Evidence map›Paper›PMID 42488196›Full record

ArticleEnvironmental epidemiology (Philadelphia, Pa.)2026

Assessing the association between floods and dengue incidence in Vietnam: A time series study.

Tu Nguyen Tien Tue, Xerxes Seposo, Hong Tam Nguyen, Hung Nguyen Viet, Nhung Hong Ha, Hai Tuan Nguyen, Nghia Ngu Duy, Lina Madaniyazi

Abstract read
In one paragraph

Article in Environmental epidemiology (Philadelphia, Pa.), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from 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.

2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

8 authors.

Tu Nguyen Tien TueSchool of Tropical Medicine and Global Health, Nagasaki University, Nagasaki, Japan.
Xerxes SeposoSchool of Tropical Medicine and Global Health, Nagasaki University, Nagasaki, Japan.
Hong Tam NguyenHo Chi Minh City Center for Disease Control, Ho Chi Minh City, Vietnam.
Hung Nguyen VietHo Chi Minh City Infrastructure Management Center, Ho Chi Minh City, Vietnam.
Nhung Hong HaNational Institute of Hygiene and Epidemiology, Hanoi, Vietnam.
Hai Tuan NguyenNational Institute of Hygiene and Epidemiology, Hanoi, Vietnam.
Nghia Ngu DuyNational Institute of Hygiene and Epidemiology, Hanoi, Vietnam.
Lina MadaniyaziSchool of Tropical Medicine and Global Health, Nagasaki University, Nagasaki, Japan.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Dengue incidence has increased significantly in recent decades, especially in areas undergoing rapid urbanization and frequent flooding. Floods can promote dengue transmission by creating favorable mosquito breeding sites, yet the timing and strength of this association remain unclear, particularly in Vietnam, where flood-prone areas overlap with a high dengue burden. Methods: This study assessed the relationship between flood exposure and dengue incidence across Vietnam and in Ho Chi Minh City (HCMC), a densely populated, flood-prone urban center. Time-series analyses were conducted using monthly data from 63 provinces (2011-2019) and weekly data from 24 districts in HCMC. Generalized additive mixed models with a negative binomial distribution were used, incorporating distributed lag linear functions to estimate cumulative and delayed effects. Analyses were stratified by season (rainy vs. dry). Results: At the national level, flooding was associated with a 17% higher dengue incidence (relative risk [RR] = 1.17; 95% confidence interval [CI] = 0.94, 1.47), with the strongest effect observed 2 months after flooding (RR = 1.11; 95% CI = 1.03, 1.20). Associations were more pronounced during the rainy season (RR = 1.65; 95% CI = 1.17, 2.32). In HCMC, floods were linked to a 10.4% increase in dengue cases (RR = 1.10; 95% CI = 1.03, 1.18), with effects peaking at week 9 (RR = 1.03; 95% CI = 1.02, 1.04). Seasonal analysis revealed short-term declines in risk during the rainy season and delayed increases during the dry season, peaking at week 9 (RR = 1.03; 95% CI = 1.01, 1.04). Conclusions: These findings highlight the delayed and seasonal nature of flood-related dengue risk and support the integration of flood metrics into early warning systems and climate-informed vector control strategies.

Identifiers

PMID42488196
PMCPMC13391126

What Socratic holds

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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 Socratic graph.