ArticlePloS one2017
Community context and sub-neighborhood scale detail to explain dengue, chikungunya and Zika patterns in Cali, Colombia.
Article in PloS one, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers.
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Who cites it
16 citing papers in PubMed.
- Enteric pathogens in soil adjacent to public waste bins in Maputo, Mozambique offers potential for environmental surveillance.PLOS global public health · 2026Article
- Using spatial video and deep learning for automated mapping of ground-level context in relief camps.International journal of health geographics · 2024Article
- Identification of Hazard and Socio-Demographic Patterns of Dengue Infections in a Colombian Subtropical Region from 2015 to 2020: Cox Regression Models and Statistical Analysis.Tropical medicine and infectious disease · 2022Article
- The Use of Spatial Video to Map Dynamic and Challenging Environments: A Case Study of Cholera Risk in the Mujoga Relief Camp, D.R.C.Tropical medicine and infectious disease · 2022Article
- VisualCommunity: a platform for archiving and studying communities.Journal of computational social science · 2022Article
- Anti-chikungunya virus seroprevalence in Indigenous groups in the São Francisco Valley, Brazil.PLoS neglected tropical diseases · 2021Article
- Classifying crime places by neighborhood visual appearance and police geonarratives: a machine learning approach.Journal of computational social science · 2021Article
- Transmission of Chikungunya Virus in an Urban Slum, Brazil.Emerging infectious diseases · 2020Article
- Joint Estimation of Relative Risk for Dengue and Zika Infections, Colombia, 2015-2016.Emerging infectious diseases · 2019Article
- VECTOS: An Integrated System for Monitoring Risk Factors Associated With Urban Arbovirus Transmission.Global health, science and practice · 2019Article
- Micro-Space Complexity and Context in the Space-Time Variation in Enteric Disease Risk for Three Informal Settlements of Port au Prince, Haiti.International journal of environmental research and public health · 2019Article
- Solid Wastes Provide Breeding Sites, Burrows, and Food for Biological Disease Vectors, and Urban Zoonotic Reservoirs: A Call to Action for Solutions-Based Research.Frontiers in public health · 2019Review
- Demographic and clinical characteristics of chikungunya patients from six Colombian cities, 2014-2015.Emerging microbes & infections · 2019Article
- Neighborhood Violence Impacts Disease Control and Surveillance: Case Study of Cali, Colombia from 2014 to 2016.International journal of environmental research and public health · 2018Article
- Spatio-Temporal Modeling of Zika and Dengue Infections within Colombia.International journal of environmental research and public health · 2018Article
- Cali cancer registry methods.Colombia medica (Cali, Colombia) · 2018Article
Corrections and comments
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Authors and funding
9 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundCali, Colombia has experienced chikungunya and Zika outbreaks and hypoendemic dengue. Studies have explained Cali's dengue patterns but lack the sub-neighborhood-scale detail investigated here.
methodsSpatial-video geonarratives (SVG) with Ministry of Health officials and Community Health Workers were collected in hotspots, providing perspective on perceptions of why dengue, chikungunya and Zika hotspots exist, impediments to control, and social outcomes. Using spatial video and Google Street View, sub-neighborhood features possibly contributing to incidence were mapped to create risk surfaces, later compared with dengue, chikungunya and Zika case data.
resultsSVG captured insights in 24 neighborhoods. Trash and water risks in Calipso were mapped using SVG results. Perceived risk factors included proximity to standing water, canals, poverty, invasions, localized violence and military migration. These risks overlapped case density maps and identified areas that are suitable for transmission but are possibly underreporting to the surveillance system.
conclusionResulting risk maps with local context could be leveraged to increase vector-control efficiency- targeting key areas of environmental risk.
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