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Site-specific agronomic information and technology adoption: A field experiment from Ethiopia

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  • Ayalew, Hailemariam
  • Chamberlin, Jordan
  • Newman, Carol

Abstract

Smallholder farmers in Africa typically only have access to blanket fertilizer recommendations which are defined over very broad areas and may not be optimal for local production conditions. The response to such recommendations has generally been poor. Using a randomized control trial in Ethiopia, we explore whether targeted extension advice leads farmers to align fertilizer usage to the recommended levels and whether this impacts productivity. We also consider whether coupling the targeted information with agricultural insurance encourages fertilizer investment. Results show that targeted recommendations closed the gap between the amount of fertilizer used and the recommended amounts and this in turn increased productivity and profits. We found no differential effect of the targeted recommendation when coupled with agricultural insurance, suggesting that the risk of crop failure is not a binding constraint to fertilizer adoption in this context, or that farmers do not consider agricultural insurance a useful risk-mitigating mechanism.

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  • 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).
  • Handle: RePEc:eee:deveco:v:156:y:2022:i:c:s0304387821001450
    DOI: 10.1016/j.jdeveco.2021.102788
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    1. Esther Duflo & Michael Kremer & Jonathan Robinson, 2011. "Nudging Farmers to Use Fertilizer: Theory and Experimental Evidence from Kenya," American Economic Review, American Economic Association, vol. 101(6), pages 2350-2390, October.
    2. John A. List & Azeem M. Shaikh & Yang Xu, 2019. "Multiple hypothesis testing in experimental economics," Experimental Economics, Springer;Economic Science Association, vol. 22(4), pages 773-793, December.
    3. Esther Duflo & Michael Kremer & Jonathan Robinson, 2008. "How High Are Rates of Return to Fertilizer? Evidence from Field Experiments in Kenya," American Economic Review, American Economic Association, vol. 98(2), pages 482-488, May.
    4. William M. Fonta & Safietou Sanfo & Abbi M. Kedir & Djiby R. Thiam, 2018. "Estimating farmers’ willingness to pay for weather index-based crop insurance uptake in West Africa: Insight from a pilot initiative in Southwestern Burkina Faso," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 6(1), pages 1-20, December.
    5. Dercon, Stefan & Christiaensen, Luc, 2011. "Consumption risk, technology adoption and poverty traps: Evidence from Ethiopia," Journal of Development Economics, Elsevier, vol. 96(2), pages 159-173, November.
    6. Michael R. Carter & Rachid Laajaj & Dean Yang, 2014. "Subsidies and the Persistence of Technology Adoption: Field Experimental Evidence from Mozambique," NBER Working Papers 20465, National Bureau of Economic Research, Inc.
    7. Kyle Emerick & Alain de Janvry & Elisabeth Sadoulet & Manzoor H. Dar, 2016. "Technological Innovations, Downside Risk, and the Modernization of Agriculture," American Economic Review, American Economic Association, vol. 106(6), pages 1537-1561, June.
    8. Nava Ashraf & Xavier Giné & Dean Karlan, 2009. "Finding Missing Markets (and a Disturbing Epilogue): Evidence from an Export Crop Adoption and Marketing Intervention in Kenya," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 91(4), pages 973-990.
    9. Tsedeke Abate & Bekele Shiferaw & Abebe Menkir & Dagne Wegary & Yilma Kebede & Kindie Tesfaye & Menale Kassie & Gezahegn Bogale & Berhanu Tadesse & Tolera Keno, 2015. "Factors that transformed maize productivity in Ethiopia," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 7(5), pages 965-981, October.
    10. Tavneet Suri, 2011. "Selection and Comparative Advantage in Technology Adoption," Econometrica, Econometric Society, vol. 79(1), pages 159-209, January.
