Study about the Hospitalization Length at Patients with Oro-Maxillo-Facial Traumas Using GLM Univariate Models

C. Dascălu, Magda Ecaterina Antohe, G. Zegan, G. Dimitriu
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Abstract

The General Linear Modeling is a statistical method which combines the regression and the variance analysis for a dependent variable in the presence of an independent variable and one or more factors, whose effects can be analyzed separately or combined. We used the GLM univariate models on a database made from 6384 patients, recorded in the Oro-Maxillo-Facial Clinic, "Sf. Spiridon" Hospital Iasi, between 2004 – 2015, in order to investigate the influence of patients’ age over the hospitalization length, modulated by gender, domicile, season, etiology and main diagnostics. We found as significant factors the domicile, the season and the diagnostics: the patients from rural areas are expected to stay in hospital with 0.396 days less than those from urban areas, those hospitalized during spring stay in hospital with 0.320 days less than those hospitalized during other seasons, and the patients with maxillary fractures have an hospitalization length longer with 0.877 days than the other patients; the patients with mandible fractures have an hospitalization length longer with 0.755 days than the other patients and the patients with dental fracture and dislocations have an hospitalization length shorter with 0.840 days than the other patients. No significant interactions between these factors were identified.
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应用GLM单变量模型研究口腔颌面外伤患者住院时间
一般线性模型是在存在自变量和一个或多个因素的情况下,对因变量进行回归分析和方差分析的一种统计方法,这些因素的影响可以单独分析,也可以组合分析。我们将GLM单变量模型应用于一个数据库,该数据库由6384名患者组成,记录在Oro-Maxillo-Facial Clinic。2004 - 2015年,在性别、住所、季节、病因和主要诊断的调节下,研究患者年龄对住院时间的影响。我们发现,居住地、季节和诊断为显著影响因素:农村患者预期住院天数比城市患者少0.396天,春季住院患者比其他季节住院天数少0.320天,上颌骨折患者比其他季节住院天数多0.877天;下颌骨骨折患者住院时间较其他患者长,为0.755天;牙骨折脱位患者住院时间较其他患者短,为0.840天。这些因素之间没有明显的相互作用。
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