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Accelerating technical change through ICTs: Evidence from a video-mediated extension experiment in Ethiopia

Author

Listed:
  • Abate, Gashaw T.
  • Bernard, Tanguy
  • Makhija, Simrin
  • Spielman, David J.

Abstract

The use of information and communications technologies (ICTs) to address a wide array of development issues has gained considerable attention among governments, practitioners, and researchers in recent years (Lwoga and Sangeda 2019). While early studies focused on mobile phones and text messaging, attention is quickly shifting to other media, including video. Many studies on the use of video as a medium explore how increased access and consumption of information can lead to behavior changes that ultimately result in welfare-improving outcomes. This study explores whether video-mediated extension leads to the increased, sustained uptake of productivity-enhancing agricultural technologies and practices by small-scale farmers. Over the two-year period of 2017–2018, the Government of Ethiopia and Digital Green conducted the large-scale rollout of a video-mediated extension approach. We examine the impact of this rollout on a range of outcome indicators, including whether targeting the video-mediated approach to both spouses of a household was more effective than targeting the (typically male) household head alone. Our main outcomes of interest include farmer uptake of the subject technologies and the yield gains resulting from these technologies. Our study provides insights into the mechanisms behind the observed effects and an analysis of the approach’s cost effectiveness. Our results demonstrate that the video-mediated extension approach led to increases in farmer uptake of improved agricultural technologies and practices. In the first year of the experiment, we find an overall 6 percentage point increase in technology uptake, which translates into a 10 percent increase over the mean of the control group. An analysis of uptake by type of technology shows that the video-mediated approach resulted in an increase of 13, 20, and 15 percent over control group means for row planting, precise seeding rate, and urea top/side dressing, respectively. These results endure in the second year of the experiment, pointing to farmers’ effective uptake of the technology beyond a mere trial in one production season. Upon exploring the mechanisms that explain these adoption effects, we find that the video-mediated extension approach led to an increase in extension reach, with a 35 percent increase in farmers’ attendance at extension sessions (likely due to interest in the video medium). Among farmers assigned to the video-mediated extension approach, we also find a higher level of technical understanding of focal agricultural technologies and practices. While our results suggest greater participation and knowledge gains among (typically female) spouses who also participated in the video-mediated extension approach, we do not find clear evidence that targeting both spouses led to higher rates of technology uptake.

Suggested Citation

  • Abate, Gashaw T. & Bernard, Tanguy & Makhija, Simrin & Spielman, David J., 2021. "Accelerating technical change through ICTs: Evidence from a video-mediated extension experiment in Ethiopia," Project notes December 2021, International Food Policy Research Institute (IFPRI).
  • Handle: RePEc:fpr:prnote:1293759977
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    2. Justice A. Tambo & Fredrick Mbugua & Solomon Agyemang Duah & Birgitta Oppong-Mensah & Christopher Yao Ocloo & Frances Williams, 2023. "Pest risk information, agricultural outcomes and food security: evidence from Ghana," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 15(6), pages 1667-1683, December.
    3. Friedson-Ridenour,Sophia & Pierotti,Rachael Susan & Springer,Emily Ann & Gebreyohannes,Alemgena, 2024. "Cultivating Collaboration through Joint Participation : Evidence from a Video-Based Nutrition-Sensitive Agricultural Extension Program in Ethiopia," Policy Research Working Paper Series 10841, The World Bank.
    4. Liu, Guiling & Liu, Ruifeng & Tian, Mengling & Wang, Jian & Ma, Hengyun, 2025. "Heterogeneous impact of digital economy on employment quality of female migrant workers in an emerging economy: Evidence from China," World Development, Elsevier, vol. 195(C).
    5. Aladesuru, Damilola T. & Birner, Regina & Bosch, Christine & Kasule, James B. & Kato, Edward & Ringler, Claudia, 2024. "How do videos fit into current agricultural advisory services? Lessons from Kenya and Uganda," IFPRI discussion papers 2276, International Food Policy Research Institute (IFPRI).
    6. 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).
    7. 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).
    8. 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).
    9. Xue, Qihang & Wang, Huimin & Wei, Jian & Bai, Caiquan, 2024. "Does the digital economy improve female autonomy?," Structural Change and Economic Dynamics, Elsevier, vol. 71(C), pages 193-207.
    10. Kramer, Berber & Spielman, David J., 2025. "Quality seeds, improved varieties: The economics of crop genetic improvement and farmer uptake," IFPRI book chapters, in: Global food policy report 2025: Food policy: Lessons and priorities for a changing world, chapter 9, pages 221-244, International Food Policy Research Institute (IFPRI).
    11. Zhenyu Qi & Yuezhou You, 2024. "The Impact of the Rural Digital Economy on Agricultural Green Development and Its Mechanism: Empirical Evidence from China," Sustainability, MDPI, vol. 16(9), pages 1-23, April.
    12. Nividita Varun Chand & Josphine Sandya Venkataiya & William Kerua & Leifeng Guo & Wensheng Wang, 2025. "A Study on Information Communication Technology in Ba Province, Fiji," Sustainability, MDPI, vol. 17(9), pages 1-20, April.
    13. Galiè, Alessandra & Kramer, Berber & Spielman, David J. & Kawarazuka, Nozomi & Rietveld, Anne M. & Aju, Stellamaris, 2025. "Inclusive and gender-transformative seed systems: Concepts and applications," Agricultural Systems, Elsevier, vol. 226(C).
    14. Klaus W. Deininger & Daniel Ayalew Ali, 2024. "Using Satellite Imagery and a Farmer Registry to Assess Agricultural Support in Conflict Settings : The Case of the Producer Support Grant Program in Ukraine," Policy Research Working Paper Series 10912, The World Bank.
    15. repec:ags:cfcp15:344324 is not listed on IDEAS

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    JEL classification:

    • O13 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Agriculture; Natural Resources; Environment; Other Primary Products
    • Q12 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Micro Analysis of Farm Firms, Farm Households, and Farm Input Markets
    • Q16 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - R&D; Agricultural Technology; Biofuels; Agricultural Extension Services

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