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巴基斯坦育龄妇女死产的趋势和风险因素:多变量分解分析。

Trends and risk factors of stillbirth among women of reproductive age in Pakistan: A multivariate decomposition analysis.

机构信息

Department of Statistics, Lahore College for Women University, Lahore, Pakistan.

Department of Mathematics and Statistics, The University of Haripur, Haripur, Pakistan.

出版信息

Front Public Health. 2023 Feb 23;11:1050136. doi: 10.3389/fpubh.2023.1050136. eCollection 2023.

Abstract

BACKGROUND

Every year, 2 million babies are stillborn in the world. Globally, there has been a decline in the stillbirth rate of 2%. Despite advancements in prenatal care and the implementation of new medical technologies, the incidence of early stillbirths remains unchanged. A slight decrease in the rate of late-term stillbirth has been observed. Pakistan ranked third in South Asia for having the highest stillbirth rate. Compared to its neighbors and other developing nations, Pakistan has shown a lack of progress in reducing maternal and neonatal fatalities. Therefore, the purpose of this study is to use a multivariate decomposition analysis to examine the trends and factors that have contributed to the change in the stillbirth rate over time.

METHODS

To conduct this study, we used a secondary data analysis approach and analyzed data from the Pakistan Demographic and Health Survey (PDHS) of 2012-2013 and 2017-2018). For the analysis, a total sample of 15,068 births in 2017-2018 and 13,558 births in the PDHS from 2012 to 2013 were taken into account. Using the MVDCMP function within STATA version 15 statistical software, a logit-based multivariate decomposition model was fitted to determine the variables that influence the change in stillbirth. The current study used two cross-sectional surveys to identify important risk factors for stillbirths.

RESULTS

Over the past 5 years, Pakistan's stillbirth rate has risen from 3.98 to 5.75%. According to the total multivariate decomposition analysis, the change in coefficient (change in the effect of attributes) accounted for 81.17% of the overall change in the proportion of stillbirths. In contrast, the change in endowment was not statistically significant. Changes in maternal education, individual and community-level wealth status, and mode of delivery all significantly impacted the rate of stillbirths over time.

CONCLUSION

Stillbirths increased in Pakistan from 2012 to 2017. Stillbirths are observed more frequently for women residing in Punjab, Sindh, and rural areas. A major concern that is directly related to the prevalence of stillbirths in Pakistan is the lack of accessible, affordable, and high-quality maternal healthcare facilities. Older, overweight, and uneducated women are more likely to have stillbirths than women who deliver vaginally. High parity and short birth intervals also accelerated the rate of stillbirths. An effective remedy to control stillbirths is the provision of accessible and affordable healthcare services. Awareness campaigns for the health education of pregnant women should focus on raising awareness to support better pregnancy outcomes for poor women living in communities with higher education levels. The risk of stillbirth can be reduced by offering free diagnostics for early detection of birth complications in low-resource settings and referring these cases to knowledgeable gynecologists for safe delivery.

摘要

背景

全球每年仍有 200 万婴儿死亡。全球的死产率下降了 2%。尽管产前保健有所进步,新的医疗技术也得到了实施,但早期死产的发生率仍保持不变。晚期死产的发生率略有下降。巴基斯坦在南亚地区的死产率排名第三。与邻国和其他发展中国家相比,巴基斯坦在降低母婴和新生儿死亡率方面没有取得进展。因此,本研究旨在使用多元分解分析来研究随时间变化的死产率趋势和影响因素。

方法

为了进行这项研究,我们使用了二次数据分析方法,并分析了 2012-2013 年和 2017-2018 年巴基斯坦人口与健康调查(PDHS)的数据。在分析中,考虑了 2017-2018 年的总样本 15068 例分娩和 PDHS 中 2012 年至 2013 年的 13558 例分娩。使用 STATA 版本 15 统计软件中的 MVDCMP 函数,拟合了基于对数的多元分解模型,以确定影响死产变化的变量。本研究使用了两项横断面调查来确定死产的重要危险因素。

结果

在过去的 5 年中,巴基斯坦的死产率从 3.98 上升到 5.75%。根据总多元分解分析,系数变化(属性影响的变化)占死产比例总体变化的 81.17%。相比之下,禀赋变化没有统计学意义。产妇教育、个人和社区一级的财富状况以及分娩方式的变化都显著影响了随时间推移的死产率。

结论

2012 年至 2017 年,巴基斯坦的死产率有所上升。在旁遮普邦、信德省和农村地区,死产更为常见。与巴基斯坦死产率直接相关的一个主要问题是缺乏可及、负担得起和高质量的产妇保健设施。年龄较大、超重和未受过教育的妇女比阴道分娩的妇女更容易死产。高胎次和短生育间隔也加速了死产率。控制死产的有效方法是提供可及和负担得起的医疗服务。应开展针对孕妇的健康教育宣传活动,以提高认识,支持教育程度较高的社区中贫困妇女的更好妊娠结局。在资源匮乏的环境中,通过免费提供早期发现分娩并发症的诊断,并将这些病例转介给有知识的妇科医生进行安全分娩,可以降低死产的风险。

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