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Impact of Ethiopias productive safety net program on household food security and child nutrition: A marginal structural modeling approach

机译:埃塞俄比亚生产力净计划对家庭食品安全和儿童营养的影响:边缘结构建模方法

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摘要

Safety nets are expanding in African countries as a policy instrument to alleviate poverty and food insecurity. Whether safety nets have improved household food security and child diet and nutrition in sub-Saharan Africa has not been well documented. This paper takes the case of Ethiopia's Productive Safety Net Program (PSNP) and provides evidence of the impact of safety nets on household food security and child nutritional outcomes. Prior studies provide inconclusive evidence as to whether PSNP has improved household food security and child nutrition. These studies used analytical approaches that correct for selection bias but have overlooked the effect of time-varying confounders that might have resulted in biased estimation. Given that household food security status is both the criteria for participation and one of the desirable outcomes of the program, estimating the causal impact of PSNP on household food security and child nutrition is prone to endogeneity due to selection bias and time-varying confounders. Therefore, the objectives of this paper are (1) to examine the impacts of PSNP on household food security, child meal frequency, child diet diversity, and child anthropometry using marginal structural modeling approach that takes into account both selection bias and time-varying confounders and (2) to shed some light on policy and programmatic implications. Results show that PSNP has not improved household food insecurity, child dietary diversity, and child anthropometry despite its positive impact on child meal frequency. Household participation in PSNP brought a 0.308 unit gain on child meal frequency. Given the consequence of food insecurity and child undernutrition on physical and mental development, intergenerational cycle of poverty, and human capital formation, the program would benefit if it is tailored to nutrition-specific and nutrition-sensitive interventions.
机译:安全网正在非洲国家扩展为减轻贫困和粮食不安全的政策工具。无论是安全网是否改善家庭粮食安全和儿童饮食,撒哈拉以南非洲的营养并未被充分记录。本文涉及埃塞俄比亚的生产力净计划(PSNP),并提供了安全网对家庭粮食安全和儿童营养成果的影响的证据。事先研究提供了不确定的证据,以便PSNP是否有改善家庭粮食安全和儿童营养。这些研究使用了正确选择偏差的分析方法,但忽略了可能导致偏见估计的时变混乱的效果。鉴于家庭粮食安全状况既是参与的标准,也是该计划的理想结果之一,估计PSNP对家庭粮食安全的因果影响,儿童营养因选择偏差和时变的混乱而易于内联。因此,本文的目标是使用边缘结构建模方法检查PSNP对家庭食品安全,儿童膳食频率,儿童饮食多样性和儿童人类学的影响,以考虑选择偏差和时变混件(2)在政策和方案影响方面阐明了一些亮点。结果表明,尽管其对儿童膳食频率的积极影响,但PSNP尚未改善家用粮食不安全,儿童饮食多样性和儿童人类学。家庭参与PSNP为儿童膳食频率提供0.308个单位增益。考虑到粮食不安全和儿童对身心发展的营养表,贫困的代际循环和人力资本形成,如果它量身定制的营养特定和营养敏感干预措施,该计划将受益。

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