ArticlePLoS medicine2020
Temporal trends of the association between ambient temperature and hospitalisations for cardiovascular diseases in Queensland, Australia from 1995 to 2016: A time-stratified 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 34 papers, 3 of them syntheses that pooled it.
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34 citing papers in PubMed, 3 syntheses or guidelines pooled it, 87 citations in OpenAlex.
- Urban heat island impacts on heat-related cardiovascular morbidity: A time series analysis of older adults in US metropolitan areas.Environment international · 2023Pooled it
- Spatial distribution and driving factors of the associations between temperature and influenza-like illness in the United States: a time-stratified case-crossover study.BMC public health · 2023Pooled it
- The effect of high temperatures on risk of hospitalization in northern Vietnam.Environmental science and pollution research international · 2022Pooled it
- Mortality risk associated with heatwave exposure based on daily maximum, minimum, and combined temperature thresholds.European journal of public health · 2026Article
- Temporal trends and disparities in heat-related cardiovascular mortality in the United States (1999-2024): a CDC WONDER analysis.Frontiers in cardiovascular medicine · 2026Article
- Impact of extreme temperature on hospitalization for cardiovascular diseases in Lanzhou, China.BMC public health · 2025Article
- Article
- Low climate-patterned temperature and cardiovascular disease: Worldwide trends and implications for public health policy.International journal of cardiology. Cardiovascular risk and prevention · 2025Article
- Machine learning-based forecasting of daily acute ischemic stroke admissions using weather data.NPJ digital medicine · 2025Article
- Epidemiology of Ischemic Heart Disease Burden Attributable to High Temperature in Asia From GBD 2021.JACC. Asia · 2025Article
- Individual effects and interactions between ultrafine particles and extreme temperatures on hospital admissions of high burden diseases.Environment international · 2025Article
- Impact of extreme heat on health in Australia: a scoping review.BMC public health · 2025Article
- Association between meteorological factors, air pollutants and daily hospitalizations of coronary heart disease in rural areas of southern Xinjiang, China.Frontiers in public health · 2025Article
- Cardiovascular morbidity risk attributable to thermal stress: analysis of emergency ambulance dispatch data from Shenzhen, China.BMC public health · 2024Article
- Effects of ambient temperature on pediatric incident seizure: A case-crossover analysis using distributed lag non-linear models.Environmental research · 2024Article
- Associations of short-term ambient temperature exposure with lung function in middle-aged and elderly people: A longitudinal study in China.Eco-Environment & Health · 2024Article
- Heat and Cardiovascular Mortality: An Epidemiological Perspective.Circulation research · 2024Article
- Temporal-spatial distribution characteristics and associated socioeconomic factors of visiting frequency for rural patients with hypertension in Fujian Province, Southeast China.BMC public health · 2024Article
- The threaten of typhoons to the health of residents in inland areas: a study on the vulnerability of residents to death risk during typhoon "Lekima" : In Jinan, China.BMC public health · 2024Article
- Association between traffic-related air pollution and osteoporotic fracture hospitalizations in inland and coastal areas: evidences from the central areas of two cities in Shandong Province, China.Archives of osteoporosis · 2023Article
Corrections and comments
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Authors and funding
6 authors at 2 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundIn the context of global warming, studies have turned to assess the temporal trend of the association between temperature and health outcomes, which can be used to reflect whether human beings have adapted to the local temperature. However, most studies have only focused on hot temperature and mortality. We aim to investigate the temporal variations in the association between ambient temperature and hospitalisations for cardiovascular diseases in Queensland, Australia from 1995 to 2016. METHODS AND
findingsWe obtained data on 1,855,717 cardiovascular hospitalisations (mean age: 65.9 years, 42.7% female) from all 443 postal areas in Queensland, Australia between January 1, 1995 and December 31, 2016. Grid-level meteorological data were downloaded from scientific information for landowners. We used a time-stratified case-crossover design fitted with a conditional quasi-Poisson regression model and time-varying distributed lag nonlinear model (DLNM) to evaluate the association between temperature and cardiovascular hospitalisations and the temporal trends of the associations. Stratified analyses were performed in different age, sex, and climate zones. In all groups, relative risks (RRs) of cardiovascular hospitalisations associated with high temperatures (heat effects) increased, but cold effects showed a decreasing trend from 1995 to 2016. The increasing magnitude of heat effects was larger (p = 0.002) in men than in women and larger (p < 0.001) in people aged ≤69 years than in those aged ≥70 years. There was no apparent difference amongst different climate zones. The study was limited by the switch from ICD-9 to ICD-10 coding systems, by being unable to separate first-time hospitalisation from repeated hospitalisations, and possibly by confounding by air pollution or by influenza infections.
conclusionThe impacts of cold temperatures on cardiovascular hospitalisations have decreased, but the impacts of high temperatures have increased in Queensland, Australia. The findings highlight that Queensland people have adapted to the impacts of cold temperatures, but not high temperatures. The burden of cardiovascular hospitalisations due to high temperatures is likely to increase in the context of global warming.
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