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生命最初 3 天引入母乳代用品:2018 年墨西哥人口动态全国调查结果。

Introduction of Breast Milk Substitutes During the First 3 Days of Life: Results of the Mexican National Survey of Demographic Dynamics, 2018.

机构信息

Instituto de Salud Pública, Universidad Veracruzana, Xalapa, México.

División de Ingeniería en Sistemas Computacionales, TecNM-Instituto Tecnológico Superior del Oriente del Estado de Hidalgo (ITESA), Apan, México.

出版信息

Breastfeed Med. 2024 Jan;19(1):59-66. doi: 10.1089/bfm.2023.0190. Epub 2023 Dec 27.

Abstract

The introduction of foods or fluids other than breast milk in the first few days after birth interferes with the establishment of breastfeeding. This study aimed to investigate the association of formula introduction during the first 3 days of life with maternal sociodemographic characteristics, hospital practices, and breastfeeding duration. Information from the National Survey of Demographic Dynamics, 2018, which includes 17,686 mother-baby pairs was analyzed. Mother-baby pairs were classified into categories according to breastfeeding duration: <5 months and ≥5 months. Statistical methods and a machine learning algorithm (Bayesian network, BN) were used to analyze the data. In general, 3,720 (21%) mothers reported introducing formula during the first 3 days of life. A lower education level, lower sociodemographic stratum, living in a rural area, and considering oneself indigenous were factors associated with not introducing formula during the first 3 days of life. A total of 5,168 (29.2%) mother-baby pairs practiced breastfeeding for <5 months, and 12,518 (70.8%) for ≥5 months. Almost twice as many mothers who practiced breastfeeding for <5 months introduced formula during the first 3 days of life (31.7%) compared with those who practiced breastfeeding for ≥5 months (16.6%). The BN model can sufficiently predict cases with a breastfeeding duration ≥5 months (precision-recall curve area = 0.792). Introducing formula during the first 3 days of life was associated with a shorter breastfeeding duration. BN analysis showed a probabilistic dependency between the type of delivery and variables associated with the establishment of breastfeeding.

摘要

在出生后的头几天引入母乳以外的食物或液体会干扰母乳喂养的建立。本研究旨在调查生命最初 3 天内配方奶引入与产妇社会人口特征、医院实践和母乳喂养持续时间的关系。本研究使用 2018 年全国人口动态调查的数据,该调查包括 17686 对母婴对。根据母乳喂养持续时间将母婴对分为两类:<5 个月和≥5 个月。使用统计方法和机器学习算法(贝叶斯网络,BN)分析数据。一般来说,3720 名(21%)母亲报告在生命的头 3 天内引入配方奶。较低的教育水平、较低的社会人口阶层、居住在农村地区和自认为是土著人是生命头 3 天内不引入配方奶的相关因素。共有 5168 对(29.2%)母婴母乳喂养时间<5 个月,12518 对(70.8%)母乳喂养时间≥5 个月。母乳喂养时间<5 个月的母亲中,有 31.7%在生命的头 3 天内引入了配方奶,而母乳喂养时间≥5 个月的母亲中,这一比例为 16.6%。几乎是母乳喂养时间≥5 个月的母亲的两倍(31.7%)。BN 模型可以充分预测母乳喂养时间≥5 个月的病例(精度-召回曲线面积=0.792)。生命最初 3 天内引入配方奶与母乳喂养持续时间较短有关。BN 分析显示,分娩类型与建立母乳喂养相关的变量之间存在概率依赖关系。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8428/10818038/bc8d56cc5f8a/bfm.2023.0190_figure1.jpg

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