Trend and future of infant mortality in Pakistan

Zartashia Shabbir, Anila Riaz, Fiaz Ahmad, Muhammad Imran shakoor
{"title":"Trend and future of infant mortality in Pakistan","authors":"Zartashia Shabbir, Anila Riaz, Fiaz Ahmad, Muhammad Imran shakoor","doi":"10.37723/jumdc.v13i3.649","DOIUrl":null,"url":null,"abstract":"In South Asia, Pakistan is contributing to the highest childhood mortality, including infant mortality. Child mortality has been declined globally, but Pakistan is still struggling and far behind the targets of Sustainable Development Goals. There are several reasons behind high childhood mortality, including socioeconomic determinants and a lack of effective implementation of health-related policies, particularly in primary health care settings. In the present study, we use the stochastic univariate models to uncover the trend of infant mortality by using more than half of the century data from 1960-2017.The secondary data on infant mortality rate from 1960 to 2017 was extracted from World Bank Dataset. Descriptive and time series analysis were applied by using the programming language R. The median infant mortality rate was 109 per 1,000 live births, whereas a higher mortality rate (189.8/1000) was reported in 1960. A gradual decline in infant mortality rates is experienced every year. The mortality rate went down below 100/1,000 live births from 1993 and remained 61.2/1,000 in 2017. ARIMA (1, 2, 2) is an adequate forecasting model selected by using the Auto ARIMA function with a root mean square error is 0.1006. Five years ahead forecast is obtained and yielded that infant mortality rate is expected to remain in 2018 [59.54, C.I (59.34 - 59.73)], 2019 [57.93, C.I (57.47 - 58.40)], 2020 [56.39, C.I (55.48 - 57.30)], 2021 [54.90, C.I (53.35 - 56.45)] and 2022 [53.47, C.I (51.05 - 55.88)]. The decreasing trend is expected in the infant mortality rate in Pakistan.","PeriodicalId":178216,"journal":{"name":"Journal of University Medical & Dental College","volume":"39 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-10-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of University Medical & Dental College","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.37723/jumdc.v13i3.649","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

In South Asia, Pakistan is contributing to the highest childhood mortality, including infant mortality. Child mortality has been declined globally, but Pakistan is still struggling and far behind the targets of Sustainable Development Goals. There are several reasons behind high childhood mortality, including socioeconomic determinants and a lack of effective implementation of health-related policies, particularly in primary health care settings. In the present study, we use the stochastic univariate models to uncover the trend of infant mortality by using more than half of the century data from 1960-2017.The secondary data on infant mortality rate from 1960 to 2017 was extracted from World Bank Dataset. Descriptive and time series analysis were applied by using the programming language R. The median infant mortality rate was 109 per 1,000 live births, whereas a higher mortality rate (189.8/1000) was reported in 1960. A gradual decline in infant mortality rates is experienced every year. The mortality rate went down below 100/1,000 live births from 1993 and remained 61.2/1,000 in 2017. ARIMA (1, 2, 2) is an adequate forecasting model selected by using the Auto ARIMA function with a root mean square error is 0.1006. Five years ahead forecast is obtained and yielded that infant mortality rate is expected to remain in 2018 [59.54, C.I (59.34 - 59.73)], 2019 [57.93, C.I (57.47 - 58.40)], 2020 [56.39, C.I (55.48 - 57.30)], 2021 [54.90, C.I (53.35 - 56.45)] and 2022 [53.47, C.I (51.05 - 55.88)]. The decreasing trend is expected in the infant mortality rate in Pakistan.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
巴基斯坦婴儿死亡率的趋势和未来
在南亚,巴基斯坦的儿童死亡率,包括婴儿死亡率是最高的。全球儿童死亡率有所下降,但巴基斯坦仍然举步维艰,远远落后于可持续发展目标的具体目标。儿童死亡率高背后有几个原因,包括社会经济决定因素和缺乏有效执行与卫生有关的政策,特别是在初级卫生保健环境中。在本研究中,我们使用随机单变量模型,通过使用1960-2017年半个多世纪的数据来揭示婴儿死亡率的趋势。1960 - 2017年婴儿死亡率二级数据取自世界银行数据集。使用编程语言r进行了描述性和时间序列分析。婴儿死亡率中位数为每1000例活产109例,而1960年报告的死亡率更高(189.8/1000)。婴儿死亡率每年都在逐渐下降。死亡率从1993年降至100/ 1000以下,2017年保持在61.2/ 1000。ARIMA(1,2,2)是使用Auto ARIMA函数选择的一个适当的预测模型,其均方根误差为0.1006。获得5年预测结果,预计2018年[59.54,c.i.(59.34 - 59.73)]、2019年[57.93,c.i.(57.47 - 58.40)]、2020年[56.39,c.i.(55.48 - 57.30)]、2021年[54.90,c.i.(53.35 - 56.45)]和2022年[53.47,c.i.(51.05 - 55.88)]婴儿死亡率将保持不变。预计巴基斯坦的婴儿死亡率将呈下降趋势。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Online Teaching and its challenges faced by Anatomists in Pakistan: A post-pandemic Knowledge, Attitude, and Perception regarding antibiotic use and its associated resistance among the general public in Lahore, Pakistan. Pause procedure to enhance learning during the lectures in Medical Colleges Impact of transurethral resection of the prostate on erectile function in benign prostatic hyperplasia patients: a descriptive study at a tertiary care hospital Multidisciplinary care plan and adherence to clinical practice guidelines is needed to improve breast cancer outcome in Pakistan
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1