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首页> 外文期刊>American Journal of Mathematics and Statistics >Statistical Modelling of Diarrhea Prevalence among Infants in Adamawa State, Nigeria
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Statistical Modelling of Diarrhea Prevalence among Infants in Adamawa State, Nigeria

机译:尼日利亚阿达玛瓦州婴儿腹泻患病率的统计模型

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摘要

The study examines the factors associated with diarrhea prevalence in Yola of Adamawa State. Using Poisson regression model, while Quasi-Poisson and Negative Binomial were used to handle over dispersion. Pearson Chi-Square and Deviance was used to check for the goodness of fit. Data was extracted from the medical records of Adamawa State Specialist Hospital and Valli Clinic Yola. The variables on which the data were collected included sex, age group, year and hospital type. AIC of model 3 was selected as the least with AIC of 355.29. This model examines the interaction between hospital type and year of occurrence independent of age of patient, year and their gender. We found that male children are more likely to be infected with diarrhea compare to females. The study also revealed that as the children advanced in age, the rate of been infected with diarrhea decreases. The hospital type indicates that more patients infected with diarrhea visited Specialist hospital than Valli Clinic. The rate of infection increases every year but reduce in 2015 compared to 2014.
机译:该研究检查了阿达玛瓦州约拉腹泻患病率的相关因素。使用泊松回归模型,而准泊松和负二项式用于处理过度分散。使用Pearson卡方和Deviance检查贴合度是否良好。数据是从阿达玛瓦州专科医院和瓦利诊所约拉的病历中提取的。收集数据的变量包括性别,年龄组,年份和医院类型。选择模型3的AIC最小,AIC为355.29。该模型检查了医院类型和发生年份之间的相互作用,而与患者的年龄,年份及其性别无关。我们发现,与女性相比,男性儿童更容易感染腹泻。研究还显示,随着儿童年龄的增长,腹泻的感染率会降低。医院类型表明,到腹泻专科医院就诊的腹泻感染患者多于瓦利诊所。感染率逐年增加,但与2014年相比,2015年有所下降。

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