Changes in Susceptibility to Heat During the Summer: A Multicountry Analysis

被引:117
作者
Gasparrini, Antonio [1 ]
Guo, Yuming [2 ]
Hashizume, Masahiro [3 ]
Lavigne, Eric [4 ]
Tobias, Aurelio [5 ]
Zanobetti, Antonella [6 ]
Schwartz, Joel D. [6 ]
Leone, Michela [7 ]
Michelozzi, Paola [7 ]
Kan, Haidong [8 ]
Tong, Shilu [9 ]
Honda, Yasushi [10 ]
Kim, Ho [11 ]
Armstrong, Ben G. [1 ]
机构
[1] London Sch Hyg & Trop Med, Dept Social & Environm Hlth Res, London WC1E 7HT, England
[2] Univ Queensland, Sch Populat Hlth, Div Epidemiol & Biostat, Brisbane, Qld, Australia
[3] Nagasaki Univ, Inst Trop Med, Dept Pediat Infect Dis, Nagasaki 852, Japan
[4] Univ Ottawa, Dept Epidemiol & Community Med, Ottawa, ON, Canada
[5] Spanish Council Sci Res CSIC, Inst Environm Assessment & Water Res IDAEA, Barcelona, Spain
[6] Harvard Univ, TH Chan Sch Publ Hlth, Dept Environm Hlth, Boston, MA 02115 USA
[7] Lazio Reg Hlth Serv, Dept Epidemiol, Rome, Italy
[8] Fudan Univ, Dept Environm Hlth, Shanghai 200433, Peoples R China
[9] Queensland Univ Technol, Inst Hlth & Biomed Innovat, Sch Publ Hlth & Social Work, Brisbane, Qld 4001, Australia
[10] Univ Tsukuba, Fac Hlth & Sport Sci, Tsukuba, Ibaraki, Japan
[11] Seoul Natl Univ, Grad Sch Publ Hlth, Seoul, South Korea
基金
英国医学研究理事会; 新加坡国家研究基金会; 澳大利亚研究理事会;
关键词
adaptation; climate change; distributed lag models; heat; mortality; temperature; AMBIENT-TEMPERATURE; MORTALITY; ACCLIMATIZATION; TIME; ASSOCIATION; EXPOSURE; DEATHS; STRESS; HOT;
D O I
10.1093/aje/kwv260
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
Few studies have examined the variation in mortality risk associated with heat during the summer. Here, we apply flexible statistical models to investigate the issue by using a large multicountry data set. We collected daily time-series data of temperature and mortality from 305 locations in 9 countries, in the period 1985-2012. We first estimated the heat-mortality relationship in each location with time-varying distributed lag non-linear models, using a bivariate spline to model the exposure-lag-response over lag 0-10. Estimates were then pooled by country through multivariate meta-analysis. Results provide strong evidence of a reduction in risk over the season. Relative risks for the 99th percentile versus the minimum mortality temperature were in the range of 1.15-2.03 in early summer. In late summer, the excess was substantially reduced or abated, with relative risks in the range of 0.97-1.41 and indications of wider comfort ranges and higher minimum mortality temperatures. The attenuation is mainly due to shorter lag periods in late summer. In conclusion, this multicountry analysis suggests a reduction of heat-related mortality risk over the summer, which can be attributed to several factors, such as true acclimatization, adaptive behaviors, or harvesting effects. These findings may have implications on public health policies and climate change health impact projections.
引用
收藏
页码:1027 / 1036
页数:10
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