TY - JOUR
T1 - Cold spells linked with respiratory disease hospitalization, length of hospital stay, and hospital expenses
T2 - Exploring cumulative and harvesting effects
AU - Feng, Jin
AU - Cao, Dawei
AU - Zheng, Dashan
AU - Qian, Zhengmin (Min)
AU - Huang, Cunrui
AU - Shen, Huiqing
AU - Liu, Yi
AU - Liu, Qiyong
AU - Sun, Jimin
AU - Jiao, Guangyuan
AU - Yang, Xiaoran
AU - McMillin, Stephen Edward
AU - Wang, Chongjian
AU - Lin, Hualiang
AU - Zhang, Xinri
AU - Zhang, Shiyu
N1 - Funding Information:
This work was supported by The Non-profit Central Research Institute Fund of Chinese Academy of Medical Science [grant numbers: 2020-PT320-005 ] and National Key R&D Program of China [grant numbers: 2018YFA0606200 ].
Publisher Copyright:
© 2022
PY - 2023/3/10
Y1 - 2023/3/10
N2 - Background: 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. Methods: 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 10th, 7.5th, or 5th 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. Results: 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. Conclusions: 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.
AB - Background: 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. Methods: 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 10th, 7.5th, or 5th 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. Results: 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. Conclusions: 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.
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U2 - 10.1016/j.scitotenv.2022.160726
DO - 10.1016/j.scitotenv.2022.160726
M3 - Article
C2 - 36502973
AN - SCOPUS:85144331978
SN - 0048-9697
VL - 863
JO - Science of the Total Environment
JF - Science of the Total Environment
M1 - 160726
ER -