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Analysis of Risk Factors of Fever among Inpatients in Rehabilitation Department Based on Lasso Regression Analysis

机译:基于套索回归分析的康复科住院患者发烧危险因素分析

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Purpose: To explore the fever-related risk factors of inpatients in Rehabilitation Department, and to provide reference for patients with high risk of fever to take corresponding nursing measures. Methods: The study was conducted on the Rehabilitation Department of The First Affiliated Hospital of Jinan University from July 2019 to December 2019. The fever group included 51 patients and the non-fever group included 49 patients without fever. The two groups of clinical data, comorbidities, related laboratory values, possible risk factors of fever were analyzed by case regression analysis, and the relevant risk factors were screened out by LASSO (least absolute shrinkage and selection operator) regression analysis. Results: According to the results of Lasso regression analysis, pressure sore or skin infection, history of hypertension, current history of respiratory tract infection, feeding patterns were the higher risk factors of fever in inpatients in Rehabilitation Department, while the first course of disease, main diagnosis, history of respiratory tract infection within half a year, kidney damage and hospitalization days were lower risk factors. Conclusion: This study is helpful to early identify the fever risk of inpatients in Rehabilitation Department, and provide reference basis for high-risk fever patients to take positive and effective nursing measures.
机译:目的:探讨康复部门的住院患者的发烧相关风险因素,为高发烧风险患者提供参考,采取相应的护理措施。方法:2019年7月至2019年12月,在济南大学附属第一医院的康复部门进行了该研究。发烧集团包括51名患者,非发烧组包括49名没有发烧的患者。通过病例回归分析分析了两组临床资料,合并症,相关实验室值,发烧可能的危险因素,卢赛索(最不绝对收缩和选择操作员)回归分析筛选出相关的风险因素。结果:根据套索回归分析的结果,压力疮或皮肤感染,高血压病史,呼吸道感染的当前历史,饲养模式是康复部门住院患者发烧的危险因素较高,而第一个疾病疗程,主要诊断,呼吸道感染的历史在半年内,肾脏损伤和住院日较低的风险因素。结论:本研究有助于早期确定康复部门住院患者的发烧风险,并为高风险发热患者提供参考依据,以采取积极和有效的护理措施。

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