ArticleBMC infectious diseases2017
Space and space-time distributions of dengue in a hyper-endemic urban space: the case of Girardot, Colombia.
Article in BMC infectious diseases, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers, 1 of them a synthesis that pooled it.
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Who cites it
19 citing papers in PubMed, 1 synthesis or guideline pooled it.
- The Epidemiological Impact of Dengue in Colombia: A Systematic Review.The American journal of tropical medicine and hygiene · 2025Pooled it
- Community participation and operational lessons from implementing a protective coating as a novel vector control tool in dengue-endemic neighborhoods of Cúcuta and Los Patios, Colombia.BMC public health · 2026Article
- Early warning of serotype replacement, spatial risk redistribution, and shifting clinical phenotypes: Insights from the 2023-2025 dengue outbreak in Meta, Colombia.PLoS neglected tropical diseases · 2026Observational
- Severe Dengue and Dengue-Malaria Coinfection: A Case Series from a Referral Hospital in Montería, Colombia.Clinics and practice · 2026Article
- The emergence of autochthonous dengue fever in Iran: a comprehensive analysis of the first major outbreak in Sistan and Baluchestan Province, 2024.BMC infectious diseases · 2026Article
- Effect of sea surface temperature in El Niño regions on dengue dynamics in Colombia: Evidence from causal machine learning.PLOS global public health · 2026Article
- Assessing environmental and climatic predictors of dengue fever in Santa Marta, Colombia: implications for One Health surveillance.Science in One Health · 2026Article
- Effect of Socioeconomic Strata and Land Cover on Dengue Hotspots in Medellin, Colombia.The American journal of tropical medicine and hygiene · 2025Article
- Dengue dynamics beyond biological factors: Revealing the nexus between urbanisation planning, and mobilities in Vientiane, Lao PDR.PLoS neglected tropical diseases · 2025Article
- Evaluation and comparison of spatial cluster detection methods for improved decision making of disease surveillance: a case study of national dengue surveillance in Thailand.BMC medical research methodology · 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
- Article
- Integrating Spatial Modelling and Space-Time Pattern Mining Analytics for Vector Disease-Related Health Perspectives: A Case of Dengue Fever in Pakistan.International journal of environmental research and public health · 2021Article
- Spatio-Temporal Analysis of Influenza-Like Illness and Prediction of Incidence in High-Risk Regions in the United States from 2011 to 2020.International journal of environmental research and public health · 2021Article
- Spatial and temporal analysis of hospitalized dengue patients in Bandung: demographics and risk.Tropical medicine and health · 2021Article
- Exploring the utility of social-ecological and entomological risk factors for dengue infection as surveillance indicators in the dengue hyper-endemic city of Machala, Ecuador.PLoS neglected tropical diseases · 2021Article
- Space-Time Conditional Autoregressive Modeling to Estimate Neighborhood-Level Risks for Dengue Fever in Cali, Colombia.The American journal of tropical medicine and hygiene · 2020Article
- Article
- Two-level resolution of relative risk of dengue disease in a hyperendemic city of Colombia.PloS one · 2018Article
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Abstract
backgroundDengue is a widely spread vector-borne disease. Dengue cases in the Americas have increased over the last few decades, affecting various urban spaces throughout these continents, including the tourism-oriented city of Girardot, Colombia. Interactions among mosquitoes, pathogens and humans have recently been examined using different temporal and spatial scales in attempts to determine the roles that social and ecological systems play in dengue transmission. The current work characterizes the spatial and temporal behaviours of dengue in Girardot and discusses the potential territorial dynamics related to the distribution of this disease.
methodsBased on officially reported dengue cases (2012-2015) corresponding to epidemic (2013) and inter-epidemic years (2012, 2014, 2015), space (Getis-Ord index) and space-time (Kulldorff's scan statistics) analyses were performed.
resultsGeocoded dengue cases (n = 2027) were slightly overrepresented by men (52.1%). As expected, the cases were concentrated in the 0- to 15-year-old age group according to the actual trends of Colombia. The incidence rates of dengue during the rainy and dry seasons as well as those for individual years (2012, 2013 and 2014) were significant using the global Getis-Ord index. Local clusters shifted across seasons and years; nevertheless, the incidence rates clustered towards the southwest region of the city under different residential conditions. Space-time clusters shifted from the northeast to the southwest of the city (2012-2014). These clusters represented only 4.25% of the total cases over the same period (n = 1623). A general trend was observed, in which dengue cases increased during the dry seasons, especially between December and February.
conclusionsDespite study limitations related to official dengue records and available fine-scale demographic information, the spatial analysis results were promising from a geography of health perspective. Dengue did not show linear association with poverty or with vulnerable peripheral spaces in intra-urban settings, supporting the idea that the pathogenic complex of dengue is driven by different factors. A coordinated collaboration of epidemiological, public health and social science expertise is needed to assess the effect of "place" from a relational perspective in which geography has an important role to play.
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