Observational studyJAMA2022
Association of Tropical Cyclones With County-Level Mortality in the US.
Observational study in JAMA, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 45 papers, 1 of them a synthesis that pooled 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.
The trial behind it
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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
45 citing papers in PubMed, 1 synthesis or guideline pooled it, 83 citations in OpenAlex.
- Health Effects of Cyclones: A Systematic Review and Meta-Analysis of Epidemiological Studies.Environmental health perspectives · 2023Pooled it
- Impact of tropical cyclones on child marriage rates in 14 affected countries.Environmental research, health : ERH · 2026Article
- Tropical cyclones and acute coronary syndromes: a Chinese nationwide study.European heart journal · 2026Article
- Racialized economic concentration predicts storm-related injuries and deaths in the United States, 2005-2022.Nature communications · 2026Article
- Evolution of Long-Term Social Vulnerability After Tropical Cyclones in the United States.GeoHealth · 2026Article
- Hurricane power outage burden lands unequally: satellite evidence across 30 Atlantic storms.Research square · 2026Article
- Epigenome-wide analysis of DNA-methylation signatures following climate-related disasters.BMC medicine · 2026Article
- Climate Change and Epidemiology: How Will Environmental Stresses and the Climate Affect Population Health?Circulation. Population health and outcomes · 2026Article
- Tropical Cyclone Exposure and Psychoactive Drug-Related Death Rates.JAMA network open · 2026Article
- Variation in One-Year Mortality Following Severe Weather Exposure Among Older Americans by Chronic Health Condition and Sociodemographic Status.Journal of the American Geriatrics Society · 2026Article
- Article
- Cause specific mortality risks associated with tropical cyclones in multiple countries and territories: two stage, time series study.BMJ (Clinical research ed.) · 2025Article
- Hurricane Exposure and Risk of Long-Term Cardiovascular Disease Outcomes.JAMA network open · 2025Article
- Cyclone-induced hematological emergencies: preparedness and response from a hematologist's viewpoint.Annals of medicine and surgery (2012) · 2025Review
- Prescribing patterns of psychotropic medications among people living with dementia after disasters.Innovation in aging · 2025Article
- Strengthening healthcare system resilience: a comprehensive framework for tropical cyclone preparedness and response.Lancet regional health. Americas · 2025Review
- Hospitalization risk and burden for cause-specific cardiovascular diseases following tropical cyclones: A multicountry study.Science advances · 2025Article
- Analysis of social determinants of health and extreme climate events: Identifying vulnerable populations and health outcomes in Jacksonville.Environmental epidemiology (Philadelphia, Pa.) · 2025Article
- Disruption to test scores after hurricanes in the United States.Environmental research, health : ERH · 2025Article
- A Critical Gap in Addressing Mental Health in Heat-Health Action Plans Worldwide.Current environmental health reports · 2025Review
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Authors and funding
8 authors at 5 institutions in 3 countries.
Funding
Abstract
Importance: Tropical cyclones have a devastating effect on society, but a comprehensive assessment of their association with cause-specific mortality over multiple years of study is lacking. Objective: To comprehensively evaluate the association of county-level tropical cyclone exposure and death rates from various causes in the US. Design, Setting, and Participants: A retrospective observational study using a Bayesian conditional quasi-Poisson model to examine how tropical cyclones were associated with monthly death rates. Data from 33.6 million deaths in the US were collected from the National Center for Health Statistics over 31 years (1988-2018), including residents of the 1206 counties in the US that experienced at least 1 tropical cyclone during the study period. Exposures: Tropical cyclone days per county-month, defined as number of days in a month with a sustained maximal wind speed 34 knots or greater. Main Outcomes and Measures: Monthly cause-specific county-level death rates by 6 underlying causes of death: cancers, cardiovascular diseases, infectious and parasitic diseases, injuries, neuropsychiatric conditions, and respiratory diseases. The model yielded information about the association between each additional cyclone day per month and monthly county-level mortality compared with the same county-month in different years, up to 6 months after tropical cyclones, and how these estimated associations varied by age, sex, and social vulnerability. The unit of analysis was county-month. Results: There were 33 619 393 deaths in total (16 691 681 females and 16 927 712 males; 8 587 033 aged 0-64 years and 25 032 360 aged 65 years or older) from the 6 causes recorded in 1206 US counties. There was a median of 2 tropical cyclone days experienced in total in included US counties. Each additional cyclone day was associated with increased death rates in the month following the cyclone for injuries (3.7% [95% credible interval {CrI}, 2.5%-4.9%]; 2.0 [95% CrI, 1.3-2.7] additional deaths per 1 000 000 for 2018 monthly age-standardized median rate [DPM]; 54.3 to 56.3 DPM), infectious and parasitic diseases (1.8% [95% CrI, 0.1%-3.6%]; 0.2 [95% CrI, 0.0-0.4] additional DPM; 11.7 to 11.9 DPM), respiratory diseases (1.3% [95% CrI, 0.2%-2.4%]; 0.6 [95% CrI, 0.1-1.1] additional DPM; 44.9 to 45.5 DPM), cardiovascular diseases (1.2% [95% CrI, 0.6%-1.7%]; 1.5 [95% CrI, 0.8-2.2] additional DPM; 129.6 to 131.1 DPM), neuropsychiatric conditions (1.2% [95% CrI, 0.1%-2.4%]; 0.6 [95% CrI, 0.1-1.2] additional DPM; 52.1 to 52.7 DPM), with no change for cancers (-0.3% [95% CrI, -0.9% to 0.3%]; -0.3 [95% CrI, -0.9 to 0.3] additional DPM; 100.4 to 100.1 DPM). Conclusions and Relevance: Among US counties that experienced at least 1 tropical cyclone from 1988-2018, each additional cyclone day per month was associated with modestly higher death rates in the months following the cyclone for several causes of death, including injuries, infectious and parasitic diseases, cardiovascular diseases, neuropsychiatric conditions, and respiratory diseases.
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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 OpenQuestion graph.