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Spatial distribution of tuberculosis and its socioeconomic influencing factors in mainland China 2013–2016

机译:结核病及其社会经济影响因素2013-2016的空间分布

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Abstract Background To assess the spatial epidemic characteristics of TB and identify the key areas for disease prevention and control. Objective To explore the spatial distribution and socioeconomic influencing factors of TB in mainland China from 2013 to 2016. Methods Spatial autocorrelation was used to explore the spatial distribution characteristics of TB at the quantitative level. Ordinary least squares (OLS) and geographically weighted regression (GWR) models were conducted to explore the association between factors and TB incidence from both global and local perspectives. Results There was a significant positive spatial autocorrelation of TB at the provincial level ( P ??0.05): hot spots were mainly located in the west of Xinjiang and Tibet, and cold spots in the eastern coastal areas. Four latent factors on the socioeconomic dimension, involving the proportion of illiterate people aged 15 and over, per capita disposable income in rural areas, the number of health technicians per 1000 population and the urban population density, were associated with TB incidence. The GWR model showed that the effect of the same factor on TB incidence varied with geographical location. Conclusions Spatial clustering of TB incidence in mainland China still exists. The differences of socioeconomic factors in different locations can be confirmed by GWR model. Targeted preventive and control measures or policies will be conducive in effectively reducing the incidence of TB, especially in hot spots.
机译:抽象背景评估结核病的空间流行特征,确定疾病预防和控制关键领域。目的探讨2013至2016年中国大陆结核病的空间分布及社会经济影响因素。方法采用空间自相关探索定量水平Tb的空间分布特性。进行了普通的最小二乘(OLS)和地理加权回归(GWR)模型,以探讨全球和局部视角的因子和结核病发生率之间的关联。结果TB在省级(P?& 0.05)中存在显着的积极空间自相关(P?0.05):热点主要位于新疆和西藏西部,东部沿海地区的冷点。社会经济维度的四个潜在因素,涉及15岁及以上的文盲人口的比例,农村地区的人均可支配收入,每1000人人口和城市人口密度的卫生技术人员的数量与TB发病率有关。 GWR模型表明,相同因素对TB入射的影响随着地理位置而变化。结论中国大陆TB发病率的空间聚类仍然存在。 GWR模型可以确认不同位置的社会经济因素的差异。有针对性的预防和控制措施或政策将有利于有效降低结核病的发病率,特别是在热点中。

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