Bobb Jennifer F, Peng Roger D, Bell Michelle L, Dominici Francesca
Department of Biostatistics, Harvard School of Public Health, Boston, Massachusetts, USA.
Environ Health Perspect. 2014 Aug;122(8):811-6. doi: 10.1289/ehp.1307392. Epub 2014 Apr 29.
In a changing climate, increasing temperatures are anticipated to have profound health impacts. These impacts could be mitigated if individuals and communities adapt to changing exposures; however, little is known about the extent to which the population may be adapting.
We investigated the hypothesis that if adaptation is occurring, then heat-related mortality would be decreasing over time.
We used a national database of daily weather, air pollution, and age-stratified mortality rates for 105 U.S. cities (covering 106 million people) during the summers of 1987-2005. Time-varying coefficient regression models and Bayesian hierarchical models were used to estimate city-specific, regional, and national temporal trends in heat-related mortality and to identify factors that might explain variation across cities.
On average across cities, the number of deaths (per 1,000 deaths) attributable to each 10°F increase in same-day temperature decreased from 51 [95% posterior interval (PI): 42, 61] in 1987 to 19 (95% PI: 12, 27) in 2005. This decline was largest among those ≥ 75 years of age, in northern regions, and in cities with cooler climates. Although central air conditioning (AC) prevalence has increased, we did not find statistically significant evidence of larger temporal declines among cities with larger increases in AC prevalence.
The population has become more resilient to heat over time. Yet even with this increased resilience, substantial risks of heat-related mortality remain. Based on 2005 estimates, an increase in average temperatures by 5°F (central climate projection) would lead to an additional 1,907 deaths per summer across all cities.
在气候变化的背景下,预计气温升高将对健康产生深远影响。如果个人和社区能够适应不断变化的暴露情况,这些影响可能会得到缓解;然而,对于人群的适应程度知之甚少。
我们研究了这样一个假设,即如果适应正在发生,那么与高温相关的死亡率将随时间下降。
我们使用了一个全国性数据库,其中包含1987 - 2005年夏季美国105个城市(覆盖1.06亿人口)的每日天气、空气污染和按年龄分层的死亡率数据。使用时变系数回归模型和贝叶斯分层模型来估计特定城市、区域和全国范围内与高温相关死亡率的时间趋势,并确定可能解释城市间差异的因素。
在所有城市中,当日气温每升高10°F导致的死亡人数(每1000例死亡)平均从1987年的51例[95%后验区间(PI):42, 61]降至2005年的19例(95% PI:12, 27)。这种下降在75岁及以上人群、北部地区以及气候较凉爽的城市中最为明显。尽管中央空调(AC)的普及率有所上升,但我们没有发现统计学上显著的证据表明,在AC普及率上升幅度较大的城市中,与高温相关死亡率的时间下降幅度更大。
随着时间的推移,人群对高温的适应能力有所增强。然而,即使适应能力有所提高,与高温相关的死亡风险仍然很大。根据2005年的估计,平均气温升高5°F(气候中心预测)将导致所有城市每年夏季额外增加190