ArticleBMJ (Clinical research ed.)2023
Mortality risks associated with floods in 761 communities worldwide: time series study.
Article in BMJ (Clinical research ed.), 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 30 papers.
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Who cites it
30 citing papers in PubMed, 62 citations in OpenAlex.
- A dangerous combination: how co-occurring floods and blackouts increase cardiovascular hospitalizations.Journal of exposure science & environmental epidemiology · 2026Article
- Toward a Unified Framework for Climate and Health Research: Gaps in Exposure Metrics and Health Outcomes.Journal of Korean medical science · 2026Review
- Direct and spillover hospitalisation patterns during climate hazards across regions of different health-system resilience levels in China: a nationwide retrospective analysis.The Lancet. Planetary health · 2026Observational
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- Health-seeking amid conflict and climate stress: how climate disaster shapes maternal and child healthcare behavior in fragile and conflict-affected settings.BMC health services research · 2026Article
- Epigenome-wide analysis of DNA-methylation signatures following climate-related disasters.BMC medicine · 2026Article
- Attitudes toward climate change risk among older people: new evidence from the English Longitudinal Study of Ageing.The journals of gerontology. Series B, Psychological sciences and social sciences · 2026Article
- Mapping the global health burden of climate-sensitive exposures: a systematic scoping review.Environmental health : a global access science source · 2026Article
- Blunted cortisol and altered antioxidant defense as biomarkers of systemic stress in hyperglycemic Zebrafish.Acta diabetologica · 2026Article
- Global Inequality and Injustice in Mortality Burden from Floods and Landscape Fire-Sourced Air Pollution.Health data science · 2026Article
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- Climate-related disasters and biological aging based on DNA methylation: a twin and family study in Australian women.International journal of epidemiology · 2025Article
- Hospitalization risk and burden for cause-specific cardiovascular diseases following tropical cyclones: A multicountry study.Science advances · 2025Article
- Disaster preparedness and kidney health in children.Pediatric nephrology (Berlin, Germany) · 2025Review
- Causal link between humid heatwaves and ischemic heart disease: assessing hospitalizations and economic burden across 955 Chinese counties.BMC medicine · 2025Article
- Severe flooding and cause-specific hospitalisation among older adults in the USA: a retrospective matched cohort analysis.The Lancet. Planetary health · 2025Article
- All-cause excess mortality following Storm Daniel flood event in Greece.Journal of public health (Oxford, England) · 2025Article
- Risk of Fracture Associated with Pregabalin or Mirogabalin Use: A Case-Case-Time-Control Study Based on Japanese Health Insurance Claims Data.Drug safety · 2025Article
- Floods and cause-specific mortality in the United States applying a triply robust approach.Nature communications · 2025Article
- Climate Change, Cryosphere Retreat, and Human Health.China CDC weekly · 2025Article
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Authors and funding
16 authors at 6 institutions in 7 countries.
Funding
Abstract
objectiveTo evaluate lag-response associations and effect modifications of exposure to floods with risks of all cause, cardiovascular, and respiratory mortality on a global scale.
designTime series study.
setting761 communities in 35 countries or territories with at least one flood event during the study period.
participantsMulti-Country Multi-City Collaborative Research Network database, Australian Cause of Death Unit Record File, New Zealand Integrated Data Infrastructure, and the International Network for the Demographic Evaluation of Populations and their Health Network database.
main outcome measuresThe main outcome was daily counts of deaths. An estimation for the lag-response association between flood and daily mortality risk was modelled, and the relative risks over the lag period were cumulated to calculate overall effects. Attributable fractions of mortality due to floods were further calculated. A quasi-Poisson model with a distributed lag non-linear function was used to examine how daily death risk was associated with flooded days in each community, and then the community specific associations were pooled using random effects multivariate meta-analyses. Flooded days were defined as days from the start date to the end date of flood events.
resultsA total of 47.6 million all cause deaths, 11.1 million cardiovascular deaths, and 4.9 million respiratory deaths were analysed. Over the 761 communities, mortality risks increased and persisted for up to 60 days (50 days for cardiovascular mortality) after a flooded day. The cumulative relative risks for all cause, cardiovascular, and respiratory mortality were 1.021 (95% confidence interval 1.006 to 1.036), 1.026 (1.005 to 1.047), and 1.049 (1.008 to 1.092), respectively. The associations varied across countries or territories and regions. The flood-mortality associations appeared to be modified by climate type and were stronger in low income countries and in populations with a low human development index or high proportion of older people. In communities impacted by flood, up to 0.10% of all cause deaths, 0.18% of cardiovascular deaths, and 0.41% of respiratory deaths were attributed to floods.
conclusionsThis study found that the risks of all cause, cardiovascular, and respiratory mortality increased for up to 60 days after exposure to flood and the associations could vary by local climate type, socioeconomic status, and older age.
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