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Analysis of variability in neonatal care units: A retrospective analysis

机译:新生儿护理单位的变异性分析:回顾性分析

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The number of babies needing neonatal care is increasing due mainly to technological and therapeutic advances. These advances have implied a decreasing neonatal mortality rate for low birth weight infants and also a falling incidence of preterm stillbirth. Unfortunately, the neonatal system is facing some challenges, such as the nurse shortage and the lack of cots that could impact neonates' length-of-stay (LOS), medical conditions, and so on. In this paper, we aim at studying the variability of the neonatal system and its population. We first analyse the length of stay, gestation age and birth weight of babies admitted to an English neonatal hospital. We then perform an analysis of variation of the LOS for each level of care based on variables specific to babies' pathways, i.e. reasons for admission, types of referral, discharge destinations and booked places. Finally, we estimate the pairwise correlations between intensive care unit LOS, high dependency unit LOS and special care unit LOS. Hence, understanding babies characteristics and how long they will stay at each level of care is an important step for an efficient management of the neonatal system.
机译:主要由于技术和治疗的进步,需要新生儿护理的婴儿数量正在增加。这些进展意味着低出生体重婴儿的新生儿死亡率下降,早产的发生率下降。不幸的是,新生儿系统面临一些挑战,例如护士短缺和缺少婴儿床,这可能会影响新生儿的住院时间(LOS),医疗状况等。在本文中,我们旨在研究新生儿系统及其种群的变异性。我们首先分析入住英国新生儿医院的婴儿的住院时间,孕龄和出生体重。然后,我们根据婴儿路径的特定变量(即入院原因,转诊类型,出院目的地和预订地点)对每个护理级别的服务水平变化进行分析。最后,我们估计了重症监护室LOS,高依赖病房LOS和特殊监护室LOS之间的成对相关性。因此,了解婴儿的特征及其在各个护理级别停留的时间是有效管理新生儿系统的重要步骤。

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