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首页> 外文期刊>International journal of software innovation >Are Socio-Economic, Health Infrastructure, and Demographic Factors Associated with Infant Mortality in Russia?
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Are Socio-Economic, Health Infrastructure, and Demographic Factors Associated with Infant Mortality in Russia?

机译：俄罗斯的婴儿死亡率与社会经济，卫生基础设施和人口因素有关吗？

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摘要

Literatures have shown that factors associated with infant mortality worldwide include not only the diseases of infants, mother's health conditions, but also social economic, environment, education and other factors in the society. Although the infant mortality has been declining in the recent decades, it continues to be an international concern. In general, the factors associated with the infant death due to diseases or mother's health conditions are similar worldwide. However, the social economic and environmental relate factors differ among countries. This study focuses on the investigation of social economic and environmental relatedfactors that are associated with the infant mortality rate in Russia. The sampling unit of the infant mortality rate and potential factors are collected at the 'region 'level of Russia. Over 100 variables are identified using various national statistics databases of Russia. The issue of data quality is discussed in detail. Various strategies are applied to clean the data. Eight different modeling techniques are applied to identify potentially important factors that may have high association with the infant mortality rate in Russia.
机译：文献表明，全世界与婴儿死亡率有关的因素不仅包括婴儿疾病，母亲的健康状况，还包括社会经济，环境，教育和社会中的其他因素。尽管最近几十年来婴儿死亡率一直在下降，但这仍然是国际关注的问题。通常，与疾病或母亲健康状况引起的婴儿死亡相关的因素在全球范围内相似。但是，各国之间的社会经济和环境相关因素有所不同。这项研究的重点是调查与俄罗斯婴儿死亡率有关的社会经济和环境相关因素。在俄罗斯“地区”一级收集婴儿死亡率和潜在因素的抽样单位。使用俄罗斯的各种国家统计数据库，可以识别出100多个变量。详细讨论了数据质量问题。应用了各种策略来清理数据。应用八种不同的建模技术来确定可能与俄罗斯婴儿死亡率高度相关的潜在重要因素。

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