Department of Social and Environmental Health Research, London School of Hygiene and Tropical Medicine, London, United Kingdom.
Department of Social and Environmental Health Research, London School of Hygiene and Tropical Medicine, London, United Kingdom.
Environ Int. 2018 Feb;111:239-246. doi: 10.1016/j.envint.2017.11.006. Epub 2017 Dec 20.
Temporal variation of temperature-health associations depends on the combination of two pathways: pure adaptation to increasingly warmer temperatures due to climate change, and other attenuation mechanisms due to non-climate factors such as infrastructural changes and improved health care. Disentangling these pathways is critical for assessing climate change impacts and for planning public health and climate policies. We present evidence on this topic by assessing temporal trends in cold- and heat-attributable mortality risks in a multi-country investigation.
Trends in country-specific attributable mortality fractions (AFs) for cold and heat (defined as below/above minimum mortality temperature, respectively) in 305 locations within 10 countries (1985-2012) were estimated using a two-stage time-series design with time-varying distributed lag non-linear models. To separate the contribution of pure adaptation to increasing temperatures and active changes in susceptibility (non-climate driven mechanisms) to heat and cold, we compared observed yearly-AFs with those predicted in two counterfactual scenarios: trends driven by either (1) changes in exposure-response function (assuming a constant temperature distribution), (2) or changes in temperature distribution (assuming constant exposure-response relationships). This comparison provides insights about the potential mechanisms and pace of adaptation in each population.
Heat-related AFs decreased in all countries (ranging from 0.45-1.66% to 0.15-0.93%, in the first and last 5-year periods, respectively) except in Australia, Ireland and UK. Different patterns were found for cold (where AFs ranged from 5.57-15.43% to 2.16-8.91%), showing either decreasing (Brazil, Japan, Spain, Australia and Ireland), increasing (USA), or stable trends (Canada, South Korea and UK). Heat-AF trends were mostly driven by changes in exposure-response associations due to modified susceptibility to temperature, whereas no clear patterns were observed for cold.
Our findings suggest a decrease in heat-mortality impacts over the past decades, well beyond those expected from a pure adaptation to changes in temperature due to the observed warming. This indicates that there is scope for the development of public health strategies to mitigate heat-related climate change impacts. In contrast, no clear conclusions were found for cold. Further investigations should focus on identification of factors defining these changes in susceptibility.
温度与健康关联的时间变化取决于两个途径的结合:由于气候变化导致的对日益变暖的温度的纯适应,以及由于非气候因素(如基础设施变化和改善的医疗保健)导致的其他衰减机制。厘清这些途径对于评估气候变化的影响以及规划公共卫生和气候政策至关重要。我们通过在一项多国家研究中评估寒冷和炎热天气导致的死亡风险的时间趋势来提供有关此主题的证据。
使用两阶段时间序列设计和时变分布滞后非线性模型,估计了 10 个国家 305 个地点的特定国家归因死亡率分数(AF)的趋势,该分数分别为寒冷(定义为低于/高于最低死亡率温度)和炎热天气(定义为高于最低死亡率温度)。为了将纯适应不断升高的温度和易感性的主动变化(非气候驱动机制)对寒冷和炎热天气的影响分开,我们将观察到的每年的-AF 与两种反事实情景下的预测进行了比较:(1)暴露-反应函数变化驱动的趋势(假设温度分布不变),(2)或温度分布变化驱动的趋势(假设暴露-反应关系不变)。这种比较提供了有关每个人群中潜在机制和适应速度的见解。
除了澳大利亚、爱尔兰和英国,所有国家的炎热天气相关的 AF 都有所下降(第一和最后 5 年期间分别从 0.45-1.66%下降至 0.15-0.93%)。寒冷天气的情况则有所不同(AF 从 5.57-15.43%下降至 2.16-8.91%),表现为下降(巴西、日本、西班牙、澳大利亚和爱尔兰)、上升(美国)或稳定趋势(加拿大、韩国和英国)。炎热天气的 AF 趋势主要是由于温度易感性的改变导致的暴露-反应关系的变化所致,而寒冷天气的情况则没有明显的模式。
我们的研究结果表明,过去几十年中,炎热天气导致的死亡率影响有所下降,远远超出了由于观测到的变暖而导致的对温度变化的纯适应所预期的下降幅度。这表明,有必要制定公共卫生战略,以减轻与炎热天气相关的气候变化影响。相比之下,寒冷天气方面没有明确的结论。进一步的研究应侧重于确定导致这些易感性变化的因素。