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Risk factors of child mortality in Ethiopia: Application of multilevel two-part model

机译:埃塞俄比亚儿童死亡率的危险因素:多级两部分模型的应用

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The child mortality rate is an essential measurement of socioeconomic growth and the quality of life in Ethiopia which is one among the six countries that account for half of the global under-five deaths. Therefore, this study aimed to identify the potential risk factors for child mortality in Ethiopia. Data for the study was drawn from the Ethiopian Demographic and Health Survey data conducted in 2016. A two-part random effects regression model was employed to identify the associated predictors of child mortality. The study found that 53.3% of mothers did not face any child death, while 46.7% lost at least one. Vaccinated child (IRR = 0.735, 95%CI: 0.647, 0.834), were currently using contraceptive (IRR = 0.885, 95%CI: 0.814, 0.962), who had antenatal care visit four or more times visit (IRR = 0.841, 95%CI: 0.737,0.960), fathers whose level of education is secondary or above(IRR = 0.695, 95%CI: 0.594, 0.814), mothers who completed their primary school(IRR = 0.785, 95%CI: 0.713, 0.864), mothers who have birth interval greater than 36 months (IRR = 0.728, 95%CI: 0.676, 0.783), where the age of the mother at first birth is greater than 16 years(IRR = 0.711, 95%CI: 0.674, 0.750) associated with the small number of child death. While multiple births (IRR = 1.355, 95%CI: 1.249, 1.471, four and above birth order (IRR = 1.487, 95%CI: 1.373, 1.612) and had working father (IRR = 1.125, 95%CI: 1.049, 1.206) associated with a higher number of child death. The variance components for the random effects showed significant variation of child mortality between enumeration areas. Policies and programs aimed at addressing enumeration area variations in child mortality need to be formulated and their implementation must be strongly pursued. Efforts are also needed to extend educational programmers aimed at educating mothers on the benefits of the antenatal checkup before first birth, spacing their birth interval, having their child vaccinated, and selecting a safe place of delivery to reduce child mortality.
机译:儿童死亡率是社会经济增长的基本衡量,埃塞俄比亚的生活质量是六个国家中的六个国家之一,占全球下五个死亡的一半。因此,本研究旨在确定埃塞俄比亚儿童死亡率的潜在危险因素。从2016年进行的埃塞俄比亚人口和健康调查数据中汲取了研究数据。采用两部分随机效应回归模型来确定儿童死亡率的相关预测因素。该研究发现,53.3%的母亲没有面临任何儿童死亡,而46.7%损失至少一个。接种疫苗的儿童(ARR = 0.735,95%CI:0.647,0.834)目前使用避孕药(IRR = 0.885,95%CI:0.814,0.962),他有四次或更多次访问(IRR = 0.841,95 %CI:0.737,0.960),教育水平的父亲是次要或以上的父亲(IRR = 0.695,95%CI:0.594,0.814),完成其小学的母亲(IRR = 0.785,95%CI:0.713,0.864) ,出生间隔的母亲大于36个月(IRR = 0.728,95%CI:0.676,0.783),在母亲的第一次出生时的年龄大于16年(IRR = 0.711,95%CI:0.674,0.750 )与少数儿童死亡有关。虽然多个出生(IRR = 1.355,95%CI:1.249,1.471,四个和高于出生令(IRR = 1.487,95%CI:1.373,1.612)并具有工作父亲(IRR = 1.125,95%CI:1.049,1.206 )与较高数量的儿童死亡相关。随机效应的方差分量在枚举区域之间的儿童死亡率显着变化。旨在解决儿童死亡率的政策和计划需要制定,必须强烈追求其实施。 。还需要努力扩展教育程序员,旨在教育母亲在第一次出生之前对产后检查的益处,将其出生间隔间隔,并将其疫苗接种,并选择安全的交付地点以减少儿童死亡率。

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