IDEAS home Printed from https://ideas.repec.org/p/fpr/prnote/1293759977.html
   My bibliography  Save this paper

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

Author

Listed:
  • Abate, Gashaw Tadesse
  • 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 Tadesse & 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
    as

    Download full text from publisher

    File URL: https://www.ifpri.org/cdmref/p15738coll2/id/134904/filename/135118.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Gashaw Tadesse Abate & Tanguy Bernard & Alan de Brauw & Nicholas Minot, 2018. "The impact of the use of new technologies on farmers’ wheat yield in Ethiopia: evidence from a randomized control trial," Agricultural Economics, International Association of Agricultural Economists, vol. 49(4), pages 409-421, July.
    2. Fred Mawunyo Dzanku & Robert Darko Osei & Paul Kwame Nkegbe & Isaac Osei-Akoto, 2022. "Information delivery channels and agricultural technology uptake: experimental evidence from Ghana," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 49(1), pages 82-120.
    3. Angus Deaton, 2010. "Instruments, Randomization, and Learning about Development," Journal of Economic Literature, American Economic Association, vol. 48(2), pages 424-455, June.
    4. Stefan Dercon & Daniel O. Gilligan & John Hoddinott & Tassew Woldehanna, 2009. "The Impact of Agricultural Extension and Roads on Poverty and Consumption Growth in Fifteen Ethiopian Villages," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 91(4), pages 1007-1021.
    5. Oyakhilomen Oyinbo & Jordan Chamberlin & Tahirou Abdoulaye & Miet Maertens, 2022. "Digital extension, price risk, and farm performance: experimental evidence from Nigeria," American Journal of Agricultural Economics, John Wiley & Sons, vol. 104(2), pages 831-852, March.
    6. Vandercasteelen, Joachim & Regassa, Mekdim Dereje & Minten, Bart & Taffesse, Alemayehu Seyoum, 2018. "Perceptions, impacts, and rewards of row planting," IFPRI book chapters, in: In The economics of teff: Exploring Ethiopia’s biggest cash crop, chapter 5, pages 97-130, International Food Policy Research Institute (IFPRI).
    7. Robert Jensen, 2012. "Do Labor Market Opportunities Affect Young Women's Work and Family Decisions? Experimental Evidence from India," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 127(2), pages 753-792.
    8. Foster, Andrew D & Rosenzweig, Mark R, 1995. "Learning by Doing and Learning from Others: Human Capital and Technical Change in Agriculture," Journal of Political Economy, University of Chicago Press, vol. 103(6), pages 1176-1209, December.
    9. Hörner, Denise & Bouguen, Adrien & Frölich, Markus & Wollni, Meike, 2019. "The Effects of Decentralized and Video-based Extension on the Adoption of Integrated Soil Fertility Practices – Experimental Evidence from Ethiopia," 2019 Annual Meeting, July 21-23, Atlanta, Georgia 291314, Agricultural and Applied Economics Association.
    10. Aminou Arouna & Jeffrey D. Michler & Wilfried G. Yergo & Kazuki Saito, 2021. "One Size Fits All? Experimental Evidence on the Digital Delivery of Personalized Extension Advice in Nigeria," American Journal of Agricultural Economics, John Wiley & Sons, vol. 103(2), pages 596-619, March.
    11. Gunhild Berg & Bilal Zia, 2017. "Harnessing Emotional Connections to Improve Financial Decisions: Evaluating the Impact of Financial Education in Mainstream Media," Journal of the European Economic Association, European Economic Association, vol. 15(5), pages 1025-1055.
    12. 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.
    13. Makhija, Simrin & Spielman, David J. & Abate, Gashaw T. & Bernard, Tanguy, 2019. "Opportunities and challenges in field data validation and corroboration: Matching household survey data with project monitoring data in Ethiopia," Project notes May 2019, International Food Policy Research Institute (IFPRI).
    14. Christopher B. Barrett & Asad Islam & Abdul Mohammad Malek & Debayan Pakrashi & Ummul Ruthbah, 2022. "Experimental Evidence on Adoption and Impact of the System of Rice Intensification," American Journal of Agricultural Economics, John Wiley & Sons, vol. 104(1), pages 4-32, January.
    15. Udry, Christopher, 1996. "Gender, Agricultural Production, and the Theory of the Household," Journal of Political Economy, University of Chicago Press, vol. 104(5), pages 1010-1046, October.
