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Who drives the digital revolution in agriculture? A review of supply‐side trends, players and challenges

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  1. Sun, Yong & Miao, Yiling & Xie, Zhiju & Wu, Runtian, 2024. "Drivers and barriers to digital transformation in agriculture: An evolutionary game analysis based on the experience of China," Agricultural Systems, Elsevier, vol. 221(C).
  2. Xiao Liu & Zhenyu Wang & Xiaoyan Han, 2024. "The Impact of Digital Literacy on Farmers’ Green Production Behavior: Mediating Effects Based on Ecological Cognition," Sustainability, MDPI, vol. 16(17), pages 1-20, August.
  3. Luwen Cui & Weiwei Wang, 2023. "Factors Affecting the Adoption of Digital Technology by Farmers in China: A Systematic Literature Review," Sustainability, MDPI, vol. 15(20), pages 1-14, October.
  4. Divya Suresh & Abhishek Choudhury & Yinjia Zhang & Zhiying Zhao & Rajib Shaw, 2024. "The Role of Data-Driven Agritech Startups—The Case of India and Japan," Sustainability, MDPI, vol. 16(11), pages 1-17, May.
  5. Xinxin Zhou & Bangbang Zhang & Tong Chen, 2024. "Study on the Evolution of Spatiotemporal Dynamics and Regional Differences in the Development of Digital Agriculture in China," Sustainability, MDPI, vol. 16(16), pages 1-17, August.
  6. Sarah Hackfort, 2021. "Patterns of Inequalities in Digital Agriculture: A Systematic Literature Review," Sustainability, MDPI, vol. 13(22), pages 1-18, November.
  7. Kym Anderson, 2022. "Agriculture in a more uncertain global trade environment," Agricultural Economics, International Association of Agricultural Economists, vol. 53(4), pages 563-579, July.
  8. Mathilde Aubry & Ben Hamadi & Roland Condor & Nazik Fadil & Christine Fournes, 2022. "Exploring digitalisation in the agri-food sector and its paradoxes: Evidence from a comparative study with small French companies," Post-Print hal-04430806, HAL.
  9. Abate, Gashaw T. & Abay, Kibrom A. & Chamberlin, Jordan & Kassim, Yumna & Spielman, David J. & Paul Jr Tabe-Ojong, Martin, 2023. "Digital tools and agricultural market transformation in Africa: Why are they not at scale yet, and what will it take to get there?," Food Policy, Elsevier, vol. 116(C).
  10. Michelson, Hope & Gourlay, Sydney & Lybbert, Travis & Wollburg, Philip, 2023. "Review: Purchased agricultural input quality and small farms," Food Policy, Elsevier, vol. 116(C).
  11. Klingenberg, Cristina Orsolin & Valle Antunes Júnior, José Antônio & Müller-Seitz, Gordon, 2022. "Impacts of digitalization on value creation and capture: Evidence from the agricultural value chain," Agricultural Systems, Elsevier, vol. 201(C).
  12. Wysel, Matthew & Baker, Derek & Billingsley, William, 2021. "Data sharing platforms: How value is created from agricultural data," Agricultural Systems, Elsevier, vol. 193(C).
  13. 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).
  14. Ingram, Julie & Maye, Damian & Bailye, Clive & Barnes, Andrew & Bear, Christopher & Bell, Matthew & Cutress, David & Davies, Lynfa & de Boon, Auvikki & Dinnie, Liz & Gairdner, Julian & Hafferty, Caitl, 2022. "What are the priority research questions for digital agriculture?," Land Use Policy, Elsevier, vol. 114(C).
  15. Sukoluhle Mazwane & Moraka N. Makhura & Mmapatla P. Senyolo, 2022. "Important Policy Parameters for the Development of Inclusive Digital Agriculture: Implications for the Redistributive Land Reform Program in South Africa," Agriculture, MDPI, vol. 12(12), pages 1-15, December.
  16. Paulus, Michael & Pfaff, Sara Anna, 2022. "Factors Affecting the Diffusion of Digital Farming Towards More Resilient Farming Systems - Empirical Evidence from Baden-Württemberg," 62nd Annual Conference, Stuttgart, Germany, September 7-9, 2022 329597, German Association of Agricultural Economists (GEWISOLA).
  17. Basharat Ali & Peter Dahlhaus, 2022. "The Role of FAIR Data towards Sustainable Agricultural Performance: A Systematic Literature Review," Agriculture, MDPI, vol. 12(2), pages 1-17, February.
