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Post Millennium Development Goals Prospect on Child Mortality in India: An Analysis Using Autoregressive Integrated Moving Averages (ARIMA) Model

机译:千年发展目标对印度儿童死亡率的展望:使用自回归综合移动平均值(ARIMA)模型的分析

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Background & Objectives: Sustainable Development Goals (SDGs) are set up as a part of the Post Millennium Development Goals (MDGs). Then it becomes essential to review the achievement of the MDGs in India and lessons learned to incorporate into the SDGs. The present study reviews and predicts different components of under-five mortality rate beyond 2015 to assess the present situation and to determine the future possibilities of achieving the new targets for SDGs in India. Data and Methods: It uses available time series data on different components of U5MR from the India’s Sample Registration System (SRS). Autoregressive Integrated Moving Averages (ARIMA) model has been taken as the method of time series analysis to forecast the mortality rates beyond 2015. Results: There is a consistent pattern of faster decline in the under-five mortality compared with the neonatal mortality rate across all major states in India although neonatal mortality contributes largest share in under-five mortality. Again, share of neonatal death among under-five death is increasing steadily over the future projected years. This indicates very slow progress of reduction in neonatal mortality. Stimulating efforts with new intervention programmes will be needed to focus more on lowering neonatal mortality particularly in rural India.
机译:背景与目标:可持续发展目标(SDGs)是后千年发展目标(MDGs)的一部分。然后,有必要回顾印度在实现千年发展目标方面的成就以及将其纳入可持续发展目标的经验教训。本研究回顾并预测了2015年以后五岁以下儿童死亡率的不同组成部分,以评估当前状况并确定实现印度SDGs新目标的未来可能性。数据和方法:它使用来自印度样品注册系统(SRS)的有关U5MR不同组件的可用时间序列数据。自回归综合移动平均线(ARIMA)模型已用作时间序列分析的方法,以预测2015年以后的死亡率。结果:与所有新生儿的死亡率相比,五岁以下儿童死亡率下降的趋势一致印度的主要州,尽管新生儿死亡率在五岁以下儿童中占最大份额。同样,在未来的预计年份中,五岁以下婴儿中新生儿死亡的比例将稳定增长。这表明降低新生儿死亡率的进展非常缓慢。将需要通过新的干预计划做出刺激性努力,以更加集中于降低新生儿死亡率,特别是在印度农村地区。

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