    16. Campbell, M.K. & DeVellis, B.M. & Strecher, V.J. & Ammerman, A.S. & DeVellis, R.F. & Sandler, R.S., 1994. "Improving dietary behavior: The effectiveness of tailored messages in primary care settings," American Journal of Public Health, American Public Health Association, vol. 84(5), pages 783-787.
    17. Denise Hörner & Adrien Bouguen & Markus Frölich & Meike Wollni, 2019. "The Effects of Decentralized and Video-based Extension on the Adoption of Integrated Soil Fertility Management – Experimental Evidence from Ethiopia," NBER Working Papers 26052, National Bureau of Economic Research, Inc.
    18. Tewodaj Mogues & Valerie Mueller & Florence Kondylis, 2019. "Cost-effectiveness of community-based gendered advisory services to farmers: Analysis in Mozambique and Tanzania," PLOS ONE, Public Library of Science, vol. 14(3), pages 1-32, March.
    19. Alberto Chong & Eliana La Ferrara, 2009. "Television and Divorce: Evidence from Brazilian Novelas," Journal of the European Economic Association, MIT Press, vol. 7(2-3), pages 458-468, 04-05.
    20. James Stevenson & Bernard Vanlauwe & Karen Macours & Nancy Johnson & Lakshmi Krishnan & Frank Place & David Spielman & Karl Hughes & Paul Vlek, 2019. "Farmer adoption of plot- and farm-level natural resource management practices: Between rhetoric and reality," Post-Print halshs-02095028, HAL.
    21. Timothy G. Conley & Christopher R. Udry, 2010. "Learning about a New Technology: Pineapple in Ghana," American Economic Review, American Economic Association, vol. 100(1), pages 35-69, March.
    22. Shikuku, Kelvin Mashisia, 2019. "Information exchange links, knowledge exposure, and adoption of agricultural technologies in northern Uganda," World Development, Elsevier, vol. 115(C), pages 94-106.
    23. Eduardo Nakasone & Maximo Torero, 2016. "A text message away: ICTs as a tool to improve food security," Agricultural Economics, International Association of Agricultural Economists, vol. 47(S1), pages 49-59, November.
    24. Abhijit V. Banerjee & Esther Duflo, 2009. "The Experimental Approach to Development Economics," Annual Review of Economics, Annual Reviews, vol. 1(1), pages 151-178, May.
    25. Kibrom A. Abay & Guush Berhane & Alemayehu Seyoum Taffesse & Kibrewossen Abay & Bethelhem Koru, 2018. "Estimating Input Complementarities with Unobserved Heterogeneity: Evidence from Ethiopia," Journal of Agricultural Economics, Wiley Blackwell, vol. 69(2), pages 495-517, June.
    26. Alberto Chong & Eliana La Ferrara, 2009. "Television and Divorce: Evidence from Brazilian Novelas," Journal of the European Economic Association, MIT Press, vol. 7(2-3), pages 458-468, 04-05.
    27. Ogutu, Sylvester Ochieng & Okello, Julius Juma & Otieno, David Jakinda, 2014. "Impact of Information and Communication Technology-Based Market Information Services on Smallholder Farm Input Use and Productivity: The Case of Kenya," World Development, Elsevier, vol. 64(C), pages 311-321.
    28. Julia Bello-Bravo & Manuele Tamò & Elie Ayitondji Dannon & Barry Robert Pittendrigh, 2018. "An assessment of learning gains from educational animated videos versus traditional extension presentations among farmers in Benin," Information Technology for Development, Taylor & Francis Journals, vol. 24(2), pages 224-244, April.
    29. Abay, Kibrom A. & Abate, Gashaw T. & Barrett, Christopher B. & Bernard, Tanguy, 2019. "Correlated non-classical measurement errors, ‘Second best’ policy inference, and the inverse size-productivity relationship in agriculture," Journal of Development Economics, Elsevier, vol. 139(C), pages 171-184.
    30. Marcel Fafchamps & Bart Minten, 2012. "Impact of SMS-Based Agricultural Information on Indian Farmers," The World Bank Economic Review, World Bank, vol. 26(3), pages 383-414.
    31. Camacho, Adriana & Conover, Emily, 2019. "The impact of receiving SMS price and weather information on small scale farmers in Colombia," World Development, Elsevier, vol. 123(C), pages 1-1.
    32. Hoel, Jessica B. & Hidrobo, Melissa & Bernard, Tanguy & Ashour, Maha, 2021. "What do intra-household experiments measure? Evidence from the lab and field," Journal of Economic Behavior & Organization, Elsevier, vol. 188(C), pages 337-350.
    33. Rema Hanna & Sendhil Mullainathan & Joshua Schwartzstein, 2014. "Learning Through Noticing: Theory and Evidence from a Field Experiment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(3), pages 1311-1353.
