ArticlePLoS computational biology2020
Optimizing the deployment of ultra-low volume and targeted indoor residual spraying for dengue outbreak response.
Article in PLoS computational biology, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 24 papers, 2 of them syntheses that pooled it.
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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.
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Who cites it
24 citing papers in PubMed, 2 syntheses or guidelines pooled it, 52 citations in OpenAlex.
- A systematic review of published literature on mosquito control action thresholds across the world.PLoS neglected tropical diseases · 2023Pooled it
- A Systematic Review of Mathematical Models of Dengue Transmission and Vector Control: 2010-2020.Viruses · 2023Pooled it
- Randomized Trial of Targeted Indoor Spraying to Prevent Aedes-Borne Diseases.The New England journal of medicine · 2025Trial
- Research Trends and Collaborative Patterns inInternational journal of environmental research and public health · 2026Article
- Direct and Indirect Entomological Efficacy of Targeted Indoor Residual Spraying againstbioRxiv : the preprint server for biology · 2026Article
- Dengue vaccine acceptability in Peru: A mixed-methods study in two dengue-endemic Peruvian cities.PLoS neglected tropical diseases · 2026Article
- Progress in research on mosquito-borne viruses: Understanding infection, transmission, and control.Infectious diseases & immunity · 2026Review
- Spatial and temporal analysis on the impact of ultra-low volume indoor insecticide spraying on Aedes aegypti household density.Parasites & vectors · 2024Article
- Article
- Fusing an agent-based model of mosquito population dynamics with a statistical reconstruction of spatio-temporal abundance patterns.PLoS computational biology · 2023Article
- Article
- Residual efficacy of the neonicotinoid insecticide clothianidin against pyrethroid-resistant Aedes aegypti.Pest management science · 2023Article
- Using models and maps to inform Target Product Profiles and Preferred Product Characteristics: the example ofGates open research · 2023Article
- A critical assessment of the detailed Aedes aegypti simulation model Skeeter Buster 2 using field experiments of indoor insecticidal control in Iquitos, Peru.PLoS neglected tropical diseases · 2022Article
- Etiologies of Acute Undifferentiated Febrile Illnesses in and near Iquitos from 1993 to 1999 in the Amazon River Basin of Peru.The American journal of tropical medicine and hygiene · 2022Article
- Bridging landscape ecology and urban science to respond to the rising threat of mosquito-borne diseases.Nature ecology & evolution · 2022Review
- Efficacy of targeted indoor residual spraying with the pyrrole insecticide chlorfenapyr against pyrethroid-resistant Aedes aegypti.PLoS neglected tropical diseases · 2021Article
- De-escalation strategies for non-pharmaceutical interventions following infectious disease outbreaks: a rapid review and a proposed dynamic de-escalation framework.Globalization and health · 2021Review
- Pandemic-associated mobility restrictions could cause increases in dengue virus transmission.PLoS neglected tropical diseases · 2021Article
- Rapid evolution of knockdown resistance haplotypes in response to pyrethroid selection inEvolutionary applications · 2021Article
Corrections and comments
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Authors and funding
12 authors at 6 institutions in 2 countries.
Funding
Abstract
Recent years have seen rising incidence of dengue and large outbreaks of Zika and chikungunya, which are all caused by viruses transmitted by Aedes aegypti mosquitoes. In most settings, the primary intervention against Aedes-transmitted viruses is vector control, such as indoor, ultra-low volume (ULV) spraying. Targeted indoor residual spraying (TIRS) has the potential to more effectively impact Aedes-borne diseases, but its implementation requires careful planning and evaluation. The optimal time to deploy these interventions and their relative epidemiological effects are, however, not well understood. We used an agent-based model of dengue virus transmission calibrated to data from Iquitos, Peru to assess the epidemiological effects of these interventions under differing strategies for deploying them. Specifically, we compared strategies where spray application was initiated when incidence rose above a threshold based on incidence in recent years to strategies where spraying occurred at the same time(s) each year. In the absence of spraying, the model predicted 361,000 infections [inter-quartile range (IQR): 347,000-383,000] in the period 2000-2010. The ULV strategy with the fewest median infections was spraying twice yearly, in March and October, which led to a median of 172,000 infections [IQR: 158,000-183,000], a 52% reduction from baseline. Compared to spraying once yearly in September, the best threshold-based strategy utilizing ULV had fewer median infections (254,000 vs. 261,000), but required more spraying (351 vs. 274 days). For TIRS, the best strategy was threshold-based, which led to the fewest infections of all strategies tested (9,900; [IQR: 8,720-11,400], a 94% reduction), and required fewer days spraying than the equivalent ULV strategy (280). Although spraying twice each year is likely to avert the most infections, our results indicate that a threshold-based strategy can become an alternative to better balance the translation of spraying effort into impact, particularly if used with a residual insecticide.
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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.