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Intensive Care Unit Capacity and Its Associated Risk Factors During the COVID-19 Surge in the Republic of Korea: Analysis Using Nationwide Health Claims Data

机译:在大韩民国的Covid-19激增期间重症监护单位能力及其相关危险因素:使用全国范围内健康声称数据的分析

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Objective:To identify risk factors for intensive care unit (ICU) admission and mechanical ventilator usage among confirmed coronavirus disease (COVID-19) patients and estimate the effects of mitigation efforts on ICU capacity in Korea.Patients and Methods:Data on profiles and medical history of all confirmed COVID-19 patients in the past 1 year were extracted from the Korean National Health Insurance System's claims database to assess risk factors for ICU admission and ventilator use. We used a time-series epidemic model to estimate the ICU census in Daegu from the reported hospital data.Findings:Multivariate regression analysis revealed male sex, old age, and residing in Daegu city as significant risk factors for ICU admission. The number of patients requiring ICU admission exceeded the bed capacity across all Daegu hospitals before March 9, 2020, and therefore, critically ill patients were transferred to nearby hospitals outside Daegu. This finding was consistent with our prediction that the ICU census in Daegu would peak on March 16, 2020, at 160 through mitigation efforts, without which it would have reached 300 by late March 2020.Conclusion:Older age and male sex were risk factors for ICU admission. In addition, the geographic location of the hospital seems to contribute to the severity of the COVID-19 patients admitted to the ICU and to the ICU capacity.? 2020 Lee et al.
机译:目的:识别重症监护股的危险因素(ICU)入场和机械通风机使用确诊的冠状病毒病(Covid-19)患者的使用,并估算了韩国ICU产能的缓解努力的影响。患者和方法:概况和医疗数据过去1年内所有确诊的Covid-19患者的历史都是从韩国国民健康保险制度的索赔数据库中提取,以评估ICU入场和呼吸机使用的风险因素。我们使用了一个时间序列的疫情模型来估计来自报告的医院数据的Daegu中的ICU人口普查.Findings:多变量回归分析显示雄性性交,年龄,以及居住在大邱市的ICU入场的重要风险因素。需要ICU入学的患者的数量超过2020年3月9日之前的所有大邱医院的床能力,因此,危重病人被转移到大邱以外的附近医院。这一发现符合我们的预测,即大邱的ICU人口普查将于2020年3月16日达到2010年3月16日,在2020年3月下旬到达300年3月160日。结论:年龄较大的年龄和男性是危险因素ICU入学。此外,医院的地理位置似乎有助于Covid-19患者的严重程度,进入ICU和ICU的能力。 2020 Lee等人。

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