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Dengue risk-mapping in an Amazonian locality in Colombia based on regression and multi-criteria analysis

  • Maria Camila Lesmes
  • , Alvaro Ávila-Díaz
  • , Erika Santamaría
  • , Carlos Andrés Morales
  • , Horacio Cadena
  • , Patricia Fuya
  • , Nicolas Frutos
  • , Ximena Porcasi
  • , Catalina Marceló-Díaz

Producción científica: Contribución a revistaArtículo de Investigaciónrevisión exhaustiva

Resumen

The potential of dengue infection is of prime public health concern in tropical and subtropical countries. In Colombia, the management of this disease is based mainly on epidemiological monitoring and vector control. This study, covering the period 2015-2022, adds to this approach by investigating a tool that identifies dengue risk zones considering its environmental and sociodemographic determinants. For this purpose, an analytical, comparative, ecological study was carried out in three stages: i) selection of indicators associated with the occurrence of dengue through hierarchical analysis; ii) execution of a spatial-based Ordinary Least Squares (OLS) regression technique; and iii) multi-criteria analysis of the risk data obtained. Consequently, two optimal models, one for the rainy season (R2=0.5761; AIC=366.3929) and the other for the dry season (R2=0.8560; AIC=440.7557) were obtained for the Dengue Incidence Rate (DIR) during the study period mainly based on socio-demographic and environmental variables. A dengue risk map was generated, showing the impact on three neighbourhoods in the municipality of Piamonte in the Cauca Department covering both seasons. In conclusion, the dengue risk map made it possible to identify highrisk areas and also to identify the determinants of disease occurrence, which can contribute to improving disease management in tropical and subtropical regions.

Idioma originalInglés estadounidense
PublicaciónGeospatial health
Volumen20
N.º1
DOI
EstadoPublicada - ene. 23 2025
Publicado de forma externa

ODS de las Naciones Unidas

Este resultado contribuye a los siguientes Objetivos de Desarrollo Sostenible

  1. ODS 3: Salud y bienestar
    ODS 3: Salud y bienestar

Áreas temáticas de ASJC Scopus

  • Medicina (miscelánea)
  • Sanidad (ciencias sociales)
  • Geografía, planificación y desarrollo
  • Políticas sanitarias

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