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影响巴基斯坦纯母乳喂养持续时间的因素:一项基于人群的横断面研究。

Factors influencing exclusive breastfeeding duration in Pakistan: a population-based cross-sectional study.

机构信息

Crop Reporting Service, Agriculture Department Punjab, Jhang, Pakistan.

Department of Statistics, GC University Lahore, Lahore, Pakistan.

出版信息

BMC Public Health. 2021 Nov 3;21(1):1998. doi: 10.1186/s12889-021-12075-y.

Abstract

BACKGROUND

Breastfeeding has the most profound impact on infant health and wellness, and also have significant implications for the mother. The duration of the breastfeeding determines the infant's protection from malnutrition and other common infectious diseases; consequently, the World Health Organization (WHO) recommends exclusive breastfeeding (EBF) six months, followed by gradual weaning and breastfeeding until the baby is two years old. In Pakistan, the practice of breastfeeding is heavily dependent upon certain demographic, economic, social, and biological factors, which ultimately impact the quality of care provided to the infant and their health. The aim of this paper, therefore, is to measure the impact of these factors on the exclusive breastfeeding duration in Pakistan.

METHODS

The data for the study has been collected from Pakistan Demographic and Health Survey (PDHS) for the year 2017-18. Binary logistic regression model and survival analysis are used to determine the relationship between the independent and dependent variables.

RESULTS

We use a binary logistic regression to estimate the effect of each factor on the duration of EBF. The binary logistic regression finds significant relationships between region, maternal education, wealth index, size of a child, watching television, delivery by cesarean, and maternal age and EBF. We then use log-likelihood, AIC, BIC criteria to determine if a parametric or non-parametric model would provide a better fit; based on these results we fit an Inverse Gaussian (Weibull) distribution for the survival analysis. These results show that there are more significant factors associated with EBF duration in parametric survival analysis than in the binary logistic regression results. Thus, the survival analysis is a better method for predicting the relationship between the duration of EBF and its factors. Furthermore, logically EBF is designated to be done for six months which would not be properly gauged with a binary response variable.

CONCLUSIONS

The results of this study provide proof that exclusive breastfeeding is a common practice among women in Pakistan, and to improve the quality of post-natal care, health policy in the country needs to focus on the existing demographic and social factors which are found significant in this study.

摘要

背景

母乳喂养对婴儿的健康和福祉影响最为深远,对母亲也有重大意义。母乳喂养的持续时间决定了婴儿对营养不良和其他常见传染病的保护程度;因此,世界卫生组织(WHO)建议纯母乳喂养(EBF)六个月,然后逐渐断奶并持续母乳喂养至婴儿两岁。在巴基斯坦,母乳喂养的做法严重依赖于某些人口、经济、社会和生物因素,这些因素最终会影响到婴儿的护理质量和他们的健康。因此,本文旨在衡量这些因素对巴基斯坦纯母乳喂养持续时间的影响。

方法

本研究的数据来自 2017-18 年的巴基斯坦人口与健康调查(PDHS)。使用二元逻辑回归模型和生存分析来确定自变量和因变量之间的关系。

结果

我们使用二元逻辑回归来估计每个因素对 EBF 持续时间的影响。二元逻辑回归发现,地区、母亲教育、财富指数、孩子的大小、看电视、剖腹产分娩和母亲年龄与 EBF 之间存在显著关系。然后,我们使用对数似然、AIC、BIC 标准来确定参数或非参数模型是否能提供更好的拟合;基于这些结果,我们为生存分析拟合了一个逆高斯(威布尔)分布。这些结果表明,在参数生存分析中,与 EBF 持续时间相关的显著因素比二元逻辑回归结果更多。因此,生存分析是预测 EBF 持续时间与其因素之间关系的更好方法。此外,从逻辑上讲,EBF 被指定为六个月,而这无法通过二元响应变量进行适当衡量。

结论

本研究结果证明,在巴基斯坦,纯母乳喂养是妇女的常见做法,为了提高产后护理质量,该国的卫生政策需要关注本研究中发现的现有人口和社会因素。

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