ArticleInternational journal of environmental research and public health2016
Impact of Heat Wave Definitions on the Added Effect of Heat Waves on Cardiovascular Mortality in Beijing, China.
Article in International journal of environmental research and public health, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers, 2 of them syntheses that pooled it.
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Who cites it
11 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Sex differences in the impact of extreme heat on cardiovascular disease outcomes: a systematic review and meta-analysis.Environmental health : a global access science source · 2025Pooled it
- The Mortality Effect of Apparent Temperature: A Multi-City Study in Asia.International journal of environmental research and public health · 2021Pooled it
- Non optimal temperatures and chronic cardiovascular diseases.Seminars in immunopathology · 2026Review
- Challenges posed by climate hazards to cardiovascular health and cardiac intensive care: implications for mitigation and adaptation.European heart journal. Acute cardiovascular care · 2024Review
- Association Between Extreme Heat and Outpatient Visits for Mental Disorders: A Time-Series Analysis in Guangzhou, China.GeoHealth · 2024Article
- Heat and Cardiovascular Mortality: An Epidemiological Perspective.Circulation research · 2024Article
- The main and added effects of heat on mortality in 33 Chinese cities from 2007 to 2013.Frontiers of environmental science & engineering · 2023Article
- The association between drought conditions and increased occupational psychosocial stress among U.S. farmers: An occupational cohort study.The Science of the total environment · 2021Article
- Heat illness data strengthens vulnerability maps.BMC public health · 2021Article
- Article
- Is Sensible Heat Flux Useful for the Assessment of Thermal Vulnerability in Seoul (Korea)?International journal of environmental research and public health · 2020Article
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Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Heat waves are associated with increased mortality, however, few studies have examined the added effect of heat waves. Moreover, there is limited evidence for the influence of different heat wave definitions (HWs) on cardiovascular mortality in Beijing, the capital of China. The aim of this study was to find the best HW definitions for cardiovascular mortality, and we examined the effect modification by an individual characteristic on cardiovascular mortality in Beijing, a typical northern city in China. We applied a Poisson generalized additive approach to estimate the differences in cardiovascular mortality during heat waves (using 12 HWs) compared with non-heat-wave days in Beijing from 2006 to 2009. We also validated the model fit by checking the residuals to ensure that the autocorrelation was successfully removed. In addition, the effect modifications by individual characteristics were explored in different HWs. Our results showed that the associations between heat waves and cardiovascular mortality differed from different HWs. HWs using the 93th percentile of the daily average temperature (27.7 °C) and a duration ≥5 days had the greatest risk, with an increase of 18% (95% confidence interval (CI): 6%, 31%) in the overall population, 24% (95% CI: 10%, 39%) in an older group (ages ≥65 years), and 22% (95% CI: 3%, 44%) in a female group. The added effect of heat waves was apparent after 5 consecutive heat wave days for the overall population and the older group. Females and the elderly were at higher risk than males and younger subjects (ages <65 years). Our findings suggest that heat wave definitions play a significant role in the relationship between heat wave and cardiovascular mortality. Using a suitable definition may have implications for designing local heat early warning systems and protecting the susceptible populations during heat waves.
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