东爪哇产妇死亡率的样条截断非参数回归模型

Fadhlul Rahim, I. Budiantara, E. Permatasari
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引用次数: 3

摘要

产妇死亡率是指在怀孕、分娩期间以及因怀孕和分娩引起的分娩期间记录的产妇死亡人数,但不包括因事故或跌倒造成的死亡人数。自2012年至2015年,产妇死亡率从每10万活产359例产妇死亡降至305例。尽管死亡率有所下降,但这一数字仍远未达到可持续发展目标中每10万活产70例死亡的具体目标。用于确定影响产妇死亡率的因素的分析方法是非参数样条截断回归,因为所获得的产妇死亡率与每个预测变量之间的相关模式并没有形成特定的模式。根据所获得的模型,结果表明,所有预测变量对孕产妇死亡率都有显著影响,即保持清洁和健康行为的家庭百分比、产科并发症处理百分比、孕妇就诊百分比、接受现金援助的家庭百分比以及保健中心和医院的比例,其决定系数为88.13%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Spline Truncated Nonparametric Regression Modeling for Maternal Mortality Rate in East Java
Maternal Mortality is the number of maternal deaths recorded during pregnancy, childbirth, and childbirth caused by pregnancy and childbirth, but not caused by accidents or falls. Since 2012 until 2015 it has been noted that maternal mortality rate has decreased from 359 to 305 maternal deaths per 100,000 live births. Despite the decline, the figure is still far from the target of the Sustainable Development Goals (SDGs) of 70 deaths per 100,000 live births. The analytical method used to determine the factors that influence maternal mortality rate is Nonparametric Spline Truncated Regression because the pattern of correlation between maternal mortality rate and each predictor variable obtained does not form a particular pattern. Based on the model obtained, the results are that all predictor variables have a significant effect on maternal mortality rate, namely the percentage of households with clean and healthy behavior, percentage of obstetric complications handling, percentage of pregnant women visits, percentage of households receiving cash assistance, and ratio of health centers and hospitals with a determination coefficient is 88 ,13 percent.
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