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What drives cold-related excess mortality in a south Asian tropical monsoon climate–season vs. temperatures and diurnal temperature changes

机译:是什么导致南亚热带季风气候季节与温度和昼夜温度变化有关的与寒冷相关的过高死亡率

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摘要

Despite the tropical climate which is characterized by generally high temperatures and persistent mild temperatures during the winter season, Bangladesh, along with many other tropical countries, experiences strong winter and cold-related excess mortality. The objective of this paper was to analyse the nature of these cold effects and understand the role of season vs. temperature and diurnal changes in temperature. For approaching these questions, we applied different Poisson regression models. Temperature as well as diurnal temperature range (DTR) were considered as predictor variables. Different approaches to seasonality adjustment were evaluated and special consideration was given to seasonal differences in atmospheric effects. Our findings show that >while seasonality adjustment affected the magnitude of cold effects, cold-related mortality persisted regardless the adjustment approach. Strongest effects of low temperatures were observed at the same day (lag 1) with an increase of 1.7% (95% CI = 0.86–2.54%) per 1 °C decrease in temperature during the winter season. Diurnal temperature affected mortality with increasing levels at higher ranges. Mortality increased with 0.97% (95% CI = 0.17–1.75%) when looking at the entire season, but effects of DTR were not significant during winter when running a seasonal model. Different from effects observed in the mid-latitudes, cold effects in Bangladesh occurred on a very short time scale highlighting the role of temperature versus season. Insufficient adaptation with regard to housing and clothing might lead to such cold-related increases in mortality despite rather moderate temperature values. Although the study did not demonstrate an effect of DTR during the cold season, the strong correlation with (minimum) temperature might cause a multicollinearity problem and effects are difficult to attribute to one driver.
机译:尽管热带气候通常以高温和冬季持续的温和为特征,但孟加拉国以及许多其他热带国家却经历了严峻的冬季和与寒冷有关的额外死亡率。本文的目的是分析这些寒冷影响的性质,并了解季节与温度的关系以及温度的日变化。为了解决这些问题,我们应用了不同的泊松回归模型。温度和昼夜温度范围(DTR)被视为预测变量。对季节性调整的不同方法进行了评估,并特别考虑了大气影响的季节性差异。我们的研究结果表明,> w 季节性调整影响感冒影响的程度,而无论采用何种调整方法,与感冒相关的死亡率均持续存在。在同一天(滞后1)观察到低温的最强影响,冬季每降低1°C,温度升高1.7%(95%CI = 0.86-2.54%)。昼夜温度会随着死亡率的升高而影响死亡率。从整个季节来看,死亡率增加了0.97%(95%CI = 0.17-1.75%),但冬季运行季节模型时DTR的影响并不明显。与在中纬度地区观察到的影响不同,孟加拉国在很短的时间内发生了寒冷影响,突显了温度与季节的关系。尽管温度值适中,但对房屋和衣服的适应不足可能导致这种与寒冷有关的死亡率增加。尽管研究没有显示出在寒冷季节DTR的影响,但与(最低)温度的强相关性可能会引起多重共线性问题,并且难以将影响归因于一名驾驶员。

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