    34. Joachim Vandercasteelen & Mekdim Dereje & Bart Minten & Alemayehu Seyoum Taffesse, 2020. "From Agricultural Experiment Station to Farm: The Impact of the Promotion of a New Technology on Farmers’ Yields in Ethiopia," Economic Development and Cultural Change, University of Chicago Press, vol. 68(3), pages 965-1007.
    35. Dercon, Stefan & Orkin, Kate & Bernard, Tanguy & Taffesse, Alemayehu, 2014. "The Future in Mind: Aspirations and Forward-Looking Behaviour in Rural Ethiopia," CEPR Discussion Papers 10224, C.E.P.R. Discussion Papers.
    36. Doss, Cheryl, 2015. "Women and Agricultural Productivity: What Does the Evidence Tell Us?," Center Discussion Papers 212153, Yale University, Economic Growth Center.
    37. Berhane, Guush & Ragasa, Catherine & Abate, Gashaw T. & Assefa, Thomas Woldu, 2018. "The state of agricultural extension services in Ethiopia and their contribution to agricultural productivity," ESSP working papers 118, International Food Policy Research Institute (IFPRI).
    38. 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).
    39. Spielman, David J. & Byerlee, Derek & Alemu, Dawit & Kelemework, Dawit, 2010. "Policies to promote cereal intensification in Ethiopia: The search for appropriate public and private roles," Food Policy, Elsevier, vol. 35(3), pages 185-194, June.
    40. Doss, Cheryl R. & Morris, Michael L., 2001. "How does gender affect the adoption of agricultural innovations?: The case of improved maize technology in Ghana," Agricultural Economics, Blackwell, vol. 25(1), pages 27-39, June.
    41. Pramila Krishnan & Manasa Patnam, 2014. "Neighbors and Extension Agents in Ethiopia: Who Matters More for Technology Adoption?," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 96(1), pages 308-327.
    42. Jenny C. Aker, 2011. "Dial “A” for agriculture: a review of information and communication technologies for agricultural extension in developing countries," Agricultural Economics, International Association of Agricultural Economists, vol. 42(6), pages 631-647, November.
    43. Abhijit Banerjee & Emily Breza & Arun G. Chandrasekhar & Markus Mobius, 2021. "Naïve Learning with Uninformed Agents," American Economic Review, American Economic Association, vol. 111(11), pages 3540-3574, November.
    44. Ayalew, Hailemariam & Chamberlin, Jordan & Newman, Carol, 2022. "Site-specific agronomic information and technology adoption: A field experiment from Ethiopia," Journal of Development Economics, Elsevier, vol. 156(C).
    45. Barrett, Christopher B. & Islam, Asad & Pakrashi, Debayan & Ruthbah, Ummul, 2021. "Experimental Evidence on Adoption and Impact of the System of rice Intensification," Working Papers 309950, Cornell University, Department of Applied Economics and Management.
    46. Robert Jensen, 2010. "The (Perceived) Returns to Education and the Demand for Schooling," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(2), pages 515-548.
    47. Xiaolan Fu & Shaheen Akter, 2016. "The Impact of Mobile Phone Technology on Agricultural Extension Services Delivery: Evidence from India," Journal of Development Studies, Taylor & Francis Journals, vol. 52(11), pages 1561-1576, November.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. 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).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. G.T. Abate & Tanguy Bernard & Simrin Makhija & David J. Spielman, 2019. "Accelerating technical change through video-mediated agricultural extension: Evidence from Ethiopia," Working Papers hal-02879823, HAL.
    2. Denise Hörner & Adrien Bouguen & Markus Frölich & Meike Wollni, 2019. "The Effects of Decentralized and Video-based Extension on the Adoption of Integrated Soil Fertility Management – Experimental Evidence from Ethiopia," NBER Working Papers 26052, National Bureau of Economic Research, Inc.
    3. Dalton, Patricio & Rüschenpöhler, Julius & Uras, Burak & Zia, Bilal, 2019. "Local Best Practices for Business Growth," Other publications TiSEM fc650e2f-88cf-4d75-8257-f, Tilburg University, School of Economics and Management.
    4. Anandi Mani & Emma Riley, 2019. "Social networks, role models, peer effects, and aspirations," WIDER Working Paper Series wp-2019-120, World Institute for Development Economic Research (UNU-WIDER).
