ArticlePLoS neglected tropical diseases2021
Early warning systems (EWSs) for chikungunya, dengue, malaria, yellow fever, and Zika outbreaks: What is the evidence? A scoping review.
Article in PLoS neglected tropical diseases, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06268691 (Control of Aedes Breeding Sites With a Dual-action Insecticidal Coating is Effective in Reducing Dengue Transmission), which is not on this map. Cited by 38 papers, 1 of them a synthesis that pooled it.
What it found
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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.
Control of Aedes Breeding Sites With a Dual-action Insecticidal Coating is Effective in Reducing Dengue Transmission: Cluster-randomised Controlled Trial Study
Who cites it
38 citing papers in PubMed, 1 synthesis or guideline pooled it.
- A Systematic Review on Modeling Methods and Influential Factors for Mapping Dengue-Related Risk in Urban Settings.International journal of environmental research and public health · 2022Pooled it
- Environmental and epidemiological drivers of dengue forecasting across heterogeneous transmission settings in Brazil and Panama.One health (Amsterdam, Netherlands) · 2026Article
- Recommendations for the analysis of leading indicators in epidemic surveillance.PLOS digital health · 2026Review
- Early Warning Systems and Emergency Declarations During Brazil's Largest Dengue Outbreak.Tropical medicine & international health : TM & IH · 2026Article
- Horizons of the Future: Preparedness and Response.Current topics in microbiology and immunology · 2026Review
- Forecasting and Early Warning Systems for Dengue Outbreaks: Updated Narrative Review.Revista da Sociedade Brasileira de Medicina Tropical · 2026Review
- Geospatial epidemiological approaches to the prevention and control of vector-borne diseases: A systematic review.Infectious diseases & immunity · 2026Review
- Chikungunya fever: a re-emerging mosquito-borne threat demanding proactive prevention strategies in Asia.Frontiers in public health · 2026Article
- Yellow Fever, an Arboviral Disease with Public Health Impacts: General Aspects and the Use of the One Health Approach in the Context of This Zoonosis.Infection and drug resistance · 2026Review
- Entomological Surveillance and Vector Competence: A Crucial Front in Dengue Prevention.Current topics in microbiology and immunology · 2026Review
- Risk factors associated with dengue lethality: case-control study, Joinville, Brazil.Revista da Sociedade Brasileira de Medicina Tropical · 2026Article
- Leveraging explainable artificial intelligence and spatial analysis for communicable diseases in Asia (2000-2022) based on health, climate, and socioeconomic factors.International journal of health geographics · 2025Article
- Malaria epidemiology in the Korhogo area, Northern Côte d'Ivoire: baseline assessment prior to a randomized controlled trial.Malaria journal · 2025Review
- Primary health care data-based early warning system for dengue outbreaks: a nationwide case study in Brazil.Lancet regional health. Americas · 2025Article
- Integrating anticipatory action in disease outbreak preparedness and response in the humanitarian sector.BMJ global health · 2025Review
- Is Ghana Prepared for Another Arboviral Outbreak? Evaluating the 2024 Dengue Fever Outbreak in the Context of Past Yellow Fever, Influenza, and COVID-19 Outbreaks.Tropical medicine and infectious disease · 2025Review
- Hotspots and Trends in Research on Early Warning of Infectious Diseases: A Bibliometric Analysis Using CiteSpace.Healthcare (Basel, Switzerland) · 2025Article
- The Main Arboviruses and Virus Detection Methods in Vectors: Current Approaches and Future Perspectives.Pathogens (Basel, Switzerland) · 2025Review
- Advance Warning and Response Systems in Kenya: A Scoping Review.medRxiv : the preprint server for health sciences · 2025Article
- Efavirenz Repurposing Challenges: A Novel Nanomicelle-Based Antiviral Therapy Against Mosquito-Borne Flaviviruses.Pharmaceutics · 2025Article
Corrections and comments
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Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundEarly warning systems (EWSs) are of increasing importance in the context of outbreak-prone diseases such as chikungunya, dengue, malaria, yellow fever, and Zika. A scoping review has been undertaken for all 5 diseases to summarize existing evidence of EWS tools in terms of their structural and statistical designs, feasibility of integration and implementation into national surveillance programs, and the users' perspective of their applications.
methodsData were extracted from Cochrane Database of Systematic Reviews (CDSR), Google Scholar, Latin American and Caribbean Health Sciences Literature (LILACS), PubMed, Web of Science, and WHO Library Database (WHOLIS) databases until August 2019. Included were studies reporting on (a) experiences with existing EWS, including implemented tools; and (b) the development or implementation of EWS in a particular setting. No restrictions were applied regarding year of publication, language or geographical area.
findingsThrough the first screening, 11,710 documents for dengue, 2,757 for Zika, 2,706 for chikungunya, 24,611 for malaria, and 4,963 for yellow fever were identified. After applying the selection criteria, a total of 37 studies were included in this review. Key findings were the following: (1) a large number of studies showed the quality performance of their prediction models but except for dengue outbreaks, only few presented statistical prediction validity of EWS; (2) while entomological, epidemiological, and social media alarm indicators are potentially useful for outbreak warning, almost all studies focus primarily or exclusively on meteorological indicators, which tends to limit the prediction capacity; (3) no assessment of the integration of the EWS into a routine surveillance system could be found, and only few studies addressed the users' perspective of the tool; (4) almost all EWS tools require highly skilled users with advanced statistics; and (5) spatial prediction remains a limitation with no tool currently able to map high transmission areas at small spatial level.
conclusionsIn view of the escalating infectious diseases as global threats, gaps and challenges are significantly present within the EWS applications. While some advanced EWS showed high prediction abilities, the scarcity of tool assessments in terms of integration into existing national surveillance systems as well as of the feasibility of transforming model outputs into local vector control or action plans tends to limit in most cases the support of countries in controlling disease outbreaks.
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