Fuzzy and spatial analysis of cutaneous leishmaniasis in Pará State, Brazilian Amazon: an ecological and exploratory study

被引:0
作者
Costa, Simone B. N. [1 ]
Miranda, Claudia do S. C. [1 ]
de Souza, Bruna C. [1 ]
Guimaraes, Heloisa Maria M. e S. [1 ]
Faria, Camylle M. C. [1 ]
Campos, Pedro S. da S. [2 ]
Koury, Taiana M. A. [1 ]
da Paixao, Jose Gabriel M. [1 ]
Leal, Alessandra L. [1 ]
Carrera, Maria de Fatima P. [1 ]
de Brito, Silvana R. [2 ]
Goncalves, Nelson, V [1 ,2 ]
机构
[1] Para State Univ, Fac Med, Amazon Epidemiol & Geoproc Lab, Belem, Brazil
[2] Amazon Rural Fed Univ, Cyberspace Inst, Belem, Brazil
来源
JOURNAL OF INFECTION IN DEVELOPING COUNTRIES | 2024年 / 18卷 / 07期
关键词
Cutaneous leishmaniasis; epidemiology; spatial analysis; fuzzy logic; HEALTH-CARE; RISK;
D O I
10.3855/jidc.18639
中图分类号
R51 [传染病];
学科分类号
100401 ;
摘要
Introduction: This study sought to analyze the relationships between cutaneous leishmaniasis and its epidemiological, environmental and socioeconomic conditions, in the 22 microregions of Par & aacute; state, Brazil, for the period from 2017 to 2022. Methodology: In this ecological and exploratory study, the microregions were used as spatial units because they are formed by contiguous municipalities with similar characteristics. The epidemiological, environmental, socioeconomic, and public health policy data employed were obtained from the official information systems at the Ministry of Health, National Institute for Space Research, and Brazilian Institute of Geography and Statistics. A fuzzy system was developed to identify risk factors for the disease, using Python programming language. The results were analyzed with the bivariate Global Moran spatial analysis technique. Results: It was observed that the Altamira microregion had the highest risk percentage for the disease, while Breves had the lowest, with significant differences in the relevance of its conditioning factors, mainly related to land use and cover patterns, in addition to demography and living conditions index, education and public health policies. Conclusions: The fuzzy system associated with the geostatistical technique was satisfactory for identifying areas with health vulnerability gradients related to deforestation, pasture, poverty, illiteracy, and health services coverage, as its conditioning variables. Thus, it was demonstrated that deforestation was the main risk factor for the disease. The system can also be used in environmental and epidemiological surveillance.
引用
收藏
页码:1124 / 1131
页数:8
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