ArticlePLoS medicine2019
The association between heatwaves and risk of hospitalization in Brazil: A nationwide time series study between 2000 and 2015.
Article in PLoS medicine, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 29 papers, 4 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
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
29 citing papers in PubMed, 4 syntheses or guidelines pooled it.
- A systematic review and meta-analysis of heat exposure impacts on maternal, fetal and neonatal health.Nature medicine · 2025Pooled it
- Heat exposure and hospitalizations for chronic kidney disease in China: a nationwide time series study in 261 major Chinese cities.Military Medical Research · 2023Pooled it
- The Impact of Heatwaves on Mortality and Morbidity and the Associated Vulnerability Factors: A Systematic Review.International journal of environmental research and public health · 2022Pooled it
- Association between Weather Types based on the Spatial Synoptic Classification and All-Cause Mortality in Sweden, 1991⁻2014.International journal of environmental research and public health · 2019Pooled it
- Age-specific climate sensitivity of respiratory hospitalizations in a tropical coastal city: 20-year Random Forest forecasts.International journal of biometeorology · 2026Article
- Cause-specific heat-related mortality in Rio de Janeiro city: Comparing exposure metrics and the role of exposure duration.Environmental epidemiology (Philadelphia, Pa.) · 2026Article
- Regional variations in emergency care vulnerability to summer heat.Nature communications · 2026Article
- Mortality risk associated with heatwave exposure based on daily maximum, minimum, and combined temperature thresholds.European journal of public health · 2026Article
- Associations between non-optimum temperatures and cardiovascular hospital admissions and effect modification by ambient particulate air pollution: a two-stage time-series study in China.The Lancet regional health. Western Pacific · 2026Article
- Global excess deaths associated with heatwaves in 2023 and the contribution of human-induced climate change.Innovation (Cambridge (Mass.)) · 2025Article
- A new approach to estimate the heat thresholds at the county level in China.BMC public health · 2025Article
- Ambient temperature and dengue hospitalization in Brazil: A 10-year period case time series analysis.Environmental epidemiology (Philadelphia, Pa.) · 2025Article
- Short-term ambient heat exposure and low APGAR score in newborns: A time-stratified case-crossover analysis in São Paulo state, Brazil (2013-2019).PLOS global public health · 2025Article
- Relationship between temperature and acute myocardial infarction: a time series study in Xuzhou, China, from 2018 to 2020.BMC public health · 2024Observational
- Impact of heat waves on human morbidity and hospital admissions in a city of the western mediterranean area.International archives of occupational and environmental health · 2024Article
- Heat Exposure and Cause-Specific Hospital Admissions in Spain: A Nationwide Cross-Sectional Study.Environmental health perspectives · 2024Article
- Association between ambient temperature and genitourinary emergency ambulance dispatches in Japan: A nationwide case-crossover study.Environmental epidemiology (Philadelphia, Pa.) · 2024Article
- Twenty-first-century demographic and social inequalities of heat-related deaths in Brazilian urban areas.PloS one · 2024Article
- Identifying gaps on health impacts, exposures, and vulnerabilities to climate change on human health and wellbeing in South America: a scoping review.Lancet regional health. Americas · 2023Article
- Association between meteorological factors and COVID-19 transmission in low- and middle-income countries: A time-stratified case-crossover study.Environmental research · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
8 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundTo our knowledge, no study has assessed the association between heatwaves and risk of hospitalization and how it may change over time in Brazil. We quantified the heatwave-hospitalization association in Brazil during 2000-2015. METHODS AND
findingsDaily data on hospitalization and temperature were collected from 1,814 cities (>78% of the national population) in the hottest five consecutive months during 2000-2015. Twelve types of heatwaves were defined with daily mean temperatures of ≥90th, 92.5th, 95th, or 97.5th percentiles of year-round temperature and durations of ≥2, 3, or 4 consecutive days. The city-specific association was estimated using a quasi-Poisson regression with constrained distributed lag model and then pooled at the national level using random-effect meta-analysis. Stratified analyses were performed by five regions, sex, 10 age groups, and nine cause categories. The temporal change in the heatwave-hospitalization association was assessed using a time-varying constrained distributed lag model. Of the 58,400,682 hospitalizations (59% women), 24%, 34%, 21%, and 19% of cases were aged <20, 20-39, 40-59, and ≥60 years, respectively. The city-specific year-round daily mean temperatures were 23.5 ± 2.8 °C on average, varying from 26.8 ± 1.8 °C for the 90th percentile to 28.0 ± 1.6 °C for the 97.5th percentile. We observed that the risk of hospitalization was most pronounced for heatwaves characterized by high daily temperatures and long durations across Brazil, except for the minimal association in the north (the hottest region). After controlling for temperature, the association remained for severe heatwaves in the south and southeast (cold regions). Children 0-9 years, the elderly ≥70 years, and admissions for perinatal conditions were most strongly associated with heatwaves. Over the study period, the strength of the heatwave-hospitalization association declined substantially in the south, while an apparent increase was observed in the southeast. The main limitations of this study included the lack of data on individual temperature exposure and measured air pollution.
conclusionsThere are geographic, demographic, cause-specific, and temporal variations in the heatwave-hospitalization associations across the Brazilian population. Considering the projected increase in frequency, duration, and intensity of heatwaves, future strategies should be developed, such as building early warning systems, to reduce the health risk associated with heatwaves in Brazil.
Indexed as
Identifiers
What OpenQuestion holds
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.