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首页> 外文期刊>Journal of applied statistics >Seasonal analysis of emergency department presentations in Western Australia, 2009/10-2014/15
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Seasonal analysis of emergency department presentations in Western Australia, 2009/10-2014/15

机译:2009 / 10-2014 / 15西澳大利亚急诊科报告的季节性分析

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摘要

Understanding the dynamic effects of seasonal variations of emergency department (ED) presentations is necessary to enhance health service planning and delivery, avoid overcrowding and meet the demand of the population. Time series analysis of seasonal trend decomposition using Loess (STL) was used to decompose and isolate the seasonal component of the ED presentations in Western Australia (WA) hospitals. Between 2009/10 and 2014/15, there were 5,652,556 ED presentations that show distinctive seasonal pattern. The overall seasonal variation was 7.0% (95% CI: 6.0-8.4%) and peaked in winter, with the highest in August. However, stratification analysis revealed that patients aged 15-64 years and those with triage 4 and 5 peaked in summer. The stratification for the most frequent conditions presented to metropolitan EDs and triaged as categories 1, 2 or 3 (most urgent conditions) shown that acute upper respiratory infection, pneumonia, viral infection, status asthmaticus and breathing abnormalities peaked in winter, whereas cellulitis, urinary tract infection, threatened abortion, intestinal infection, gastroenteritis and colitis, nausea and vomiting, and open wound of finger peaked in summer. The findings may be important in developing strategies and policies to manage ED demand in peak periods to avoid overcrowding and improve service delivery.
机译:了解急诊科(ED)演示文稿的季节性变化的动态影响对于增强卫生服务的计划和提供,避免过度拥挤并满足人们的需求是必要的。使用Loess(STL)对季节性趋势分解进行时间序列分析来分解和隔离西澳大利亚州(WA)医院ED表现的季节性成分。在2009/10至2014/15年间,共有5,652,556份ED演示文稿显示了独特的季节性模式。总体季节变化为7.0%(95%CI:6.0-8.4%),并在冬季达到峰值,在八月最高。但是,分层分析显示,年龄在15-64岁的患者以及分类4和5的患者在夏季达到高峰。对大城市急诊科最常见的疾病进行分层,并分为1、2或3类(最紧急的疾病),显示急性上呼吸道感染,肺炎,病毒感染,哮喘病和呼吸异常在冬季达到高峰,而蜂窝组织炎,尿道炎在夏季,肠道感染,先兆流产,肠道感染,胃肠炎和结肠炎,恶心和呕吐以及手指开放性伤口达到高峰。该发现对于制定策略和政策以在高峰期管理ED需求以避免拥挤并改善服务提供而言可能是重要的。

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