Socioeconomic, climatic, and sanitary conditions of Brazilian municipalities and their relationship with the incidence of Zika and microcephaly

Zika and microcephaly cases in Brazil showed uneven regional distribution, with underlying causes still unclear. Socioeconomic, climatic, and sanitary disparities may explain these patterns. This study analyzed the relationship between these factors and the occurrence of Zika virus (ZIKV) and microcephaly epidemics. Data on cases reported in 2016 were obtained from the Ministry of Health, Brazilian Institute of Geography and Statistics, and Unified Registry for Social Programs, along with sanitary, socioeconomic, and climatic indicators. Incidence rates were calculated and smoothed using the local empirical Bayesian method. Spatial distribution was evaluated with thematic maps and Moran's I statistics, revealing significant autocorrelation for ZIKV and microcephaly. Associations with extreme weather events were tested using the U-test, showing that municipalities experiencing droughts were most affected (ZIKV: median = 31.06 vs. 21.13; microcephaly: 1.73 vs. 1.31; p < 0.001). Sanitary and socioeconomic influences were explored through hybrid clustering (Ward's method + k-means). Group differences assessed with the U-test were significant (p < 2.2 × 10⁻¹⁶). Municipalities in Group 1, characterized by lower socioeconomic and sanitary indices, had reduced access to sewage collection (9-12% vs. 72-78%), solid waste services (66-67% vs. 95-96%), and piped water (65% vs. 90%), while presenting higher ZIKV (median = 43.9 vs. 13.4) and microcephaly incidences (median = 1.4 vs. 1.0). Findings suggest that structural vulnerabilities, compounded by drought, influence the spatial dynamics of ZIKV and microcephaly. These results highlight the importance of addressing inequalities in sanitary and socioeconomic infrastructure to guide public health strategies and mitigate future epidemics.

Authors

Publication Details

Journal
Acta Tropica
Published
2026-05-01
DOI
https://doi.org/10.1016/j.actatropica.2026.108122
Primary Topic
Mosquito-borne diseases and control
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Socioeconomic, climatic, and sanitary conditions of Brazilian municipalities and their relationship with the incidence of Zika and microcephaly

André Pereira Rosa, Alisson Carraro Borges, Elpídio Inácio Fernandes Filho, Tayane Cristiele R. Mesquita
Acta Tropica
Mosquito-borne diseases and control
article

Socioeconomic, climatic, and sanitary conditions of Brazilian municipalities and their relationship with the incidence of Zika and microcephaly

André Pereira Rosa, Alisson Carraro Borges, Elpídio Inácio Fernandes Filho, Tayane Cristiele R. Mesquita
article en

Abstract

Zika and microcephaly cases in Brazil showed uneven regional distribution, with underlying causes still unclear. Socioeconomic, climatic, and sanitary disparities may explain these patterns. This study analyzed the relationship between these factors and the occurrence of Zika virus (ZIKV) and microcephaly epidemics. Data on cases reported in 2016 were obtained from the Ministry of Health, Brazilian Institute of Geography and Statistics, and Unified Registry for Social Programs, along with sanitary, socioeconomic, and climatic indicators. Incidence rates were calculated and smoothed using the local empirical Bayesian method. Spatial distribution was evaluated with thematic maps and Moran's I statistics, revealing significant autocorrelation for ZIKV and microcephaly. Associations with extreme weather events were tested using the U-test, showing that municipalities experiencing droughts were most affected (ZIKV: median = 31.06 vs. 21.13; microcephaly: 1.73 vs. 1.31; p < 0.001). Sanitary and socioeconomic influences were explored through hybrid clustering (Ward's method + k-means). Group differences assessed with the U-test were significant (p < 2.2 × 10⁻¹⁶). Municipalities in Group 1, characterized by lower socioeconomic and sanitary indices, had reduced access to sewage collection (9-12% vs. 72-78%), solid waste services (66-67% vs. 95-96%), and piped water (65% vs. 90%), while presenting higher ZIKV (median = 43.9 vs. 13.4) and microcephaly incidences (median = 1.4 vs. 1.0). Findings suggest that structural vulnerabilities, compounded by drought, influence the spatial dynamics of ZIKV and microcephaly. These results highlight the importance of addressing inequalities in sanitary and socioeconomic infrastructure to guide public health strategies and mitigate future epidemics.

Acta Tropica
Climate action
Openalex Percentile: Top 6%
Mosquito-borne diseases and control
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.