Application of spatial analysis to the examination of dengue fever in Guayaquil, Ecuador

被引:20
作者
Castillo, Katty C. [1 ]
Koerbl, Birthe [1 ]
Stewart, Anna
Gonzalez, Javier F.
Ponce, Facundo
机构
[1] German Diabet Ctr, Inst Biometr & Epidemiol, D-40225 Dusseldorf, Germany
来源
SPATIAL STATISTICS 2011: MAPPING GLOBAL CHANGE | 2011年 / 7卷
关键词
Dengue; Hotspot; LISA;
D O I
10.1016/j.proenv.2011.07.033
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Dengue is the main viral disease transmitted by arthropods worldwide with over 50 million people infected yearly, especially in tropical and subtropical regions. In Ecuador epidemics of dengue erupted since 2000 with the appearance of the hemorrhagic form. However, studies in urban areas to better understand the spatial distribution of the disease are lacking. The objective of this study was to analyze the spatial distribution of reported cases of dengue fever in the city of Guayaquil (Ecuador) during the period from 2005 to 2009. Techniques of spatial statistics and GIS-Analysis are applied to characterize the geographical distribution of dengue incidence. Correlation analysis was used to determine hotspots of the distribution of the disease. This analysis revealed a significant spatial variation of disease incidence within the urban environment. Analysis of correlation indicated high spatial autocorrelation: Moran's I value was 0.37 (p<0.001). Preliminary results suggest a higher possibility of infection in places with already infected people. The results of this analysis suggest that dengue transmission in Guayaquil, Ecuador, is concentrated in local hotspots where strategies of prevention and control of the disease should be reinforced in order to avoid the spread of the epidemics to other areas of the city. (C) 2010 Published by Elsevier Ltd. Selection and/or peer-review under responsibility of Spatial Statistics 2011
引用
收藏
页码:188 / 193
页数:6
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