    11. Reardon, Thomas, 1997. "Using evidence of household income diversification to inform study of the rural nonfarm labor market in Africa," World Development, Elsevier, vol. 25(5), pages 735-747, May.
    12. Dean Karlan & Robert Osei & Isaac Osei-Akoto & Christopher Udry, 2014. "Agricultural Decisions after Relaxing Credit and Risk Constraints," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(2), pages 597-652.
    13. Rurinda, Jairos & Zingore, Shamie & Jibrin, Jibrin M. & Balemi, Tesfaye & Masuki, Kenneth & Andersson, Jens A. & Pampolino, Mirasol F. & Mohammed, Ibrahim & Mutegi, James & Kamara, Alpha Y. & Vanlauwe, 2020. "Science-based decision support for formulating crop fertilizer recommendations in sub-Saharan Africa," Agricultural Systems, Elsevier, vol. 180(C).
    14. 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.
    15. Hongbin Cai & Yuyu Chen & Hanming Fang & Li-An Zhou, 2009. "Microinsurance, Trust and Economic Development: Evidence from a Randomized Natural Field Experiment," NBER Working Papers 15396, National Bureau of Economic Research, Inc.
    16. 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.
    17. Takahashi, Kazushi & Ikegami, Munenobu & Sheahan, Megan & Barrett, Christopher B., 2016. "Experimental Evidence on the Drivers of Index-Based Livestock Insurance Demand in Southern Ethiopia," World Development, Elsevier, vol. 78(C), pages 324-340.
    18. Takashi Yamano & Keijiro Otsuka & Frank Place (ed.), 2011. "Emerging Development of Agriculture in East Africa," Springer Books, Springer, number 978-94-007-1201-0, December.
    19. Oriana Bandiera & Imran Rasul, 2006. "Social Networks and Technology Adoption in Northern Mozambique," Economic Journal, Royal Economic Society, vol. 116(514), pages 869-902, October.
    20. Andrew D. Foster & Mark R. Rosenzweig, 2010. "Microeconomics of Technology Adoption," Annual Review of Economics, Annual Reviews, vol. 2(1), pages 395-424, September.
    21. Ceballos, F. & Kramer, B. & Robles, M., 2018. "The Feasibility of Picture-Based Crop Insurance (PBI): Smartphone Pictures for Affordable Crop Insurance," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 277141, International Association of Agricultural Economists.
    22. Frank Ellis, 1998. "Household strategies and rural livelihood diversification," Journal of Development Studies, Taylor & Francis Journals, vol. 35(1), pages 1-38.
    23. Sheahan, Megan & Barrett, Christopher B., 2017. "Ten striking facts about agricultural input use in Sub-Saharan Africa," Food Policy, Elsevier, vol. 67(C), pages 12-25.
    24. Dercon, Stefan & Hill, Ruth Vargas & Clarke, Daniel & Outes-Leon, Ingo & Seyoum Taffesse, Alemayehu, 2014. "Offering rainfall insurance to informal insurance groups: Evidence from a field experiment in Ethiopia," Journal of Development Economics, Elsevier, vol. 106(C), pages 132-143.
    25. Sibiko, Kenneth W. & Qaim, Matin, 2017. "Weather Index Insurance, Agricultural Input Use, and Crop Productivity in Kenya," GlobalFood Discussion Papers 256214, Georg-August-Universitaet Goettingen, GlobalFood, Department of Agricultural Economics and Rural Development.
    26. Davis, Kristin & Swanson, Burton & Amudavi, David & Mekonnen, Daniel Ayalew & Flohrs, Aaron & Riese, Jens & Lamb, Chloe & Zerfu, Elias, 2010. "In-depth assessment of the public agricultural extension system of Ethiopia and recommendations for improvement," IFPRI discussion papers 1041, International Food Policy Research Institute (IFPRI).
    27. Jeremy R. Magruder, 2018. "An Assessment of Experimental Evidence on Agricultural Technology Adoption in Developing Countries," Annual Review of Resource Economics, Annual Reviews, vol. 10(1), pages 299-316, October.
    28. Tomoya Matsumoto & Takashi Yamano, 2010. "The Impacts of Fertilizer Credit on Crop Production and Income in Ethiopia," GRIPS Discussion Papers 10-23, National Graduate Institute for Policy Studies.
    29. Peter Timmer & Selvin Akkus, 2008. "The Structural Transformation as a Pathway out of Poverty: Analytics, Empirics and Politics," Working Papers 150, Center for Global Development.
