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Causal impact of adopting irrigation technology on agriculture in Ethiopia: Evidence from a propensity score matching

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  • Zewdie, Markose Chekol
  • Cools, Jan
  • Van Passel, Steven

Abstract

This research examines the causal effect of adopting large-scale irrigation (LSI) technology on agriculture in Ethiopia using data from 450 farmers. Of the total sample, 254 farmers have adopted the LSI technology while the rest 196 are non-adopters who serve as control groups. Based on the findings from propensity score matching, sensitivity analysis and robustness checks, it is evident that embracing LSI technology has a significant positive impact on crop revenue, crop productivity, accumulation of farming assets as well as uptake of other technologies such as chemical fertilizers, improved seeds and agrochemicals. Specifically, the findings revealed that, due to the adoption of LSI technology, technology adopters earned 33,639 Ethiopian Birr (1247.81 United States Dollar (USD)) and 79,258 Ethiopian Birr (2940.01 USD) more in crop revenue and crop revenue per hectare of land, respectively. Additionally, LSI technology adopters possessed over six farming assets and adopted and used at least one more technology as compared to the nonadopters. These results are statistically significant at the 1 percent significance level. Although the study primarily centers on the North Mecha district of Ethiopia, its outcomes potentially hold significance for smallholder farmers across various regions of Ethiopia and other African countries with similar agricultural contexts.

