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Survival Analysis of Under-Five Mortality of Children and its Associated Risk Factors in Ethiopia

机译:埃塞俄比亚五岁以下儿童死亡率及其相关危险因素的生存分析

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Child mortality is a factor that is associated with the well-being of a population and it is taken as an indicator of health development and socio economic status. A 2013 report on child mortality states that about three-quarters of all child deaths happened in two regions Africa (46%) and South-East Asia (28%). More than 50% of these deaths were clustered in only six countries: China, Democratic Republic of the Congo, Ethiopia, India, Nigeria and Pakistan. Under-five mortality is higher in rural areas and among poorer and less educated communities (MDG 2013). The Ethiopian Demographic and Health Survey data are used for the study. In this study we have attempted to find out the impact of socioeconomic, demographic, environmental, health related and nutritional factors in under- five mortality of child. In this attempt, we first analyzed our data using Kaplan-Meier non-parametric method of estimation of survival function and compared the survival time of different categories of region and other covariates that influence the child survival. Also we had used Cox proportional hazard model and Staratifed Cox proportional model to compare the hazard of under-five mortality of child for different covariates comparison to the reference categories and the potential covariates which influence under five mortality are found region, mothers’ education level, sex, mothers age at first birth, preceding birth interval, contraceptive use, breast feeding, place of delivery, Number of antenatal visits during pregnancy and father occupation are a vital factors for the deaths occurring under the age of five of child. The study recommends that Under-five mortality of child among regions is significant. This is an indication that the risk of U5CD varies from one region to another. Thus, in order to have a bearing on policy recommendations, future studies should focus on identifying risk factors of U5CD for each region of Ethiopia separately in high mortality area.
机译:儿童死亡率是与人口福祉相关的一个因素,被视为健康发展和社会经济地位的指标。 2013年有关儿童死亡率的报告指出,所有儿童死亡中约四分之三发生在非洲(46%)和东南亚(28%)两个地区。这些死亡中有50%以上集中在六个国家:中国,刚果民主共和国,埃塞俄比亚,印度,尼日利亚和巴基斯坦。农村地区以及贫困和文化程度较低的社区中五岁以下儿童死亡率较高(MDG,2013)。该研究使用了埃塞俄比亚人口和健康调查数据。在这项研究中,我们试图找出社会经济,人口,环境,健康相关和营养因素对五岁以下儿童死亡率的影响。在此尝试中,我们首先使用Kaplan-Meier非参数方法估算生存功能,分析了我们的数据,然后比较了不同类别区域的生存时间以及影响儿童生存的其他协变量。此外,我们还使用Cox比例风险模型和Staratifed Cox比例模型来比较不同协变量的儿童五岁以下儿童的死亡率与参考类别进行比较,并发现了在五种死亡率下可能产生影响的潜在协变量,这些地区包括母亲的受教育程度,性别,母亲的第一胎年龄,出生前的间隔,使用避孕药具,母乳喂养,分娩地点,怀孕期间的产前检查次数和父亲的职业是造成五岁以下儿童死亡的重要因素。该研究建议,各地区五岁以下儿童的死亡率是重要的。这表明U5CD的风险在一个地区与另一个地区之间有所不同。因此,为了影响政策建议,未来的研究应着重于在高死亡率地区为埃塞俄比亚的每个地区分别确定U5CD的危险因素。

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