ArticleBMJ (Clinical research ed.)2018
Association between ambient temperature and mortality risk and burden: time series study in 272 main Chinese cities.
Article in BMJ (Clinical research ed.), 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 2 registered trials, which are not on this map. Cited by 231 papers, 13 of them syntheses that pooled it.
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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.
Characterization of the Spatial Distribution and Drivers of the Association of Meteorological Factors and Air Pollution with the Number of First Aiders
Chinese Migrant Population Health Cohort
Who cites it
231 citing papers in PubMed, 13 syntheses or guidelines pooled it.
- Hourly level analysis of the effects of temperature extremes on emergency ambulance calls.Journal of global health · 2025Pooled it
- Effect modifiers of the temperature-mortality association for general and older adults population of Brazil's metropolitan areas.Cadernos de saude publica · 2025Pooled it
- Pooled it
- Association between temperature and mortality: a multi-city time series study in Sichuan Basin, southwest China.Environmental health and preventive medicine · 2024Pooled it
- Impacts of exposure to humidex on cardiovascular mortality: a multi-city study in Southwest China.BMC public health · 2023Pooled 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
- 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
- Heatwave Definition and Impact on Cardiovascular Health: A Systematic Review.Public health reviews · 2023Pooled it
- Higher Daily Air Temperature Is Associated with Shorter Leukocyte Telomere Length: KORA F3 and KORA F4.Environmental science & technology · 2022Pooled it
- Impact of Short-Term Exposure to Extreme Temperatures on Mortality: A Multi-City Study in Belgium.International journal of environmental research and public health · 2022Pooled it
- The effect of high temperatures on risk of hospitalization in northern Vietnam.Environmental science and pollution research international · 2022Pooled it
- Comparative analysis of daily and hourly temperature variability in association with all-cause and cardiorespiratory mortality in 45 US cities.Environmental science and pollution research international · 2022Pooled it
- Cold Spells and Cause-Specific Mortality in 47 Japanese Prefectures: A Systematic Evaluation.Environmental health perspectives · 2021Pooled it
- Mapping the Burden of Ischemic Stroke Attributable to Temperature Variation under Climate Change Scenarios Accounting for Long-Term Adaptation.Environmental health perspectives · 2026Article
- Article
- Association between extreme temperature events and intrinsic capacity trajectories among middle-aged and older adults: the China Health and Retirement Longitudinal Study (CHARLS).BMC public health · 2026Article
- The dividend period of climate change-related mortality in China is coming to an end.Fundamental research · 2026Article
- Epidemiologically validated spatial modelling reveals fine-scale heat health risks.Environmental science and ecotechnology · 2026Article
- Peripheral skin temperature during hospitalization and allergic disorders in non-NICU neonates >35 weeks.iScience · 2026Article
- Diurnal temperature range and daily mean temperature in relation to multimorbidity among middle-aged or older Chinese adults: insights from the CHARLS.BMC public health · 2026Article
171 more citing papers are in PubMed but not listed here.
Corrections and comments
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Authors and funding
13 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
objectivesTo examine the association between temperature and cause specific mortality, and to quantify the corresponding disease burden attributable to non-optimum ambient temperatures.
designTime series analysis.
setting272 main cities in China. POPULATION: Non-accidental deaths in 272 cities covered by the Disease Surveillance Point System of China, from January 2013 to December 2015. MAIN OUTCOMES AND MEASURES: Daily numbers of deaths from all non-accidental causes and main cardiorespiratory diseases. Potential effect modifiers included demographic, climatic, geographical, and socioeconomic characteristics. The analysis used distributed lag non-linear models to estimate city specific associations, and multivariate meta-regression analysis to obtain the effect estimates at national and regional levels.
results1 826 186 non-accidental deaths from total causes were recorded in the study period. Temperature and mortality consistently showed inversely J shaped associations. At the national average level, relative to the minimum mortality temperature (22.8°C, 79.1st centile), the mortality risk of extreme cold temperature (at -1.4°C, the 2.5th centile) lasted for more than 14 days, whereas the risk of extreme hot temperature (at 29.0°C, the 97.5th centile) appeared immediately and lasted for two to three days. 14.33% of non-accidental total mortality was attributable to non-optimum temperatures, of which moderate cold (ranging from -1.4 to 22.8°C), moderate heat (22.8 to 29.0°C), extreme cold (-6.4 to -1.4°C), and extreme heat (29.0 to 31.6°C) temperatures corresponded to attributable fractions of 10.49%, 2.08%, 1.14%, and 0.63%, respectively. The attributable fractions were 17.48% for overall cardiovascular disease, 18.76% for coronary heart disease, 16.11% for overall stroke, 14.09% for ischaemic stroke, 18.10% for haemorrhagic stroke, 10.57% for overall respiratory disease, and 12.57% for chronic obstructive pulmonary diseases. The mortality risk and burden were more prominent in the temperate monsoon and subtropical monsoon climatic zones, in specific subgroups (female sex, age ≥75 years, and ≤9 years spent in education), and in cities characterised by higher urbanisations rates and shorter durations of central heating.
conclusionsThis nationwide study provides a comprehensive picture of the non-linear associations between ambient temperature and mortality from all natural causes and main cardiorespiratory diseases, as well as the corresponding disease burden that is mainly attributable to moderate cold temperatures in China. The findings on vulnerability characteristics can help improve clinical and public health practices to reduce disease burden associated with current and future abnormal weather.
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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.