ArticlePLoS neglected tropical diseases2023
Antivenom access impacts severity of Brazilian snakebite envenoming: A geographic information system analysis.
Article in PLoS neglected tropical diseases, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
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Who cites it
8 citing papers in PubMed.
- Persistent spatial hotspots and socioeconomic inequalities of snakebite envenoming in Peru: A nationwide spatiotemporal analysis, 2010-2025.PLoS neglected tropical diseases · 2026Article
- Effectiveness, safety, and implementation outcomes of a decentralization program to deliver antivenoms in the Western Brazilian Amazonia: The SAVING program.PLoS neglected tropical diseases · 2026Article
- Snakes and snakebites in the munduruku cosmology and medicine, central Brazilian Amazonia.PLoS neglected tropical diseases · 2026Article
- Assessing territorial disparities in snakebite surveillance data in Brazil: Implications for public health.PLoS neglected tropical diseases · 2026Article
- Decoding Severity in Crotalic Snakebite Cases: Findings From a Decade of Cohort Analysis in Brazil.BioMed research international · 2026Article
- Therapeutic itineraries of children after snakebites in the Brazilian Amazon: A thematic drawing-and-story study.PLoS neglected tropical diseases · 2025Article
- Data Innovation, Program Implementation, and Community Action (DIPICA) Observatory for Surgical, Anesthesia, and Obstetric (SAO) Care in India.BMC proceedings · 2025Article
- SERPENT-Brasil: a technological tool for snakebite management.Revista panamericana de salud publica = Pan American journal of public health · 2025Article
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Authors and funding
12 authors.
Funding
Abstract
backgroundSnakebite envenoming (SBE) is a neglected tropical disease capable of causing both significant disability and death. The burden of SBE is especially high in low- and middle-income countries. The aim of this study was to perform a geospatial analysis evaluating the association of sociodemographics and access to care indicators on moderate and severe cases of SBE in Brazil.
methodsWe conducted an ecological, cross-sectional study of SBE in Brazil from 2014 to 2019 using the open access National System Identification of Notifiable Diseases (SINAN) database. We then collected a set of indicators from the Brazil Census of 2010 and performed a Principal Component Analysis to create variables related to health, economics, occupation, education, infrastructure, and access to care. Next, a descriptive and exploratory spatial analysis was conducted to evaluate the geospatial association of moderate and severe events. These variables related to events were evaluated using Geographically Weighted Poisson Regression. T-values were plotted in choropleth maps and considered statistically significant when values were <-1.96 or >+1.96.
resultsWe found that the North region had the highest number of SBE cases by population (47.83/100,000), death rates (0.18/100,000), moderate and severe rates (22.96/100,000), and proportion of cases that took more than three hours to reach healthcare assistance (44.11%). The Northeast and Midwest had the next poorest indicators. Life expectancy, young population structure, inequality, electricity, occupation, and more than three hours to reach healthcare were positively associated with greater cases of moderate and severe events, while income, illiteracy, sanitation, and access to care were negatively associated. The remaining indicators showed a positive association in some areas of the country and a negative association in other areas.
conclusionRegional disparities in SBE incidence and rates of poor outcomes exist in Brazil, with the North region disproportionately affected. Multiple indicators were associated with rates of moderate and severe events, such as sociodemographic and health care indicators. Any approach to improving snakebite care must work to ensure the timeliness of antivenom administration.
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