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Outcome assessment of the digital agriculture ecosystem in Ethiopia

Author

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  • Yesigat, Habtamu
  • Abate, Gashaw T.
  • Spielman, David J.

Abstract

Ethiopia is making gradual but notable progress toward the digital transformation of its agricultural sector, driven by investments in connectivity, digital infrastructure, and cross-institutional coordination. Recent policy milestones have established an enabling foundation for scale, including the Digital Ethiopia 2025 and Digital Ethiopia 2030, personal data protection regulation and governance frameworks, and national roadmaps that will steer investment and implementation over the next decade—particularly the Digital Agriculture Extension and Advisory Services (DAEAS) roadmap and the Digital Agriculture Roadmap (DAR). However, persistent structural constraints such as limited rural internet coverage, low smartphone penetration, and unreliable electricity continue to shape the pace and equity of adoption. This paper synthesizes Ethiopia’s digital agriculture ecosystem with a focus on technology, data and analytical capacity, and policy environment. In the technology landscape, work is ongoing to develop decision-support applications alongside digital channels for delivering advisory services. Evidence from multiple pilot initiatives suggests these tools can expand outreach cost-effectively and improve the timeliness and relevance of agronomic guidance. The success of various pilot projects, along with valuable lessons from earlier efforts, strong government commitment, and supportive policies, has driven further investment in Ethiopia’s digital ecosystem. Nonetheless, substantial gaps remain in data availability and quality that limits the production of high-quality and context-specific advisory content. In addition, the reach and intensity of extension services needed to translate digital innovation into sustained productivity gains, income and livelihoods is not yet at the level desired. While Ethiopia’s digital agriculture agenda is well-positioned for accelerated scale, its impact will depend on resolving foundational constraints in last-mile connectivity, power reliability, and the institutions and pipelines required for trustworthy data and localized advisory at national scale.

Suggested Citation

  • Yesigat, Habtamu & Abate, Gashaw T. & Spielman, David J., 2026. "Outcome assessment of the digital agriculture ecosystem in Ethiopia," Project notes 180318, International Food Policy Research Institute (IFPRI).
  • Handle: RePEc:fpr:prnote:180318
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    References listed on IDEAS

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    1. Bjorn Van Campenhout & David J. Spielman & Els Lecoutere, 2021. "Information and Communication Technologies to Provide Agricultural Advice to Smallholder Farmers: Experimental Evidence from Uganda," American Journal of Agricultural Economics, John Wiley & Sons, vol. 103(1), pages 317-337, January.
    2. Toman Barsbai & Victoria Licuanan & Andreas Steinmayr & Erwin Tiongson & Dean Yang, 2020. "Information and the Acquisition of Social Network Connections," NBER Working Papers 27346, National Bureau of Economic Research, Inc.
    3. Abate, Gashaw T. & Bernard, Tanguy & Makhija, Simrin & Spielman, David J., 2023. "Accelerating technical change through ICT: Evidence from a video-mediated extension experiment in Ethiopia," World Development, Elsevier, vol. 161(C).
    4. Baozhi Li & Ni Zhuo & Chen Ji & Qibiao Zhu, 2022. "Influence of Smartphone-Based Digital Extension Service on Farmers’ Sustainable Agricultural Technology Adoption in China," IJERPH, MDPI, vol. 19(15), pages 1-14, August.
    5. Baul, Tushi & Karlan, Dean & Toyama, Kentaro & Vasilaky, Kathryn, 2024. "Improving smallholder agriculture via video-based group extension," Journal of Development Economics, Elsevier, vol. 169(C).
    6. Warner, James M. & Mekonnen, Yalew & Habte, Yetimwork, 2023. "The digital divide in rural Ethiopia: Determinants and implications of sex-disaggregated mobile phone ownership and use," IFPRI discussion papers 2196, International Food Policy Research Institute (IFPRI).
    7. Denise Hörner & Adrien Bouguen & Markus Frölich & Meike Wollni, 2022. "Knowledge and Adoption of Complex Agricultural Technologies: Evidence from an Extension Experiment," The World Bank Economic Review, World Bank, vol. 36(1), pages 68-90.
    8. Voss, Rachel C. & Jansen, Tony & Mané, Bacary & Shennan, Carol, 2021. "Encouraging technology adoption using ICTs and farm trials in Senegal: Lessons for gender equity and scaled impact," World Development, Elsevier, vol. 146(C).
    9. Friedson-Ridenour, Sophia & Pierotti, Rachael & Springer, Emily & Gebreyohannes, Alemgena, 2025. "Cultivating collaboration through joint participation: Evidence from a video-based nutrition-sensitive agricultural extension program in Ethiopia," Food Policy, Elsevier, vol. 134(C).
    10. Yitayew, Asresu & Abdulai, Awudu & Yigezu, Yigezu A. & Deneke, Tilaye T. & Kassie, Girma T., 2021. "Impact of agricultural extension services on the adoption of improved wheat variety in Ethiopia: A cluster randomized controlled trial," World Development, Elsevier, vol. 146(C).
    11. Fernando, A. Nilesh, 2021. "Seeking the treated: The impact of mobile extension on farmer information exchange in India," Journal of Development Economics, Elsevier, vol. 153(C).
    12. David Spielman & Kristin Davis & Martha Negash & Gezahegn Ayele, 2011. "Rural innovation systems and networks: findings from a study of Ethiopian smallholders," Agriculture and Human Values, Springer;The Agriculture, Food, & Human Values Society (AFHVS), vol. 28(2), pages 195-212, June.
    13. Haile, Mekbib G. & Wossen, Tesfamicheal & Kalkuhl, Matthias, 2019. "Access to information, price expectations and welfare: The role of mobile phone adoption in Ethiopia," Technological Forecasting and Social Change, Elsevier, vol. 145(C), pages 82-92.
    14. 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).
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