use in Agriculture: Evidence from Tulare County, California," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 70(4), pages 790-802.
    17. Labrecque, Lauren I. & vor dem Esche, Jonas & Mathwick, Charla & Novak, Thomas P. & Hofacker, Charles F., 2013. "Consumer Power: Evolution in the Digital Age," Journal of Interactive Marketing, Elsevier, vol. 27(4), pages 257-269.
    18. Megan Horst & Amy Marion, 2019. "Racial, ethnic and gender inequities in farmland ownership and farming in the U.S," Agriculture and Human Values, Springer;The Agriculture, Food, & Human Values Society (AFHVS), vol. 36(1), pages 1-16, March.
    19. Paudel, Krishna P. & Pandit, Mahesh & Mishra, Ashok K. & Segarra, Eduardo, 2011. "Why Don't Farmers Adopt Precision Farming Technologies in Cotton Production?," 2011 Annual Meeting, July 24-26, 2011, Pittsburgh, Pennsylvania 104828, Agricultural and Applied Economics Association.
    20. Christine Zhenwei Qiang & Siou Chew Kuek & Andrew Dymond & Steve Esselaar, 2012. "Mobile Applications for Agriculture and Rural Development," World Bank Publications - Reports 21892, The World Bank Group.
    21. Jeremy D. Foltz & Hsiu-Hui Chang, 2002. "The Adoption and Profitability of rbST on Connecticut Dairy Farms," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 84(4), pages 1021-1032.
    22. Thia Hennessy & Doris Läpple & Brian Moran, 2016. "The Digital Divide in Farming: A Problem of Access or Engagement?," Applied Economic Perspectives and Policy, Agricultural and Applied Economics Association, vol. 38(3), pages 474-491.
    23. Hanson, Erik D. & Cossette, Max K. & Roberts, David C., 2022. "The adoption and usage of precision agriculture technologies in North Dakota," Technology in Society, Elsevier, vol. 71(C).
    24. Schimmelpfennig, David, 2016. "Farm Profits and Adoption of Precision Agriculture," Economic Research Report 249773, United States Department of Agriculture, Economic Research Service.
    25. Damona Doye & Robert Jolly & Rob Hornbaker & Tim Cross & Robert P. King & William F. Lazarus & Anthony Yeboah, 2000. "Case Studies of Farmers' Use of Information Systems," Review of Agricultural Economics, Agricultural and Applied Economics Association, vol. 22(2), pages 566-585.
    26. Ronaghi, Mohammad Hossein & Forouharfar, Amir, 2020. "A contextualized study of the usage of the Internet of things (IoTs) in smart farming in a typical Middle Eastern country within the context of Unified Theory of Acceptance and Use of Technology model," Technology in Society, Elsevier, vol. 63(C).
    27. Gloy, Brent A. & Hyde, Jeffrey & LaDue, Eddy L., 2002. "Dairy Farm Management and Long-Term Farm Financial Performance," Agricultural and Resource Economics Review, Cambridge University Press, vol. 31(2), pages 233-247, October.
    28. Paudel, Krishna P. & Gauthier, Wayne M. & Westra, John V. & Hall, Larry M., 2008. "Factors Influencing and Steps Leading to the Adoption of Best Management Practices by Louisiana Dairy Farmers," Journal of Agricultural and Applied Economics, Southern Agricultural Economics Association, vol. 40(01), pages 1-20, April.
    29. M. N. Asadullah & S. Rahman, 2009. "Farm productivity and efficiency in rural Bangladesh: the role of education revisited," Applied Economics, Taylor & Francis Journals, vol. 41(1), pages 17-33.
    30. Williams, Robin & Edge, David, 1996. "The social shaping of technology," Research Policy, Elsevier, vol. 25(6), pages 865-899, September.
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