Suggested Citation

  • Zewdie, Markose Chekol & Cools, Jan & Van Passel, Steven, 2025. "Causal impact of adopting irrigation technology on agriculture in Ethiopia: Evidence from a propensity score matching," Agricultural Water Management, Elsevier, vol. 309(C).
    • Handle: RePEc:eee:agiwat:v:309:y:2025:i:c:s0378377425000423
    DOI: 10.1016/j.agwat.2025.109328
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    1. Wubamlak Ayichew Workneh & Jun Takada & Shusuke Matsushita, 2020. "The Impact of Using Small-Scale Irrigation Motor Pumps on Farmers’ Household Incomes in Ethiopia: A Quasi-Experimental Approach," Sustainability, MDPI, vol. 12(19), pages 1-12, October.
    2. Ali, M.H. & Talukder, M.S.U., 2008. "Increasing water productivity in crop production--A synthesis," Agricultural Water Management, Elsevier, vol. 95(11), pages 1201-1213, November.
    3. Junpeng Li & Wanglin Ma & Alan Renwick & Hongyun Zheng, 2020. "The impact of access to irrigation on rural incomes and diversification: evidence from China," China Agricultural Economic Review, Emerald Group Publishing Limited, vol. 12(4), pages 705-725, September.
    4. Marco Caliendo & Sabine Kopeinig, 2008. "Some Practical Guidance For The Implementation Of Propensity Score Matching," Journal of Economic Surveys, Wiley Blackwell, vol. 22(1), pages 31-72, February.
    5. César Salazar & John Rand, 2016. "Production risk and adoption of irrigation technology: evidence from small-scale farmers in Chile," Latin American Economic Review, Springer;Centro de Investigaciòn y Docencia Económica (CIDE), vol. 25(1), pages 1-37, December.
    6. Xie, Hua & You, Liangzhi & Takeshima, Hiroyuki, 2017. "Invest in small-scale irrigated agriculture: A national assessment on potential to expand small-scale irrigation in Nigeria," Agricultural Water Management, Elsevier, vol. 193(C), pages 251-264.
    7. Anne M. Cafer & J. Sanford Rikoon, 2018. "Adoption of new technologies by smallholder farmers: the contributions of extension, research institutes, cooperatives, and access to cash for improving tef production in Ethiopia," Agriculture and Human Values, Springer;The Agriculture, Food, & Human Values Society (AFHVS), vol. 35(3), pages 685-699, September.
    8. Berhe, Gebremeskel Teklay & Baartman, Jantiene E.M. & Veldwisch, Gert Jan & Grum, Berhane & Ritsema, Coen J., 2022. "Irrigation development and management practices in Ethiopia: A systematic review on existing problems, sustainability issues and future directions," Agricultural Water Management, Elsevier, vol. 274(C).
    9. Zewdie, Markose Chekol & Van Passel, Steven & Cools, Jan & Tenessa, Daregot Berihun & Ayele, Zemen Ayalew & Tsegaye, Enyew Adgo & Minale, Amare Sewnet & Nyssen, Jan, 2019. "Direct and indirect effect of irrigation water availability on crop revenue in northwest Ethiopia: A structural equation model," Agricultural Water Management, Elsevier, vol. 220(C), pages 27-35.
    10. André F. van Rooyen & Peter Ramshaw & Martin Moyo & Richard Stirzaker & Henning Bjornlund, 2017. "Theory and application of Agricultural Innovation Platforms for improved irrigation scheme management in Southern Africa," International Journal of Water Resources Development, Taylor & Francis Journals, vol. 33(5), pages 804-823, September.
    11. Vibeke Bjornlund & Henning Bjornlund & André F. van Rooyen, 2020. "Exploring the factors causing the poor performance of most irrigation schemes in post-independence sub-Saharan Africa," International Journal of Water Resources Development, Taylor & Francis Journals, vol. 36(S1), pages 54-101, October.
    12. Langyintuo, Augustine S. & Mungoma, Catherine, 2008. "The effect of household wealth on the adoption of improved maize varieties in Zambia," Food Policy, Elsevier, vol. 33(6), pages 550-559, December.
    13. A. Smith, Jeffrey & E. Todd, Petra, 2005. "Does matching overcome LaLonde's critique of nonexperimental estimators?," Journal of Econometrics, Elsevier, vol. 125(1-2), pages 305-353.
    14. Maru, H. & Haileslassie, Amare & Zeleke, T., 2023. "Impacts of small-scale irrigation on farmers’ livelihood: evidence from the drought prone areas of Upper Awash Sub-Basin, Ethiopia," Papers published in Journals (Open Access), International Water Management Institute, pages 1-9(5):1635.
    15. You, Liangzhi & Ringler, Claudia & Wood-Sichra, Ulrike & Robertson, Richard & Wood, Stanley & Zhu, Tingju & Nelson, Gerald & Guo, Zhe & Sun, Yan, 2011. "What is the irrigation potential for Africa? A combined biophysical and socioeconomic approach," Food Policy, Elsevier, vol. 36(6), pages 770-782.
    16. Mequanint B. Melesse & Erwin Bulte, 2015. "Does land registration and certification boost farm productivity? Evidence from Ethiopia," Agricultural Economics, International Association of Agricultural Economists, vol. 46(6), pages 757-768, November.
    17. Zewdie, Markose Chekol & Van Passel, Steven & Moretti, Michele & Annys, Sofie & Tenessa, Daregot Berihun & Ayele, Zemen Ayalew & Tsegaye, Enyew Adgo & Cools, Jan & Minale, Amare Sewnet & Nyssen, Jan, 2020. "Pathways how irrigation water affects crop revenue of smallholder farmers in northwest Ethiopia: A mixed approach," Agricultural Water Management, Elsevier, vol. 233(C).
    18. repec:osf:socarx:x5vmz_v1 is not listed on IDEAS
    19. Mullally, Conner & Chakravarty, Shourish, 2018. "Are matching funds for smallholder irrigation money well spent?," Food Policy, Elsevier, vol. 76(C), pages 70-80.
    20. James J. Heckman & Hidehiko Ichimura & Petra E. Todd, 1997. "Matching As An Econometric Evaluation Estimator: Evidence from Evaluating a Job Training Programme," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 64(4), pages 605-654.
    21. Amarasinghe, Upali & Samad, Madar & Anputhas, Markandu, 2005. "Spatial clustering of rural poverty and food insecurity in Sri Lanka," Food Policy, Elsevier, vol. 30(5-6), pages 493-509.
    22. Dereje Mengistie & Desale Kidane, 2016. "Assessment of the Impact of Small-Scale Irrigation on Household Livelihood Improvement at Gubalafto District, North Wollo, Ethiopia," Agriculture, MDPI, vol. 6(3), pages 1-22, June.
    23. Jon Moris, 1987. "Irrigation as a Privileged Solution in African Development," Development Policy Review, Overseas Development Institute, vol. 5(2), pages 99-123, June.
    24. Guido W. Imbens, 2004. "Nonparametric Estimation of Average Treatment Effects Under Exogeneity: A Review," The Review of Economics and Statistics, MIT Press, vol. 86(1), pages 4-29, February.
    25. Junpeng Li & Wanglin Ma & Alan Renwick & Hongyun Zheng, 2020. "The impact of access to irrigation on rural incomes and diversification: evidence from China," China Agricultural Economic Review, Emerald Group Publishing Limited, vol. 12(4), pages 705-725, September.
    26. Bachewe, Fantu N. & Berhane, Guush & Minten, Bart & Taffesse, Alemayehu S., 2018. "Agricultural Transformation in Africa? Assessing the Evidence in Ethiopia," World Development, Elsevier, vol. 105(C), pages 286-298.
    27. Fredriksson, Per G. & Gupta, Satyendra Kumar, 2023. "Irrigation and gender roles," Journal of Development Economics, Elsevier, vol. 163(C).
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