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Clustering of infant deaths among Nigerian women: investigation of temporal patterns using dynamic random effects model

机译:尼日利亚妇女婴儿死亡的聚类:使用动态随机效应模型的时间模式调查

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Abstract This study was conducted to estimate the magnitude of infant death clustering as well as the mortality risk associated with death of a preceding child and investigate how these have changed over three decades (1980–2013) in Nigeria. Birth history data from the Nigeria Demographic and Health Survey for 1990, 2003, 2008 and 2013 were analysed using dynamic random effects models. The effect of death of an immediate preceding child (sibling mortality correlation) was estimated by controlling for background characteristics and unobserved heterogeneity.A total of 232,090 single births to 56,123 women were analysed. Results showed that 13.2% in the oldest maternal cohort (≤?1969) experienced death of at least two infants and they accounted for 40.2% of all infant deaths. Among the 1970–1979 maternal cohort, it was 8.6% and 31.6% respectively. In the youngest maternal cohort (≥?1980), 3.3% had recorded multiple infant deaths but accounted for 20.3%. Model results revealed that sibling mortality correlation increased the probability of infant death by 0.080 and 0.061 in the 1980–1989 and 2010 birth cohorts respectively.There is a substantial level of infant death clustering in Nigeria, and this is closely driven by sibling mortality correlation both of which have declined very slowly over time. To achieve desired progress in child survival, death clustering should be addressed alongside other barriers to child survival.
机译:摘要这项研究旨在评估婴儿死亡聚类的程度以及与前一个孩子死亡相关的死亡风险,并调查尼日利亚在过去三十年(1980-2013年)中这些变化的情况。使用动态随机效应模型分析了1990年,2003年,2008年和2013年尼日利亚人口与健康调查的出生历史数据。通过控制背景特征和未观察到的异质性来估计前一个孩子的死亡影响(兄弟姐妹死亡率相关性)。共分析了56,123名妇女的232,090例单胎出生。结果显示,在年龄最大的产妇队列(≤1969年)中,有13.2%的人至少有2例婴儿死亡,占所有婴儿死亡的40.2%。在1970-1979年的产妇队列中,分别为8.6%和31.6%。在年龄最小的母亲队列(≥1980年)中,有3.3%记录了多例婴儿死亡,但占20.3%。模型结果表明,在1980-1989年和2010年的出生队列中,同胞死亡率相关性分别使婴儿死亡的可能性增加了0.080和0.061。尼日利亚的婴儿死亡聚类水平很高,这与同胞死亡率相关性密切相关随着时间的流逝,其中的下降速度非常缓慢。为了在儿童生存方面取得预期的进展,应解决死亡聚类以及其他影响儿童生存的障碍。

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