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埃塞俄比亚的气候变化、作物生产与儿童营养不良;一项纵向面板研究。

Climate change, crop production and child under nutrition in Ethiopia; a longitudinal panel study.

作者信息

Hagos Seifu, Lunde Torleif, Mariam Damen H, Woldehanna Tassew, Lindtjørn Bernt

机构信息

School of Public health, College of Health sciences, Addis Ababa University, Addis Ababa, Ethiopia.

出版信息

BMC Public Health. 2014 Aug 27;14:884. doi: 10.1186/1471-2458-14-884.

Abstract

BACKGROUND

The amount and distribution of rainfall and temperature influences household food availability, thus increasing the risk of child under nutrition. However, few studies examined the local spatial variability and the impact of temperature and rainfall on child under nutrition at a smaller scale (resolution). We conducted this study to evaluate the effect of weather variables on child under nutrition and the variations in effects across the three agro ecologies of Ethiopia.

METHODS

A longitudinal panel study was conducted. We used crop productions (cereals and oilseeds), livestock, monthly rainfall and temperature, and child under nutrition data for the period of 1996, 1998, 2000 and 2004. We applied panel regression fixed effects model.

RESULTS

The study included 43 clusters (administrative zones) and 145 observations. We observed a spatio temporal variability of rainfall, stunting and underweight. We estimated that for a given zone, one standard deviation increase in rainfall leads to 0.242 standard deviations increase in moderate stunting. Additionally, a one standard deviation increase temperature leads to 0.216 standard deviations decrease in moderate stunting. However, wasting was found to be poorly related with rainfall and temperature. But severe wasting showed a positive relationship with the quadratic term of rainfall.

CONCLUSIONS

We conclude that rainfall and temperature are partly predicting the variation in child stunting and underweight. Models vary in predicting stunting and underweight across the three agro ecologic zones. This could indicate that a single model for the three agro ecologies may not be not applicable.

摘要

背景

降雨量和温度的数量及分布会影响家庭食物供应,从而增加儿童营养不良的风险。然而,很少有研究在较小尺度(分辨率)上考察当地的空间变异性以及温度和降雨对儿童营养不良的影响。我们开展本研究以评估天气变量对儿童营养不良的影响以及埃塞俄比亚三种农业生态区域间影响的差异。

方法

进行了一项纵向面板研究。我们使用了1996年、1998年、2000年和2004年期间的作物产量(谷物和油籽)、牲畜、月降雨量和温度以及儿童营养不良数据。我们应用了面板回归固定效应模型。

结果

该研究包括43个集群(行政区)和145个观测值。我们观察到降雨、发育迟缓及体重不足存在时空变异性。我们估计,对于给定区域,降雨量增加一个标准差会导致中度发育迟缓增加0.242个标准差。此外,温度增加一个标准差会导致中度发育迟缓减少0.216个标准差。然而,消瘦被发现与降雨和温度的相关性较弱。但重度消瘦与降雨的二次项呈正相关。

结论

我们得出结论,降雨和温度在一定程度上可预测儿童发育迟缓和体重不足的变化。在预测三种农业生态区域的发育迟缓和体重不足方面,模型存在差异。这可能表明单一模型不适用于这三种农业生态区域。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8ea8/4158109/bb1121352cb5/12889_2014_7013_Fig1_HTML.jpg

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