Practices, Challenges, and Future of Digital Transformation in Smallholder Agriculture: Insights from a Literature Review
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- Michel Kabirigi & Haruna Sekabira & Zhanli Sun & Frans Hermans, 2023.
"The use of mobile phones and the heterogeneity of banana farmers in Rwanda,"
Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(6), pages 5315-5335, June.
- Kabirigi, Michel & Sekabira, Haruna & Sun, Zhanli & Hermans, Frans, 2023. "The use of mobile phones and the heterogeneity of banana farmers in Rwanda," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 25(6), pages 5315-5335.
- Kalle Lyytinen & Mike Newman, 2008. "Explaining information systems change: a punctuated socio-technical change model," European Journal of Information Systems, Taylor & Francis Journals, vol. 17(6), pages 589-613, December.
- Snapp, Sieglinde, 2022. "Embracing variability in soils on smallholder farms: New tools and better science," Agricultural Systems, Elsevier, vol. 195(C).
- Juan D. Borrero & Jesús Mariscal, 2022. "A Case Study of a Digital Data Platform for the Agricultural Sector: A Valuable Decision Support System for Small Farmers," Agriculture, MDPI, vol. 12(6), pages 1-15, May.
- Sakiru O. Akinbode & Olusegun Folorunso & Taiwo S. Olutoberu & Florence A. Olowokere & Muftau Adebayo & Sodeeq O. Azeez & Sarafadeen G. Hammed & Mutiu A. Busari, 2024. "Farmers’ Perception and Practice of Soil Fertility Management and Conservation in the Era of Digital Soil Information Systems in Southwest Nigeria," Agriculture, MDPI, vol. 14(7), pages 1-18, July.
- Nametshego Gumbi & Lucas Gumbi & Hossana Twinomurinzi, 2023. "Towards Sustainable Digital Agriculture for Smallholder Farmers: A Systematic Literature Review," Sustainability, MDPI, vol. 15(16), pages 1-20, August.
- Uwe Deichmann & Aparajita Goyal & Deepak Mishra, 2016.
"Will digital technologies transform agriculture in developing countries?,"
Agricultural Economics, International Association of Agricultural Economists, vol. 47(S1), pages 21-33, November.
- Deichmann,Uwe & Goyal,Aparajita & Mishra,Deepak K., 2016. "Will digital technologies transform agriculture in developing countries ?," Policy Research Working Paper Series 7669, The World Bank.
- Mawazo Magesa & Joan Jonathan & Justin Urassa, 2023. "Digital Literacy of Smallholder Farmers in Tanzania," Sustainability, MDPI, vol. 15(17), pages 1-22, September.
- Welcome Ntokozo Sifisosami Zondo & Jorine Tafadzwa Ndoro, 2023. "Attributes of Diffusion of Innovation’s Influence on Smallholder Farmers’ Social Media Adoption in Mpumalanga Province, South Africa," Sustainability, MDPI, vol. 15(5), pages 1-19, February.
- Alfons Weersink & Evan Fraser & David Pannell & Emily Duncan & Sarah Rotz, 2018. "Opportunities and Challenges for Big Data in Agricultural and Environmental Analysis," Annual Review of Resource Economics, Annual Reviews, vol. 10(1), pages 19-37, October.
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- Anca Antoaneta Vărzaru, 2025. "Digital Revolution in Agriculture: Using Predictive Models to Enhance Agricultural Performance Through Digital Technology," Agriculture, MDPI, vol. 15(3), pages 1-31, January.
- Sun, Yong & Huang, Xiaomin & Paerhati, Buhailiqimu & Zhou, Kan, 2025. "Collaborative solutions for agricultural water pollution in smallholder economies: Farmers and local governments unite," Agricultural Water Management, Elsevier, vol. 313(C).
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