ArticleThe Lancet. Planetary health2021
Identifying urban hotspots of dengue, chikungunya, and Zika transmission in Mexico to support risk stratification efforts: a spatial analysis.
Article in The Lancet. Planetary health, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT04343521 (Quantifying the Epidemiological Impact of Targeted Indoor Residual Spraying on Aedes-borne Diseases), which is not on this map. Cited by 44 papers.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Quantifying the Epidemiological Impact of Targeted Indoor Residual Spraying on Aedes-borne Diseases
Who cites it
44 citing papers in PubMed.
- Randomized Trial of Targeted Indoor Spraying to Prevent Aedes-Borne Diseases.The New England journal of medicine · 2025Trial
- Protective effect of house screening against indoor Aedes aegypti in Mérida, Mexico: A cluster randomised controlled trial.Tropical medicine & international health : TM & IH · 2021Trial
- Global resurgence of Chikungunya virus: outbreak drivers and emerging solutions.Emerging microbes & infections · 2026Review
- Detection and genomic characterization of a travel-associated ECSA lineage chikungunya virus infection in Mexico.ASM case reports · 2026Article
- Fine-scale heterogeneity and local amplification of West Nile virus in urban environments in Berlin.Nature communications · 2026Article
- Advances in mosquito-borne disease surveillance using machine learning.New microbes and new infections · 2026Article
- Dengue Epidemiology in Mexico: Temperature as a Contributing Factor to National Dengue Trends.Diseases (Basel, Switzerland) · 2026Article
- Entomo-Molecular and Epidemiological Survey of Arboviruses inResearch and reports in tropical medicine · 2026Article
- Geospatial epidemiological approaches to the prevention and control of vector-borne diseases: A systematic review.Infectious diseases & immunity · 2026Review
- Identifying high-risk subdistricts for targeted dengue interventions: a spatio-temporal study in Mueang Chonburi district, Thailand, 2011-2020.BMC public health · 2025Observational
- Spatial epidemiology of dengue and chikungunya in Karnataka using GIS-based analysis.Global health action · 2025Article
- Interactions between zoonotic pathogens and infectious disease spread: Why understanding mechanisms and modelling matters more than ever.Biosafety and health · 2025Review
- Using Data Mining to Differentiate Dengue with Warning Signs from Severe Dengue: A Predictive Model from Oaxaca, Mexico.The American journal of tropical medicine and hygiene · 2025Article
- Leveraging geographic information system for dengue surveillance: a scoping review.Tropical medicine and health · 2025Review
- Effect of Socioeconomic Strata and Land Cover on Dengue Hotspots in Medellin, Colombia.The American journal of tropical medicine and hygiene · 2025Article
- Abundance and diversity of host-seeking adult female mosquitoes in a coastal ecosystem in southern Mexico.PLoS neglected tropical diseases · 2025Article
- Social perception and environmental risk factors for dengue in an endemic municipality in eastern Colombia: a mixed method study.Scientific reports · 2025Article
- Observational
- Impact of migratory flows and socio-environmental factors on dengue epidemiology in Oaxaca, Mexico.Frontiers in sociology · 2025Review
- Correlation of Geographic Variables with the Incidence Rate of Dengue Fever in Mexico: A 38-Year Study.Microorganisms · 2024Article
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Authors and funding
15 authors.
Funding
Abstract
backgroundEffective Aedes aegypti control is limited, in part, by the difficulty in achieving sufficient intervention coverage. To maximise the effect of vector control, areas with persistently high numbers of Aedes-borne disease cases could be identified and prioritised for preventive interventions. We aimed to identify persistent Aedes-borne disease hotspots in cities across southern Mexico.
methodsIn this spatial analysis, geocoded cases of dengue, chikungunya, and Zika from nine endemic Mexican cities were aggregated at the census-tract level. We included cities that were located in southern Mexico (the arbovirus endemic region of Mexico), with a high burden of dengue cases (ie, more than 5000 cases reported during a 10-year period), and listed as high priority for the Mexican dengue control and prevention programme. The Getis-Ord Gi*(d) statistic was applied to yearly slices of the dataset to identify spatial hotspots of each disease in each city. We used Kendall's W coefficient to quantify the agreement in the distribution of each virus.
findings128 507 dengue, 4752 chikungunya and 25 755 Zika clinical cases were reported between Jan 1, 2008, and Dec 31, 2016. All cities showed evidence of transmission heterogeneity, with a mean of 17·6% (SD 4·7) of their total area identified as persistent disease hotspots. Hotspots accounted for 25·6% (SD 9·7; range 12·8-43·0) of the population and 32·1% (10·5; 19·6-50·5) of all Aedes-borne disease cases reported. We found an overlap between hotspots of 61·7% for dengue and Zika and 53·3% for dengue and chikungunya. Dengue hotspots in 2008-16 were significantly associated with dengue hotspots detected during 2017-20 in five of the nine cities. Heads of vector control confirmed hotspot areas as problem zones for arbovirus transmission.
interpretationThis study provides evidence of the overlap of Aedes-borne diseases within geographical hotspots and a methodological framework for the stratification of arbovirus transmission risk within urban areas, which can guide the implementation of surveillance and vector control.
fundingUSAID, the US Centers for Disease Control and Prevention, the Canadian Institutes of Health Research, International Development Research Centre, Fondo Mixto CONACyT (Mexico)-Gobierno del Estado de Yucatan, and the US National Institutes of Health. TRANSLATION: For the Spanish translation of the abstract see Supplementary Materials section.
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