Statistical Trend Analysis on Infant Mortality Rate and Estimation of Live Births in Nigeria

Orumie, Ukamaka Cynthia, Inumimonte, David Ennis, Samuel Nvene
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Abstract

Particularly in nations like Nigeria, the likelihood that a child may pass away before turning one is rather distressing. Infant Mortality Rate is the term used to describe this. Ending all preventable deaths of children under the age of five is goal 3.2 of the Sustainable Development Goals (SDGs). This study's foundation is the statistical analysis of Nigeria's infant mortality rate. The secondary data was gathered from the World Bank Survey, which included annual records of the infant mortality rate in Nigeria over the ten-year period from 2012 to 2021. To assess the trend and estimate the model parameters, Time Series Analysis (TREND) was the statistical method employed. The researchers used the trend to predict for the following ten years. Both the number of infant fatalities and the infant mortality rate are moving decrease, according to the trend study. This demonstrates that the Infant Mortality Rate in Nigeria steadily decreases as the live birth rate rises, yet it is unlikely that it will reach zero or be insignificant by 2032. According to the analysis, the quadratic trend model fits the data sets the best because it has the smallest error margin and an R-square value that is extremely close to 100%. According to the model developed, Nigeria's infant mortality rate is expected to continue to drop throughout the course of the following ten years. Yet, the finding is not striking enough because, in 2031, the infant mortality rate will probably still be higher than 45. Hence, if appropriate measures are not implemented, we will not be able to achieve the goal of eliminating all preventable deaths of children under the age of five and lowering new birth deaths to no more than 12 per thousand. Also, it was seen from the table and graphs that the infant mortality rate decreased more rapidly from 2016 to 2017. This shows that the Sustainable Development Goals (SDGs), which went into effect in 2016, contributed to a decrease in the infant mortality rate.
尼日利亚婴儿死亡率统计趋势分析和活产估计
特别是在尼日利亚这样的国家,孩子可能在一岁之前就去世,这是相当令人痛苦的。婴儿死亡率是用来描述这种情况的术语。消除所有可预防的五岁以下儿童死亡是可持续发展目标的目标3.2。本研究的基础是对尼日利亚婴儿死亡率的统计分析。二级数据是从世界银行调查中收集的,其中包括2012年至2021年十年间尼日利亚婴儿死亡率的年度记录。为了评估趋势和估计模型参数,采用了时间序列分析(trend)的统计方法。研究人员利用这一趋势来预测接下来的十年。根据趋势研究,婴儿死亡人数和婴儿死亡率都在下降。这表明,随着活产率的上升,尼日利亚的婴儿死亡率稳步下降,但到2032年,它不太可能达到零或微不足道。根据分析,二次趋势模型的误差最小,r平方值非常接近100%,因此对数据集的拟合效果最好。根据开发的模型,预计尼日利亚的婴儿死亡率将在今后十年中继续下降。然而,这一发现还不够惊人,因为到2031年,婴儿死亡率可能仍将高于45%。因此,如果不采取适当措施,我们将无法实现消除所有可预防的五岁以下儿童死亡和将新生儿死亡率降至每千人不超过12人的目标。此外,从表格和图表中可以看出,2016年至2017年婴儿死亡率下降速度更快。这表明,2016年生效的可持续发展目标(sdg)对婴儿死亡率的下降做出了贡献。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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