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首页> 外文期刊>BMC Infectious Diseases >Spatio-temporal analysis of socio-economic characteristics for pulmonary tuberculosis in Sichuan province of China, 2006–2015
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Spatio-temporal analysis of socio-economic characteristics for pulmonary tuberculosis in Sichuan province of China, 2006–2015

机译:中国四川肺结核社会经济特征的时空分析,2006 - 2015年

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BACKGROUND:The disease burden caused by pulmonary tuberculosis (TB) in Sichuan province still persisted at a high level, and large spatial variances were presented across regional distribution disparities. The socio-economic factors were suspected to affect the population of TB notification, we aimed to describe TB case notification rate (CNR) and identify which factors influence TB epidemic are necessary for the prevention and control of the disease in Sichuan province.METHODS:A retrospective cross-sectional study and an ecological spatial analysis was conducted to quantify the presence and location of spatial clusters of TB by the Moran's I index and examined these patterns with socio-economic risk factors by hierarchical Bayesian spatio-temporal model.RESULTS:A total of 630,009 pulmonary TB cases were notified from 2006 to 2015 in 181 counties of Sichuan province. The CNR decreased year by year since 2007, from 88.70 to 61.37 per 100,000 persons. The spatial heterogeneities of CNR were observed during the study periods. Global Moran's I index varied from 0.23 to 0.44 with all P-value ?0.001. The Bayesian spatio-temporal model with parametric spatio-temporal interactions was chosen as the best model according to the minimum of Deviance Information Criterion (DIC)(19,379.01), and in which the quadratic form of time was taken. The proportion of age group and education year were all associated with CNR after adjusting the spatial effect, temporal effect and spatio-temporal interactions. TB CNR increased by 10.2% [95% credible interval (CI): 6.7-13.7%] for every 1-standard-deviation increase in proportion of age group and decreased by 23% (95% CI: 13.7-32.7%) for every 1-standard-deviation increase in education year.CONCLUSIONS:There were spatial clusters of TB notification rate in Sichuan province from 2006 to 2015, and heavy TB burden was mainly attributed to aging and low socioeconomic status including poor education. Thus, it is more important to pay more attention to the elderly population and improve socioeconomic status including promoting education level in Sichuan province to reduce the TB burden.
机译:背景:四川省肺结核(TB)引起的疾病负担仍处于高水平,跨区域分销差异呈现大量空间差异。怀疑社会经济因素旨在影响结核病通知的人口,我们旨在描述TB案例通知率(CNR),并确定对四川省疾病预防和控制疾病所必需的影响TB流行的因素。方法:a进行回顾性横截面研究和生态空间分析,以量化莫兰的I指数的空间簇的存在和位置,并通过分级贝叶斯时空模型进行了社会经济风险因素的这些模式。结果:总共630,009岁的肺结核病例于2006年至2015年在四川省181个县通知。自2007年以来,CNR逐年减少,每10万人88.70至61.37。在研究期间观察到CNR的空间异质性。全球莫兰的I指数从0.23到0.44变化,所有p值<0.001。根据偏差信息标准(DIC)(19,379.01)的最小值,选择具有参数时时空相互作用的贝叶斯时空模型作为最佳模型,并采取了二次立式时间形式。在调整空间效应,时间效应和时空相互作用后,年龄组和教育年度的比例与CNR相关。 TB CNR增加10.2%[95%可靠的间隔(CI):6.7-13.7%]每1次标准偏差增加,每一个年龄组比例增加,每次下降23%(95%CI:13.7-32.7%)教育年度的1标准偏差增加。结论:从2006年到2015年的四川省结束了TB通知率的空间集群,沉重的TB负担主要归因于老龄化和低社会经济地位,包括教育差。因此,更重要的是要更加关注老年人,并改善社会经济地位,包括促进四川省教育水平,以减少结核病负担。

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