ArticleEpidemics2015
Dengue disease outbreak definitions are implicitly variable.
Article in Epidemics, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 57 papers, 2 of them syntheses that pooled it.
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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.
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Who cites it
57 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- The epidemiologic and economic burden of dengue in Singapore: A systematic review.PLoS neglected tropical diseases · 2024Pooled it
- Dengue in the Middle East and North Africa: A Systematic Review.PLoS neglected tropical diseases · 2016Pooled it
- Early Warning Systems and Emergency Declarations During Brazil's Largest Dengue Outbreak.Tropical medicine & international health : TM & IH · 2026Article
- Optimizing Dengue Surveillance Thresholds in Malaysia: A Comparative Evaluation of Endemic Channel Approaches.Tropical medicine and infectious disease · 2026Article
- Advancing outbreak detection: Hybridizing machine learning with wavelets for weekly dengue case forecasting.PLoS neglected tropical diseases · 2026Article
- Lagged and non-linear effects of Aedes surveillance indices on dengue incidence in Malaysia: evidence from sentinel-site data.Tropical medicine and health · 2026Article
- Bridging the Gaps in Dengue Control in Latin America: Multisectoral Strategies from an Expert Panel.Vaccines · 2026Review
- Transmission acceleration outperforms the endemic-channel threshold for dengue outbreak detection.medRxiv : the preprint server for health sciences · 2026Article
- Endemic Channel Parametrization in Dengue Surveillance: Methodological Assessment of Retrospective Windows, Outbreak Trends, and Zero-Case Periods in Colombia.JMIR public health and surveillance · 2026Article
- Incidence of Dengue Fever in Pakistan.PloS one · 2026Article
- Performance evaluation of an operational dengue forecasting system (D-MOSS) in Vietnam.PLOS global public health · 2026Article
- Online monitoring and early detection of influenza outbreaks using exponentially weighted spatial lasso: a case study in China during 2014-2020.Journal of applied statistics · 2026Article
- Variations in annual dengue intensities are explained by temperature anomalies.medRxiv : the preprint server for health sciences · 2025Article
- Article
- A district-level ensemble model to enhance dengue prediction and control for the Mekong Delta Region of Vietnam.PLoS neglected tropical diseases · 2025Article
- Primary health care data-based early warning system for dengue outbreaks: a nationwide case study in Brazil.Lancet regional health. Americas · 2025Article
- Research progress of mosquito-borne virus mRNA vaccines.Molecular therapy. Methods & clinical development · 2025Review
- Estimating Dengue Outbreak Thresholds in West Africa: A Comprehensive Analysis of Climatic Influences in Burkina Faso, 2018-2024.Tropical medicine and infectious disease · 2025Article
- Investigating the Determinants of Dengue Outbreak in Oman: A Study in Seeb.Journal of epidemiology and global health · 2024Review
- How mathematical modelling can inform outbreak response vaccination.BMC infectious diseases · 2024Review
Corrections and comments
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Authors and funding
4 authors.
Funding
Abstract
Infectious diseases rarely exhibit simple dynamics. Outbreaks (defined as excess cases beyond response capabilities) have the potential to cause a disproportionately high burden due to overwhelming health care systems. The recommendations of international policy guidelines and research agendas are based on a perceived standardised definition of an outbreak characterised by a prolonged, high-caseload, extra-seasonal surge. In this analysis we apply multiple candidate outbreak definitions to reported dengue case data from Brazil to test this assumption. The methods identify highly heterogeneous outbreak characteristics in terms of frequency, duration and case burden. All definitions identify outbreaks with characteristics that vary over time and space. Further, definitions differ in their timeliness of outbreak onset, and thus may be more or less suitable for early intervention. This raises concerns about the application of current outbreak guidelines for early warning/identification systems. It is clear that quantitatively defining the characteristics of an outbreak is an essential prerequisite for effective reactive response. More work is needed so that definitions of disease outbreaks can take into account the baseline capacities of treatment, surveillance and control. This is essential if outbreak guidelines are to be effective and generalisable across a range of epidemiologically different settings.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.