Evaluation of the Effect of Stone Lines and Microdosing Adoption on Sorghum Yield and Income: A Case of Smallholder Farmers in Burkina Faso

IF 1.7 4区 农林科学 Q2 AGRICULTURE, MULTIDISCIPLINARY Journal of Agricultural Science Pub Date : 2023-05-15 DOI:10.5539/jas.v15n6p41
Didier Sawadogo, I. Matsumura, K. Yasunobu, Cristhian Fernandez, Asres Elias Baya
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Abstract

This present study aims to investigate the factors influencing the combined adoption of stone lines and microdosing and its effect on sorghum yields and net income. By adjusting for biases in observable and unobservable factors, the multinomial endogenous switching regression (MESR) model was employed to estimate the net effects of adoption on outcomes. The average treatment effect on treated (ATT) was also employed to evaluate the effects of stone lines and microdosing adoption. For a more accurate estimation of farmer output and farming income, the inverse probability weighted regression adjustment (IPWRA) was also estimated. In achieving our purpose, we collected data from 420 farm households which had 1280 plots for four main crops. The total sample identified 368 sorghum plots with stone lines and microdosing adoption. The MESR results indicated that the number of extension visits, level of education, access to agricultural credit, access to subsidies, household size, family labour and tropical livestock unit (TLU), and perception of soil fertility all played significant roles in the adoption of the stone lines and microdosing combination. The ATT revealed that adopters of the stone lines and combined microdosing had a higher sorghum yield than their counterfactual. The adoption of the stone lines and microdosing increased sorghum yield and net sorghum income, respectively, by 70% (p < 0.001) and 60% (p < 0.001). This result shows a strong synergy in agricultural productivity between the stone lines and the microdosing. However, the sorghum yield was positively and significantly affected by the microdosing adoption, but the effect on net income was non-significant. The results demonstrate that adopting both techniques would be more effective, and this would let smallholder farmers improve their sorghum yield and income. The study recommends intensifying efforts to promote the use of both technologies simultaneously, educating smallholder farmers on the proper use of microdosing, and encouraging fertilizer subsidies for smallholder farmers in order to farm yield and maintain food security.
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石纹和微量施用对高粱产量和收入的影响评价——以布基纳法索小农为例
本研究旨在探讨石线与微量配施的影响因素及其对高粱产量和净收入的影响。通过调整可观察和不可观察因素的偏差,采用多项内生转换回归(MESR)模型来估计收养对结果的净影响。平均治疗效果(ATT)也被用来评估石纹和微剂量采用的效果。为了更准确地估计农民的产出和农业收入,还估计了逆概率加权回归调整(IPWRA)。为了实现我们的目的,我们收集了420个农户的数据,这些农户拥有1280块土地,种植四种主要作物。共鉴定出368块采用石纹和微剂量的高粱地块。MESR结果表明,推广访问次数、教育水平、农业信贷获得、补贴获得、家庭规模、家庭劳动力和热带牲畜单位(TLU)以及对土壤肥沃程度的感知都对石线和微剂量组合的采用起着重要作用。美国农业技术研究所显示,采用石纹和联合微剂量的高粱产量高于他们的反事实。采用石纹和微投药分别使高粱产量和高粱净收入提高了70% (p < 0.001)和60% (p < 0.001)。这一结果表明,石线和微剂量之间在农业生产力方面具有很强的协同作用。微剂量对高粱产量有显著的正向影响,但对净收入的影响不显著。结果表明,采用这两种技术将更有效,这将使小农提高高粱产量和收入。该研究建议加强努力,同时促进这两种技术的使用,教育小农如何正确使用微量肥料,并鼓励向小农提供肥料补贴,以提高农业产量和维持粮食安全。
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来源期刊
Journal of Agricultural Science
Journal of Agricultural Science 农林科学-农业综合
CiteScore
2.80
自引率
5.00%
发文量
68
审稿时长
1.4 months
期刊介绍: The Journal of Agricultural Science publishes papers concerned with the advance of agriculture and the use of land resources throughout the world. It publishes original scientific work related to strategic and applied studies in all aspects of agricultural science and exploited species, as well as reviews of scientific topics of current agricultural relevance. Specific topics of interest include (but are not confined to): all aspects of crop and animal physiology, modelling of crop and animal systems, the scientific underpinning of agronomy and husbandry, animal welfare and behaviour, soil science, plant and animal product quality, plant and animal nutrition, engineering solutions, decision support systems, land use, environmental impacts of agriculture and forestry, impacts of climate change, rural biodiversity, experimental design and statistical analysis, and the application of new analytical and study methods (including genetic diversity and molecular biology approaches). The journal also publishes book reviews and letters. Occasional themed issues are published which have recently included centenary reviews, wheat papers and modelling animal systems.
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