Time series analysis of the association between ambient temperature and cerebrovascular morbidity in the elderly in Shanghai, China

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作者
Xian-Jing Zhang
Wei-Ping Ma
Nai-Qing Zhao
Xi-Ling Wang
机构
[1] Shanghai Insurance Medical Center,Department of Biostatistics
[2] School of Public Health and Key Laboratory of Public Health Safety,Department of Genetics and Genomics Sciences
[3] Fudan University,undefined
[4] Icahn School of Medicine at Mount Sinai,undefined
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Research on the association between ambient temperature and cerebrovascular morbidity is scarce in China. In this study, we applied mixed generalized additive model (MGAM) to daily counts of cerebrovascular disease of Shanghai residents aged 65 years or older from 2007–2011, stratified by gender. Weighted daily mean temperature up to lags of one week was smoothed by natural cubic spline and was added into the model to assess both linear and nonlinear effects of temperature. We found that when the mean temperature increased by 1 °C, the male cases of cerebrovascular disease reduced by 0.95% (95% Confidence Interval (CI): 0.80%, 1.10%) or reduced by 0.34% (95% CI: −0.68, 1.36%) in conditions of temperature was below or above 27 °C. However, for every 1 °C increase in temperature, the female cases of cerebrovascular disease increased by 0.34% (95% CI: −0.26%, 0.94%) or decreased by 0.92% (95% CI: 0.72, 1.11%) in conditions of temperature was below or above 8 °C, respectively. Temperature and cerebrovascular morbidity is negatively associated in Shanghai. MGAM is recommended in assessing the association between environmental hazards and health outcomes in time series studies.
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