MwAPATA Institute, Capital City, Lilongwe, Malawi.
Department of Agricultural Economics, Purdue University, West Lafayette, IN, USA.
Lancet Planet Health. 2022 May;6(5):e391-e399. doi: 10.1016/S2542-5196(22)00071-7.
Child malnutrition remains widespread in sub-Saharan Africa, especially in rural areas where many households are involved in subsistence farming. Increasing farm-level production diversity (FPD) is often considered a useful strategy to improve child diets and nutrition, but the empirical evidence is mixed. Most studies have investigated associations between FPD and dietary diversity. We therefore aimed to analyse associations between FPD and child and adolescent nutritional status.
In this multicountry, longitudinal study, we used representative panel data from four countries in sub-Saharan Africa (Ethiopia, Malawi, Tanzania, and Uganda) to test the hypothesis that higher FPD is positively associated with child and adolescent nutritional status. The data were from the Living Standards Measurement Study-Integrated Surveys on Agriculture collected between 2008 and 2019. We included data from all children and adolescents aged 0-18 years with available anthropometric data who were living in households involved in farming activities for home consumption, market sales, or both. FPD was measured in terms of the number of different crop and livestock species and food groups produced on each farm. Child and adolescent nutritional status was measured in terms of height-for-age Z scores (HAZ). We estimated panel data regression models with correlated random effects to control for confounding factors and time-invariant unobserved heterogeneity.
The total sample size included 50 689 child and adolescent observations. In combined models, with data from all countries included, we found one additional species produced on the farm (crop and livestock combined) was associated with a mean 0·015 SD greater child or adolescent HAZ (p<0·0001). The role of FPD tended to decrease with better market access (in more remote locations mean 0·020 SD [p<0·0001] and in less remote locations mean 0·008 SD [p=0·091]). In individual-country models, the effects were smaller and statistically insignificant in three of the four countries. Livestock diversity had larger positive associations with HAZ than crop diversity (livestock diversity effect on HAZ mean 0·085 SD [p<0·0001] and crop diversity effect on HAZ mean 0·007 SD [p=0·080]). In Tanzania and Uganda, higher crop diversity was negatively associated with child and adolescent HAZ.
Our findings suggest that further farm-level diversification is not a suitable general strategy to improve child and adolescent nutrition but might be useful in some situations. Livestock production seems to be conducive for improving child and adolescent nutrition on average. Context-specific approaches need to be developed.
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儿童营养不良在撒哈拉以南非洲仍然普遍存在,特别是在许多家庭从事自给农业的农村地区。增加农场层面的生产多样性(FPD)通常被认为是改善儿童饮食和营养的一种有用策略,但经验证据参差不齐。大多数研究都调查了 FPD 与饮食多样性之间的关联。因此,我们旨在分析 FPD 与儿童和青少年营养状况之间的关联。
在这项多国家、纵向研究中,我们使用了来自撒哈拉以南非洲四个国家(埃塞俄比亚、马拉维、坦桑尼亚和乌干达)的具有代表性的面板数据,以检验以下假设:更高的 FPD 与儿童和青少年营养状况呈正相关。数据来自 2008 年至 2019 年期间进行的生活水平衡量研究-综合农业调查。我们纳入了所有有可用人体测量数据的 0-18 岁儿童和青少年的数据,这些儿童和青少年居住在从事家庭消费、市场销售或两者兼有的农业活动的家庭中。FPD 以每个农场生产的不同作物和牲畜种类和食物组的数量来衡量。儿童和青少年的营养状况以身高年龄 Z 分数(HAZ)来衡量。我们使用具有相关随机效应的面板数据回归模型来估计,以控制混杂因素和时间不变的未观察到的异质性。
总样本量包括 50689 名儿童和青少年观察值。在综合模型中,纳入所有国家的数据,我们发现农场中增加一种物种(作物和牲畜)与儿童或青少年 HAZ 平均增加 0.015 个标准差相关(p<0.0001)。随着市场准入的改善(在较偏远的地方平均增加 0.020 个标准差 [p<0.0001],在较不偏远的地方平均增加 0.008 个标准差 [p=0.091]),FPD 的作用趋于减弱。在个别国家的模型中,在四个国家中的三个国家,其影响较小且无统计学意义。与作物多样性相比,牲畜多样性与 HAZ 的正相关更大(牲畜多样性对 HAZ 的影响平均为 0.085 个标准差 [p<0.0001],作物多样性对 HAZ 的影响平均为 0.007 个标准差 [p=0.080])。在坦桑尼亚和乌干达,较高的作物多样性与儿童和青少年 HAZ 呈负相关。
我们的研究结果表明,进一步增加农场层面的多样化并不是改善儿童和青少年营养的普遍适用策略,但在某些情况下可能有用。牲畜生产平均而言似乎有利于改善儿童和青少年的营养。需要制定具体情况具体分析的方法。
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