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泰国南部结核病发病率建模。

Modeling the incidence of tuberculosis in southern Thailand.

作者信息

Kongchouy Noodchanath, Kakchapati Sampurna, Choonpradub Chamnein

机构信息

Department of Mathematics, Faculty of Science, Prince of Songkla University, Hat Yai, Songkhla, Thailand.

出版信息

Southeast Asian J Trop Med Public Health. 2010 May;41(3):574-82.

Abstract

The aim of this study was to examine the trend, seasonal and geographic effects on tuberculosis (TB) incidence in the fourteen southern provinces of Thailand from 1999 to 2004. Data were obtained from the National Notifiable Disease Surveillance Report (506), Ministry of Public Health. The joint effects of gender, age, quarterly season and location on the TB incidence rates were modeled using both negative binomial distribution for the number of cases and log-linear distribution for the incidence rate; then these models were compared. The linear regression models provided a good fit, as indicated by residual plots and the R2 (0.64). The model showed that males and females aged less than 25 years had similar risks for TB in the study area. Both sexes had their risk increased with age but to a much greater extent for men than women, with the highest rate noted in males aged 65 years and over. There was no evidence of a trend in the annual incidence of TB during 1999-2004, but the incidence has a significant season variation with peaks in the first quarter over the six year period. There were also differences in the incidence rate of TB both within and between provinces. The high risk areas were in upper western and lower southern parts of the region. The log-linear regression model could be used as a simple method for modeling TB incidence rates. These findings highlight the importance of selectively monitoring geographic location when studying TB incidence patterns.

摘要

本研究旨在调查1999年至2004年泰国南部14个省份结核病(TB)发病率的趋势、季节性和地理影响。数据取自泰国公共卫生部的《国家法定传染病监测报告》(506)。使用病例数的负二项分布和发病率的对数线性分布对性别、年龄、季度季节和地点对结核病发病率的联合影响进行建模;然后对这些模型进行比较。线性回归模型拟合良好,残差图和R2(0.64)表明了这一点。该模型显示,研究区域内年龄小于25岁的男性和女性患结核病的风险相似。两性的风险均随年龄增加,但男性的增幅远大于女性,65岁及以上男性的发病率最高。1999 - 2004年期间结核病年发病率没有明显趋势,但发病率有显著的季节性变化,在六年期间第一季度达到峰值。各省份内部和之间的结核病发病率也存在差异。高风险地区位于该地区的西部上游和南部下游。对数线性回归模型可作为一种简单的方法来为结核病发病率建模。这些发现凸显了在研究结核病发病模式时选择性监测地理位置的重要性。

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