基于GIS的布隆迪结核病发病率时空分析

Prosper Masabarakiza, M. Hassaan
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引用次数: 2

摘要

结核病是存在了5000多年的最具传染性的疾病之一,它仍然是最重要的公共卫生问题之一。本文旨在利用GIS分析布隆迪结核病发病率的空间变化,突出主要热点。同时,本文旨在评价2009-2017年结核病发病率的时间变化,指导资源配置。为此目的,分析了省和卫生区一级的结核病发病率数据。收集各省结核病发病率和人口统计数据。此外,还获得了卫生区一级记录的结核病病例数据。收集的数据在时间和空间尺度上进行分析。时间分析涉及确定2009-2017年期间布隆迪各省结核病发病率的各种趋势。空间分析包括绘制2009-2017年期间结核病发病率及其趋势的空间变化以及卫生区级结核病发病率。此外,还进行了热点分析,以划定布隆迪结核病发病率具有统计意义的热点地区。在省一级对结核病发病率的时间分析显示,2009-2017年期间,布隆迪各省经历了不同的结核病发病率趋势,所有临床形式结核病的年变化率在(-32.9)至(+5.22)之间,肺结核的年变化率在(-12.2)至(+1.1)之间。结核病发病率与城市人口比例、人口密度呈正相关。与此同时,结核病病例的空间分析显示,与该国其他地区相比,布隆迪东部地区的结核病发病率相对较低。热点分析强调了这一点,该分析显示肺结核病例有聚集的趋势,并且在布隆迪西部地区明显区分出肺结核发病率的热点。时空分析强调了GIS在识别此类疾病的趋势和空间格局方面的潜力,可以支持设计和实施控制计划并指导资源分配。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Spatial-temporal Analysis of Tuberculosis Incidence in Burundi Using GIS
Tuberculosis is one of the most contagious diseases that has been present for over 5000 years and it is still one of the most significant public health problems. This paper is intended to employ GIS in analyzing spatial variations of tuberculosis incidence in Burundi highlighting the main hot spots. Also, the paper aims to evaluate the temporal changes of TB incidence during the period 2009-2017 and guide the resource allocation. For this purpose, data on tuberculosis incidence at both province and health district level were analyzed. Data on incidence rate of TB and demographic data were collected at province level. Also, data on cases of TB recorded at health district level were acquired. The collected data were analyzed at both temporal and spatial scale. Temporal analysis involved identifying the various trends of TB incidence rate in various Burundi provinces during the period 2009-2017. Spatial analysis comprised mapping spatial variations in TB incidence rates and their trend over the period 2009-2017 and TB incidence at health district level. Moreover, Hot Spot analysis was performed to delineate those districts of statistically significant hot spots in TB incidence in Burundi. The temporal analysis of TB incidence rate, at province level, revealed that during the period 2009-2017, Burundi provinces have experienced varied trends of TB incidence with an annual change rate ranging between (-32.9) and (+5.22) in case of TB in all clinical forms and between (-12.2) and (+1.1) in case of Pulmonary TB. TB incidence rates were found to be positively correlated with proportion of urban population and population density. Meanwhile, spatial analysis of TB cases, revealed that eastern parts of Burundi have been experiencing relatively low incidence rates of TB compared to other parts of the country. This was highlighted by Hot Spot analysis that revealed a tendency of Pulmonary TB cases to be clustered and a hot spot in Pulmonary TB incidence was clearly distinguished in western parts of Burundi. Spatial temporal analysis highlights the potentials of GIS in recognizing trends and spatial pattern of such a disease and may support designing and implementing control programs and guide the resource allocation.
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