Research Center for Environmental Changes, Academia Sinica, Taipei 11529, Taiwan.
Department of Atmospheric Sciences, National Taiwan University, Taipei 10617, Taiwan.
Int J Environ Res Public Health. 2021 Sep 9;18(18):9506. doi: 10.3390/ijerph18189506.
Most heat-health studies identified thresholds just outside human comfort zones, which are often too low to be used in heat-warning systems for reducing climate-related health risks. We refined a generalized additive model for selecting thresholds with substantial health risk enhancement, based on Taiwan population records of 2000-2017, considering lag effects and different spatial scales. Reference-adjusted risk ratio (RaRR) is proposed, defined as the ratio between the relative risk of an essential health outcome for a threshold candidate against that for a reference; the threshold with the highest RaRR is potentially the optimal one. It was found that the wet-bulb globe temperature (WBGT) is a more sensitive heat-health indicator than temperature. At lag 0, the highest RaRR (1.66) with WBGT occurred in emergency visits of children, while that in hospital visits occurred for the working-age group (1.19), presumably due to high exposure while engaging in outdoor activities. For most sex, age, and sub-region categories, the RaRRs of emergency visits were higher than those of hospital visits and all-cause mortality; thus, emergency visits should be employed (if available) to select heat-warning thresholds. This work demonstrates the applicability of this method to facilitate the establishment of heat-warning systems at city or country scales by authorities worldwide.
大多数热健康研究确定的阈值都在人体舒适区之外,而这些阈值通常太低,无法用于降低与气候相关的健康风险的热警报系统。我们根据台湾 2000-2017 年的人口记录,基于广义加性模型,考虑滞后效应和不同的空间尺度,改进了一种用于选择具有显著健康风险增强的阈值的方法。我们提出了参考调整风险比 (RaRR),定义为候选阈值与参考阈值的基本健康结果的相对风险之比;RaRR 最高的阈值可能是最佳阈值。结果发现,湿球黑球温度 (WBGT) 比温度更敏感的热健康指标。在滞后 0 时,儿童急诊就诊的 WBGT 最高 RaRR(1.66),而工作年龄组的医院就诊的 RaRR 最高(1.19),这可能是由于从事户外活动时暴露程度较高。对于大多数性别、年龄和次区域类别,急诊就诊的 RaRR 高于医院就诊和全因死亡率;因此,应采用急诊就诊(如果可用)来选择热警报阈值。这项工作证明了该方法的适用性,有助于世界各地的当局在城市或国家范围内建立热警报系统。