From the Department of Public Health Environments and Society, London School of Hygiene & Tropical Medicine, London, United Kingdom.
Centre for Statistical Methodology, London School of Hygiene & Tropical Medicine, London, United Kingdom.
Epidemiology. 2020 Nov;31(6):779-787. doi: 10.1097/EDE.0000000000001241.
Air conditioning has been proposed as one of the key factors explaining reductions of heat-related mortality risks observed in the last decades. However, direct evidence is still limited.
We used a multi-country, multi-city, longitudinal design to quantify the independent role of air conditioning in reported attenuation in risk. We collected daily time series of mortality, mean temperature, and yearly air conditioning prevalence for 311 locations in Canada, Japan, Spain, and the USA between 1972 and 2009. For each city and sub-period, we fitted a quasi-Poisson regression combined with distributed lag non-linear models to estimate summer-only temperature-mortality associations. At the second stage, we used a novel multilevel, multivariate spatio-temporal meta-regression model to evaluate effect modification of air conditioning on heat-mortality associations. We computed relative risks and fractions of heat-attributable excess deaths under observed and fixed air conditioning prevalences.
Results show an independent association between increased air conditioning prevalence and lower heat-related mortality risk. Excess deaths due to heat decreased during the study periods from 1.40% to 0.80% in Canada, 3.57% to 1.10% in Japan, 3.54% to 2.78% in Spain, and 1.70% to 0.53% in the USA. However, increased air conditioning explains only part of the observed attenuation, corresponding to 16.7% in Canada, 20.0% in Japan, 14.3% in Spain, and 16.7% in the USA.
Our findings are consistent with the hypothesis that air conditioning represents an effective heat adaptation strategy, but suggests that other factors have played an equal or more important role in increasing the resilience of populations.
空调被认为是解释过去几十年中与热相关的死亡率降低的关键因素之一。然而,直接证据仍然有限。
我们使用多国多城市纵向设计来量化空调在报告的风险降低中独立作用。我们收集了 1972 年至 2009 年间加拿大、日本、西班牙和美国 311 个地点的每日死亡率、平均温度和年度空调普及率的时间序列数据。对于每个城市和子时期,我们拟合了一个拟泊松回归模型,结合分布式滞后非线性模型,以估计夏季仅与温度相关的死亡率关联。在第二阶段,我们使用一种新颖的多层次、多变量时空荟萃回归模型来评估空调对热死亡率关联的效应修饰。我们计算了在观察到的和固定的空调普及率下,归因于热的超额死亡的相对风险和分数。
结果表明,空调普及率的增加与较低的与热相关的死亡率风险之间存在独立关联。在研究期间,加拿大因热导致的超额死亡从 1.40%降至 0.80%,日本从 3.57%降至 1.10%,西班牙从 3.54%降至 2.78%,美国从 1.70%降至 0.53%。然而,空调的增加仅解释了观察到的衰减的一部分,分别对应于加拿大的 16.7%、日本的 20.0%、西班牙的 14.3%和美国的 16.7%。
我们的发现与空调代表一种有效的热适应策略的假设一致,但表明其他因素在提高人口的弹性方面发挥了同等或更重要的作用。