    5. Arslan, Cansın & Wollni, Meike & Oduol, Judith & Hughes, Karl, 2022. "Who communicates the information matters for technology adoption," World Development, Elsevier, vol. 158(C).
    6. Niu, Chiyu & Ragasa, Catherine, 2018. "Selective attention and information loss in the lab-to-farm knowledge chain: The case of Malawian agricultural extension programs," Agricultural Systems, Elsevier, vol. 165(C), pages 147-163.
    7. Annemie Maertens & Hope Michelson & Vesall Nourani, 2021. "How Do Farmers Learn from Extension Services? Evidence from Malawi," American Journal of Agricultural Economics, John Wiley & Sons, vol. 103(2), pages 569-595, March.
    8. Yi Cai & Wene Qi & Famin Yi, 2023. "Smartphone use and willingness to adopt digital pest and disease management: Evidence from litchi growers in rural China," Agribusiness, John Wiley & Sons, Ltd., vol. 39(1), pages 131-147, January.
    9. Grady, Christopher & Iannantuoni, Alice & Winters, Matthew S., 2021. "Influencing the means but not the ends: The role of entertainment-education interventions in development," World Development, Elsevier, vol. 138(C).
    10. Kazushi Takahashi & Rie Muraoka & Keijiro Otsuka, 2020. "Technology adoption, impact, and extension in developing countries’ agriculture: A review of the recent literature," Agricultural Economics, International Association of Agricultural Economists, vol. 51(1), pages 31-45, January.
    11. Ellinor Isgren & Yann Clough & Alice Murage & Elina Andersson, 2023. "Are agricultural extension systems ready to scale up ecological intensification in East Africa? A literature review with particular attention to the Push-Pull Technology (PPT)," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 15(5), pages 1399-1420, October.
    12. Murphy, David M. A., 2017. "Underground Knowledge: Soil Testing, Farmer Learning, and Input Demand in Kenya," 2017 Annual Meeting, July 30-August 1, Chicago, Illinois 258372, Agricultural and Applied Economics Association.
    13. Banerjee,Abhijit & La Ferrara,Eliana & Orozco Olvera,Victor Hugo, 2019. "The Entertaining Way to Behavioral Change : Fighting HIV with MTV," Policy Research Working Paper Series 8998, The World Bank.
    14. Ghada Barsoum & Bruno Crépon & Drew Gardiner & Bastien Michel & William Parienté, 2022. "Evaluating the Impact of Entrepreneurship Edutainment in Egypt: An Experimental Approach," Economica, London School of Economics and Political Science, vol. 89(353), pages 82-109, January.
    15. Dercon, Stefan & Orkin, Kate & Bernard, Tanguy & Taffesse, Alemayehu, 2014. "The Future in Mind: Aspirations and Forward-Looking Behaviour in Rural Ethiopia," CEPR Discussion Papers 10224, C.E.P.R. Discussion Papers.
    16. Fred Mawunyo Dzanku & Robert Darko Osei, 2023. "Does combining traditional and information and communications technology–based extension methods improve agricultural outcomes? Evidence from field experiments in Mali," Review of Development Economics, Wiley Blackwell, vol. 27(1), pages 450-475, February.
    17. Nicoletta Giulivi & Aurélie P. Harou & Shriniwas Gautam & Davíd Guereña, 2023. "Getting the message out: Information and communication technologies and agricultural extension," American Journal of Agricultural Economics, John Wiley & Sons, vol. 105(3), pages 1011-1045, May.
    18. Ni Zhuo & Baozhi Li & Qibiao Zhu & Chen Ji, 2023. "Smartphone‐based agricultural extension services and farm incomes: Evidence from Zhejiang Province in China," Review of Development Economics, Wiley Blackwell, vol. 27(3), pages 1383-1402, August.
    19. Berazneva, Julia & Maertens, Annemie & Mhango, Wezi & Michelson, Hope, 2023. "Paying for agricultural information in Malawi: The role of soil heterogeneity," Journal of Development Economics, Elsevier, vol. 165(C).

    More about this item

    Keywords

    ETHIOPIA; EAST AFRICA; AFRICA SOUTH OF SAHARA; AFRICA; Information and Communication Technologies; agricultural extension; farmers; technology; video-mediated extension;
    All these keywords.

    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

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:fpr:prnote:1293759977. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: the person in charge (email available below). General contact details of provider: https://edirc.repec.org/data/ifprius.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.