Feng Jin, Cao Dawei, Zheng Dashan, Qian Zhengmin Min, Huang Cunrui, Shen Huiqing, Liu Yi, Liu Qiyong, Sun Jimin, Jiao Guangyuan, Yang Xiaoran, McMillin Stephen Edward, Wang Chongjian, Lin Hualiang, Zhang Xinri, Zhang Shiyu
Department of Epidemiology, School of Public Health, Sun Yat-sen University, Guangzhou 510080, Guangdong, China.
NHC Key Laboratory of Pneumoconiosis, Shanxi Key Laboratory of Respiratory Diseases, Department of Pulmonary and Critical Care Medicine, The First Hospital of Shanxi Medical University, Taiyuan 030000, Shanxi, China.
Sci Total Environ. 2023 Mar 10;863:160726. doi: 10.1016/j.scitotenv.2022.160726. Epub 2022 Dec 9.
Previous studies have revealed the relationship between cold spells and morbidity and mortality due to respiratory diseases, while the detrimental effects of cold spells on the length of hospital stay and hospitalization expenses remain largely unknown.
We collected hospitalization data for respiratory diseases in 11 cities of Shanxi, China during 2017-2019. In each case, exposure to meteorological variables and air pollution was estimated by the bilinear interpolation approach and inverse distance weighting method, respectively, and then averaged at the city level. Cold spells were defined as the daily mean temperature below the 10, 7.5, or 5 percentiles for at least 2 to 5 consecutive days. We applied distributed lag non-linear models combined with generalized additive models to assess cumulative effects and harvesting effects.
There were significant associations between cold spells and hospital admissions, length of hospital stay, and hospital expenses for respiratory diseases. Compared with the non-cold spell period, the overall (lag 0-21) cumulative risk of hospitalization for total respiratory diseases was 1.232 (95 % CI: 1.090, 1.394) on cold spell days, and the increased length of hospital stay and hospitalization expenses were 112.793 (95 % CI: 10.755, 214.830) days and 127.568 (95 % CI: 40.513, 214.624) thousand Chinese yuan. The overall cumulative risks of cold spells on total respiratory diseases and pneumonia were statistically significant. We further observed harvesting effects in the associations between cold spells and hospital admission, length of hospital stay, and hospitalization expenses for respiratory diseases.
Cumulative cold-spell exposure for up to three weeks is associated with hospitalization, length of hospital stay, and hospital expenses for respiratory diseases. The observed harmful effects of cold spells on respiratory diseases can be partly attributable to harvesting effects.
既往研究揭示了寒潮与呼吸系统疾病的发病率和死亡率之间的关系,而寒潮对住院时间和住院费用的不利影响在很大程度上仍不明确。
我们收集了2017 - 2019年中国山西省11个城市呼吸系统疾病的住院数据。对于每个病例,分别采用双线性插值法和反距离加权法估计气象变量和空气污染暴露情况,然后在城市层面进行平均。寒潮定义为日平均气温连续至少2至5天低于第10、7.5或5百分位数。我们应用分布滞后非线性模型结合广义相加模型来评估累积效应和收获效应。
寒潮与呼吸系统疾病患者的住院率、住院时间和住院费用之间存在显著关联。与非寒潮期相比,寒潮期间所有呼吸系统疾病的总体(滞后0 - 21天)累积住院风险为1.232(95%可信区间:1.090,1.394),住院时间延长和住院费用增加分别为112.793(95%可信区间:10.755,214.830)天和127.568(95%可信区间:40.513,214.624)千元人民币。寒潮对所有呼吸系统疾病和肺炎的总体累积风险具有统计学意义。我们进一步观察到寒潮与呼吸系统疾病患者的住院率、住院时间和住院费用之间的关联存在收获效应。
长达三周的累积寒潮暴露与呼吸系统疾病的住院率、住院时间和住院费用相关。寒潮对呼吸系统疾病的有害影响部分可归因于收获效应。