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Demographic and climatic factors associated with dengue prevalence in a hyperendemic zone in Mexico: an empirical approach.
- Source :
- Transactions of the Royal Society of Tropical Medicine & Hygiene; Jan2021, Vol. 115 Issue 1, p63-73, 11p
- Publication Year :
- 2021
-
Abstract
- Background Many models for predicting dengue epidemics use incidence and short-term changes in climate variables, however, studies in real-life scenarios for correlations of seroprevalence (SP) with long-term climate variables and with integration of socio-economic factors are scarce. Our objective was to analyse the combined correlation between socio-economic and climate variables with the SP of dengue in Mexico. Methods We performed a seroepidemiological ecological study on the Mexican Pacific coast. Dengue SP was estimated by the presence of immunoglobulin G antibodies in 1278 inhabitants. We implemented multiple correlations with socio-economic, climatic and topographic characteristics using logistic regression, generalized linear models and non-linear regressions. Results Dengue SP was 58%. The age-adjusted correlation was positive with the male sex, while a negative correlation was seen with socio-economic status (SES) and scholl level (SL). The annual temperature showed a positive correlation, while the altitude was negative. It should be noted that these correlations showed a marked 'S' shape in the non-linear model, suggesting three clearly defined scenarios for dengue risk. Conclusion Low SES and SL showed an unexpected paradoxical protective effect. Altitude above sea level and annual temperature are the main determinants for dengue in the long term. The identification of three clearly delineated scenarios for transmission could improve the accuracy of predictive models. [ABSTRACT FROM AUTHOR]
- Subjects :
- DENGUE
NONLINEAR regression
IMMUNOGLOBULIN G
SOCIOECONOMIC factors
CLIMATE change
Subjects
Details
- Language :
- English
- ISSN :
- 00359203
- Volume :
- 115
- Issue :
- 1
- Database :
- Complementary Index
- Journal :
- Transactions of the Royal Society of Tropical Medicine & Hygiene
- Publication Type :
- Academic Journal
- Accession number :
- 148168589
- Full Text :
- https://doi.org/10.1093/trstmh/traa083