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气象条件与苏格兰格拉斯哥军团病发病的关系:统计模型的应用。

Meteorological conditions and incidence of Legionnaires' disease in Glasgow, Scotland: application of statistical modelling.

机构信息

Department of Geography, Durham University, Durham, UK.

出版信息

Epidemiol Infect. 2013 Apr;141(4):687-96. doi: 10.1017/S095026881200101X. Epub 2012 Jun 12.

Abstract

This study investigated the relationships between Legionnaires' disease (LD) incidence and weather in Glasgow, UK, by using advanced statistical methods. Using daily meteorological data and 78 LD cases with known exact date of onset, we fitted a series of Poisson log-linear regression models with explanatory variables for air temperature, relative humidity, wind speed and year, and sine-cosine terms for within-year seasonal variation. Our initial model showed an association between LD incidence and 2-day lagged humidity (positive, P = 0·0236) and wind speed (negative, P = 0·033). However, after adjusting for year-by-year and seasonal variation in cases there were no significant associations with weather. We also used normal linear models to assess the importance of short-term, unseasonable weather values. The most significant association was between LD incidence and air temperature residual lagged by 1 day prior to onset (P = 0·0014). The contextual role of unseasonably high air temperatures is worthy of further investigation. Our methods and results have further advanced understanding of the role which weather plays in risk of LD infection.

摘要

本研究通过使用先进的统计方法,调查了英国格拉斯哥军团病(LD)发病率与天气之间的关系。利用逐日气象资料和 78 例发病日期明确的 LD 病例,我们拟合了一系列泊松对数线性回归模型,解释变量包括气温、相对湿度、风速和年份,以及年内季节性变化的正弦余弦项。我们的初始模型显示 LD 发病率与 2 天滞后湿度(正相关,P = 0.0236)和风速(负相关,P = 0.033)有关。然而,在调整了病例的逐年和季节性变化后,与天气没有显著关联。我们还使用了正态线性模型来评估短期、不合时宜的天气值的重要性。与发病前 1 天滞后的空气温度残差(P = 0.0014)之间存在最显著的关联。异常高气温的背景作用值得进一步研究。我们的方法和结果进一步加深了对天气在 LD 感染风险中所起作用的理解。

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