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Spatial Temporal Analysis of Fieldwise Flow in Microvasculature
Published on: November 18, 2019
[Spatial-temporal analysis on pulmonary tuberculosis in Beijing during 2005-2015].
1The Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing 100191, China;Beijing Research Institute for Tuberculosis Control, Beijing 100035, China.
Pulmonary tuberculosis cases in Beijing showed significant spatial and temporal clustering between 2005 and 2015. High-risk areas were identified, primarily concentrated in the central and southern regions of the city.
Area of Science:
- Epidemiology
- Public Health
- Spatial Analysis
Background:
- Pulmonary tuberculosis (TB) remains a significant public health concern globally and in urban centers.
- Understanding the spatial distribution and identifying high-risk areas are crucial for targeted TB control strategies.
- Beijing, a major metropolis, requires detailed analysis of TB incidence patterns.
Purpose of the Study:
- To analyze the spatial distribution of pulmonary tuberculosis at the township level in Beijing from 2005 to 2015.
- To identify high-risk areas and spatiotemporal clusters of pulmonary tuberculosis incidence.
- To inform public health interventions for TB control in Beijing.
Main Methods:
- Utilized data from the tuberculosis information management system for cases between 2005 and 2015.
- Applied global autocorrelation (Moran's I), local indicators of spatial association, and Kulldorff's Scan Statistics.
- Mapped spatial distribution and detected spatiotemporal clusters of pulmonary tuberculosis cases.
Main Results:
- Positive spatial autocorrelation of pulmonary tuberculosis incidence was observed (Moran's I: 0.2243–0.2918, P < 0.05).
- Identified 8 primary hotspot townships/streets, including areas in Mentougou, Fangshan, Fengtai, Xicheng, and Shunyi districts.
- Detected a significant spatiotemporal cluster in Chaoyang and Shunyi districts during 2005, encompassing 17 towns/streets.
Conclusions:
- Pulmonary tuberculosis incidence in Beijing exhibits significant spatial and temporal clustering at the township level.
- High-risk areas are concentrated in the central and southern parts of Beijing.
- Findings support the need for geographically targeted TB prevention and control programs.
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