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系统综述:气候-健康研究中的滞后关联。

A systematic review on lagged associations in climate-health studies.

机构信息

School of Public Health and Primary Care, The Chinese University of Hong Kong, Hong Kong, China.

Faculty of Architecture, The University of Hong Kong, Hong Kong, China.

出版信息

Int J Epidemiol. 2021 Aug 30;50(4):1199-1212. doi: 10.1093/ije/dyaa286.

Abstract

BACKGROUND

Lagged associations in climate-health studies have already been ubiquitously acknowledged in recent years. Despite extensive time-series models having proposed accounting for lags, few studies have addressed the question of maximum-lag specification, which could induce considerable deviations of effect estimates.

METHODS

We searched the PubMed and Scopus electronic databases for existing climate-health literature in the English language with a time-series or case-crossover study design published during 2000-2019 to summarize the statistical methodologies and reported lags of associations between climate variables and 14 common causes of morbidity and mortality. We also aggregated the results of the included studies by country and climate zone.

RESULTS

The associations between infectious-disease outcomes and temperatures were found to be lagged for ∼1-2 weeks for influenza, 3-6 weeks for diarrhoea, 7-12 weeks for malaria and 6-16 weeks for dengue fever. Meanwhile, the associations between both cardiovascular and respiratory diseases and hot temperatures lasted for <5 days, whereas the associations between cardiovascular diseases and cold temperatures were observed to be 10-20 days. In addition, rainfall showed a 4- to 10-week lagged association with infectious diarrheal diseases, whereas the association could be further delayed to 8-12 weeks for vector-borne diseases.

CONCLUSION

Our findings indicated some general patterns for possible lagged associations between some common health outcomes and climatic exposures, and suggested a necessity for a biologically plausible and reasonable definition of the effect lag in the modelling practices for future environmental epidemiological studies.

摘要

背景

近年来,气候与健康研究中的滞后关联已得到广泛认可。尽管已有大量时间序列模型提出要考虑滞后因素,但很少有研究能够解决最大滞后规范的问题,而该问题可能会导致效应估计值产生相当大的偏差。

方法

我们检索了 2000 年至 2019 年间以时间序列或病例交叉研究设计发表的英文气候与健康文献的 PubMed 和 Scopus 电子数据库,以总结气候变量与 14 种常见发病率和死亡率原因之间关联的统计方法和报告的滞后。我们还按国家和气候带对纳入研究的结果进行了汇总。

结果

发现传染病与温度之间的关联滞后约 1-2 周,与流感有关;滞后 3-6 周,与腹泻有关;滞后 7-12 周,与疟疾有关;滞后 6-16 周,与登革热有关。同时,心血管疾病和呼吸道疾病与高温之间的关联持续时间<5 天,而心血管疾病与低温之间的关联持续时间为 10-20 天。此外,降雨与传染性腹泻病之间存在 4-10 周的滞后关联,而对于虫媒病,关联可能进一步延迟至 8-12 周。

结论

我们的研究结果表明,一些常见健康结果与气候暴露之间可能存在滞后关联的一些普遍模式,并表明在未来环境流行病学研究中,模型构建实践需要对效应滞后进行合理且合理的生物学定义。

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