Dengue dynamics: A holistic predictive model considering epidemic, vaccination, and environmental factors

This research applied a predictive model to analyse the role that vaccination and community factors play in controlling the dengue virus. The study considers epidemiological and environmental data from the city of São Paulo (Brazil) after the start of the TAK-003 vaccination protocol in children aged 10-14 in 2024. The simulation of this study showed that the vaccination policy in São Paulo reduced reported and unreported cases, in addition to reducing the number of deaths. However, only 30% of the target group was covered by current vaccination distributions, indicating the need to expand vaccination coverage for more effective epidemic control. The results also indicate that the TAK-003 vaccine can be effective in long-term strategies. The proposed system dynamics model was used to simulate the different outcomes of the dengue epidemic in two scenarios. The first scenario simulated the development of dengue without vaccination, while the second simulated the results with the current vaccination strategy.

Authors

Institutions

Publication Details

Journal
Global Public Health
Published
2025-09-29
DOI
https://doi.org/10.1080/17441692.2025.2555660
Citations
1
Primary Topic
Mosquito-borne diseases and control
Type
article
Field-Weighted Citation Impact
1.88
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Dengue dynamics: A holistic predictive model considering epidemic, vaccination, and environmental factors

Yao Yao, Hilal Atasoy, Ana Carolina da Costa, Hitoshi Tajiri et al.
1 citations
Global Public Health
Mosquito-borne diseases and control
1.88
article

Dengue dynamics: A holistic predictive model considering epidemic, vaccination, and environmental factors

Yao Yao, Hilal Atasoy, Ana Carolina da Costa, Hitoshi Tajiri, Miklos A. Vasarhelyi, Fabrícia Silva da Rosa, Rogério João Lunkes, D. Castro, Wenru Wang, Vladimir Arthur Fey, Gabriel Donadio Costa, Katiane Rodrigues Torres
article en
1 citations

Abstract

This research applied a predictive model to analyse the role that vaccination and community factors play in controlling the dengue virus. The study considers epidemiological and environmental data from the city of São Paulo (Brazil) after the start of the TAK-003 vaccination protocol in children aged 10-14 in 2024. The simulation of this study showed that the vaccination policy in São Paulo reduced reported and unreported cases, in addition to reducing the number of deaths. However, only 30% of the target group was covered by current vaccination distributions, indicating the need to expand vaccination coverage for more effective epidemic control. The results also indicate that the TAK-003 vaccine can be effective in long-term strategies. The proposed system dynamics model was used to simulate the different outcomes of the dengue epidemic in two scenarios. The first scenario simulated the development of dengue without vaccination, while the second simulated the results with the current vaccination strategy.

Global Public HealthVol. 20(1)
Rutgers, The State University of New Jersey (US), Western New England University (US), Universidade Federal de Santa Catarina (BR)
Openalex Percentile: Top 12%
Mosquito-borne diseases and control
1.88
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.