ArticlePLoS medicine2020
Socioeconomic level and associations between heat exposure and all-cause and cause-specific hospitalization in 1,814 Brazilian cities: A nationwide case-crossover study.
Article in PLoS medicine, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 33 papers, 4 of them syntheses that pooled it.
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Who cites it
33 citing papers in PubMed, 4 syntheses or guidelines pooled it.
- Building the model: a review of input structures in extreme temperature-health.Environmental health : a global access science source · 2026Pooled it
- The impact of climate change on mental health in vulnerable groups: a systematic review.BMC psychology · 2025Pooled it
- The effect of high temperatures on risk of hospitalization in northern Vietnam.Environmental science and pollution research international · 2022Pooled it
- Recent Techniques in Determining the Effects of Climate Change on Depressive Patients: A Systematic Review.Journal of environmental and public health · 2022Pooled it
- Association between ambient temperature and all-cause hospitalization by functional status in Japan: A time-stratified case-crossover study.Environmental epidemiology (Philadelphia, Pa.) · 2026Article
- Review
- Temperature Variability and Chronic Obstructive Pulmonary Disease: The China Pulmonary Health Study.Environment & health (Washington, D.C.) · 2026Article
- CVD Environmental Health Disparities Tool: systematic evidence mapping of psychosocial stressors, environmental exposures, and cardiovascular diseases to inform disparities research and action.Environmental health : a global access science source · 2026Review
- Modifying effects of PMScientific reports · 2025Article
- From inequalities to vulnerability paradoxes: juxtaposing older adults' heat mortality risk and heat experiences.Environmental health : a global access science source · 2025Article
- Does socioeconomic and environmental burden affect vulnerability to extreme air pollution and heat? A case-crossover study of mortality in California.Journal of exposure science & environmental epidemiology · 2025Article
- Sociodemographic and geographic inequalities in exposure to projected hot and extreme summer days in England: A nationwide socio-spatial analysis.Environment international · 2025Article
- Impact of Heat on Respiratory Hospitalizations among Older Adults in 120 Large U.S. Urban Areas.Annals of the American Thoracic Society · 2025Article
- Intersecting risks: A longitudinal analysis of climate exposure, social vulnerability, and mental health in the Texas Gulf Coast.Frontiers in public health · 2025Article
- Leveraging data science and machine learning for urban climate adaptation in two major African cities: a HEBMJ open · 2024Article
- Heat Exposure and Cause-Specific Hospital Admissions in Spain: A Nationwide Cross-Sectional Study.Environmental health perspectives · 2024Article
- Impact of heat on mental health emergency visits: a time series study from all public emergency centres, in Curitiba, Brazil.BMJ open · 2023Article
- Ambient temperature and seasonal variation in inpatient mortality from respiratory diseases: a retrospective observational study.The Lancet regional health. Europe · 2023Article
- 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
- Environmental stress, minority status, and local poverty: risk factors for mental health in Berlin's inner city.European archives of psychiatry and clinical neuroscience · 2023Article
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Authors and funding
7 authors.
Funding
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Abstract
backgroundHeat exposure, which will increase with global warming, has been linked to increased risk of a range of types of cause-specific hospitalizations. However, little is known about socioeconomic disparities in vulnerability to heat. We aimed to evaluate whether there were socioeconomic disparities in vulnerability to heat-related all-cause and cause-specific hospitalization among Brazilian cities. METHODS AND
findingsWe collected daily hospitalization and weather data in the hot season (city-specific 4 adjacent hottest months each year) during 2000-2015 from 1,814 Brazilian cities covering 78.4% of the Brazilian population. A time-stratified case-crossover design modeled by quasi-Poisson regression and a distributed lag model was used to estimate city-specific heat-hospitalization association. Then meta-analysis was used to synthesize city-specific estimates according to different socioeconomic quartiles or levels. We included 49 million hospitalizations (58.5% female; median [interquartile range] age: 33.3 [19.8-55.7] years). For cities of lower middle income (LMI), upper middle income (UMI), and high income (HI) according to the World Bank's classification, every 5°C increase in daily mean temperature during the hot season was associated with a 5.1% (95% CI 4.4%-5.7%, P < 0.001), 3.7% (3.3%-4.0%, P < 0.001), and 2.6% (1.7%-3.4%, P < 0.001) increase in all-cause hospitalization, respectively. The inter-city socioeconomic disparities in the association were strongest for children and adolescents (0-19 years) (increased all-cause hospitalization risk with every 5°C increase [95% CI]: 9.9% [8.7%-11.1%], P < 0.001, in LMI cities versus 5.2% [4.1%-6.3%], P < 0.001, in HI cities). The disparities were particularly evident for hospitalization due to certain diseases, including ischemic heart disease (increase in cause-specific hospitalization risk with every 5°C increase [95% CI]: 5.6% [-0.2% to 11.8%], P = 0.060, in LMI cities versus 0.5% [-2.1% to 3.1%], P = 0.717, in HI cities), asthma (3.7% [0.3%-7.1%], P = 0.031, versus -6.4% [-12.1% to -0.3%], P = 0.041), pneumonia (8.0% [5.6%-10.4%], P < 0.001, versus 3.8% [1.1%-6.5%], P = 0.005), renal diseases (9.6% [6.2%-13.1%], P < 0.001, versus 4.9% [1.8%-8.0%], P = 0.002), mental health conditions (17.2% [8.4%-26.8%], P < 0.001, versus 5.5% [-1.4% to 13.0%], P = 0.121), and neoplasms (3.1% [0.7%-5.5%], P = 0.011, versus -0.1% [-2.1% to 2.0%], P = 0.939). The disparities were similar when stratifying the cities by other socioeconomic indicators (urbanization rate, literacy rate, and household income). The main limitations were lack of data on personal exposure to temperature, and that our city-level analysis did not assess intra-city or individual-level socioeconomic disparities and could not exclude confounding effects of some unmeasured variables.
conclusionsLess developed cities displayed stronger associations between heat exposure and all-cause hospitalizations and certain types of cause-specific hospitalizations in Brazil. This may exacerbate the existing geographical health and socioeconomic inequalities under a changing climate.
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