    30. Munshi, Kaivan, 2004. "Social learning in a heterogeneous population: technology diffusion in the Indian Green Revolution," Journal of Development Economics, Elsevier, vol. 73(1), pages 185-213, February.
    31. Njue, E. & Kirimi, L. & Mathenge, M., 2018. "Uptake of Crop Insurance among Smallholder Farmers: Insights from Maize Producers in Kenya," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 277023, International Association of Agricultural Economists.
    32. 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.
    33. Diao, Xinshen & Hazell, Peter & Thurlow, James, 2010. "The Role of Agriculture in African Development," World Development, Elsevier, vol. 38(10), pages 1375-1383, October.
    34. Christine M. Moser & Christopher B. Barrett, 2006. "The complex dynamics of smallholder technology adoption: the case of SRI in Madagascar," Agricultural Economics, International Association of Agricultural Economists, vol. 35(3), pages 373-388, November.
    35. Andre Croppenstedt & Mulat Demeke & Meloria M. Meschi, 2003. "Technology Adoption in the Presence of Constraints: the Case of Fertilizer Demand in Ethiopia," Review of Development Economics, Wiley Blackwell, vol. 7(1), pages 58-70, February.
    36. 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.
    37. Verkaart, Simone & Munyua, Bernard G. & Mausch, Kai & Michler, Jeffrey D., 2017. "Welfare impacts of improved chickpea adoption: A pathway for rural development in Ethiopia?," Food Policy, Elsevier, vol. 66(C), pages 50-61.
    38. Christiaensen, Luc & Demery, Lionel & Kuhl, Jesper, 2011. "The (evolving) role of agriculture in poverty reduction--An empirical perspective," Journal of Development Economics, Elsevier, vol. 96(2), pages 239-254, November.
    39. Boahene, Kwasi & Snijders, Tom A. B. & Folmer, Henk, 1999. "An Integrated Socioeconomic Analysis of Innovation Adoption: The Case of Hybrid Cocoa in Ghana," Journal of Policy Modeling, Elsevier, vol. 21(2), pages 167-184, March.
    40. Peter Timmer, C., 1988. "The agricultural transformation," Handbook of Development Economics, in: Hollis Chenery & T.N. Srinivasan (ed.), Handbook of Development Economics, edition 1, volume 1, chapter 8, pages 275-331, Elsevier.
    41. Zerfu, Daniel & Larson, Donald F., 2010. "Incomplete markets and fertilizer use : evidence from Ethiopia," Policy Research Working Paper Series 5235, The World Bank.
    42. Ceballos, Francisco & Kramer, Berber & Robles, Miguel, 2018. "The feasibility of Picture-Based insurance (PBI): Smartphone pictures for affordable crop insurance," IFPRI discussion papers 1788, International Food Policy Research Institute (IFPRI).
    43. Ashraf, Nava & Giné, Xavier & Karlan, Dean S., 2009. "AJAE appendix for “Finding Missing Markets (and a Disturbing Epilogue): Evidence from an Export Crop Adoption and Marketing Intervention in Kenya”," American Journal of Agricultural Economics APPENDICES, Agricultural and Applied Economics Association, vol. 91(4), pages 1-9, February.
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    5. Yitayew, Asresu & Abdulai, Awudu & Yigezu, Yigezu A., 2023. "The effects of advisory services and technology channeling on farm yields and technical efficiency of wheat farmers in Ethiopia," Food Policy, Elsevier, vol. 116(C).
    6. 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.
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    8. Zengwei Xu & Jing Li & Jiliang Ma, 2022. "Impacts of Extension Contact on the Adoption of Formulated Fertilizers and Farm Performance among Large-Scale Farms in Rural China," Land, MDPI, vol. 11(11), pages 1-19, November.

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    More about this item

    Keywords

    Advisory services; Smallholder agriculture; Agricultural extension; Fertilizer; Agriculture; Digital agriculture;
    All these keywords.

    JEL classification:

    • O12 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Microeconomic Analyses of Economic Development
    • 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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