  18. Daum, Thomas & Ravichandran, Thanammal & Kariuki, Juliet & Chagunda, Mizeck & Birner, Regina, 2022. "Connected cows and cyber chickens? Stocktaking and case studies of digital livestock tools in Kenya and India," Agricultural Systems, Elsevier, vol. 196(C).
  19. 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.
  20. Wolfert, Sjaak & Verdouw, Cor & van Wassenaer, Lan & Dolfsma, Wilfred & Klerkx, Laurens, 2023. "Digital innovation ecosystems in agri-food: design principles and organizational framework," Agricultural Systems, Elsevier, vol. 204(C).
  21. Zhiqiang Zhou & Wenyan Liu & Huilin Wang & Jingyu Yang, 2022. "The Impact of Environmental Regulation on Agricultural Productivity: From the Perspective of Digital Transformation," IJERPH, MDPI, vol. 19(17), pages 1-19, August.
  22. Steinke, Jonathan & Ortiz-Crespo, Berta & van Etten, Jacob & Müller, Anna, 2022. "Participatory design of digital innovation in agricultural research-for-development: insights from practice," Agricultural Systems, Elsevier, vol. 195(C).
  23. Xinxin Zhou & Tong Chen & Bangbang Zhang, 2023. "Research on the Impact of Digital Agriculture Development on Agricultural Green Total Factor Productivity," Land, MDPI, vol. 12(1), pages 1-20, January.
  24. Maria Tsiouni & Georgios Kountios & Konstantinos Kousenidis & Dimitrios Kousenidis & Ouranios Tzamaloukas & Panagiotis Simitzis, 2023. "Financial Ratio Analysis as an Advisory Tool for Sustainable Pig Farm Management in Greece," Sustainability, MDPI, vol. 15(21), pages 1-11, November.
  25. Mac Clay, Pablo & Feeney, Roberto & Sellare, Jorge, 2024. "Technology-driven transformations in agri-food global value chains: The role of incumbent firms from a corporate venture capital perspective," Food Policy, Elsevier, vol. 127(C).
  26. Galaz, Victor & Centeno, Miguel A. & Callahan, Peter W. & Causevic, Amar & Patterson, Thayer & Brass, Irina & Baum, Seth & Farber, Darryl & Fischer, Joern & Garcia, David & McPhearson, Timon & Jimenez, 2021. "Artificial intelligence, systemic risks, and sustainability," Technology in Society, Elsevier, vol. 67(C).
  27. Chen, Ximing & Yan, Yongjia & Qiu, Ji, 2024. "Can enterprise digital transformation reduce the reliance on bank credit? Evidence from China," Economic Modelling, Elsevier, vol. 132(C).
  28. Basharat Ali & Peter Dahlhaus, 2022. "Roles of Selective Agriculture Practices in Sustainable Agricultural Performance: A Systematic Review," Sustainability, MDPI, vol. 14(6), pages 1-15, March.
  29. Rachel Opitz & Philippe De Smedt & Victorino Mayoral-Herrera & Stefano Campana & Marco Vieri & Eamonn Baldwin & Carolina Perna & Daniele Sarri & Jeroen Verhegge, 2023. "Practicing Critical Zone Observation in Agricultural Landscapes: Communities, Technology, Environment and Archaeology," Land, MDPI, vol. 12(1), pages 1-20, January.
  30. Schnebelin, Éléonore, 2022. "Linking the diversity of ecologisation models to farmers' digital use profiles," Ecological Economics, Elsevier, vol. 196(C).
  31. Mei, Linfeng & Zheng, Yangyang & Tian, Mengling & Wu, Yu, 2024. "Driven by the policy or bent by the market? Cracking the digital transformation code of farmer cooperatives," Technological Forecasting and Social Change, Elsevier, vol. 208(C).
  32. Claudiu George Bocean, 2024. "A Cross-Sectional Analysis of the Relationship between Digital Technology Use and Agricultural Productivity in EU Countries," Agriculture, MDPI, vol. 14(4), pages 1-24, March.
  33. Karina R. Mukhamedova & Natalya P. Cherepkova & Alexandr V. Korotkov & Zhanerke B. Dagasheva & Manuela Tvaronavičienė, 2022. "Digitalisation of Agricultural Production for Precision Farming: A Case Study," Sustainability, MDPI, vol. 14(22), pages 1-11, November.
  34. Paget, Nicolas & Le Gal, Pierre-Yves & Goulet, Frédéric, 2024. "Motivations and challenges of intrapreneurship in research organizations. The case of decision support systems in agricultural research for development," Technovation, Elsevier, vol. 130(C).
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