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Cold spells linked with respiratory disease hospitalization, length of hospital stay, and hospital expenses: Exploring cumulative and harvesting effects

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 respirat...

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Published in:The Science of the total environment 2023-03, Vol.863, p.160726-160726, Article 160726
Main Authors: 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
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cited_by cdi_FETCH-LOGICAL-c371t-861337204161c779867d7302d283738e1c905b7fef82230b5c1bcac2e83291af3
cites cdi_FETCH-LOGICAL-c371t-861337204161c779867d7302d283738e1c905b7fef82230b5c1bcac2e83291af3
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container_title The Science of the total environment
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creator Feng, Jin
Cao, Dawei
Zheng, Dashan
Qian, Zhengmin (Min)
Huang, Cunrui
Shen, Huiqing
Liu, Yi
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Sun, Jimin
Jiao, Guangyuan
Yang, Xiaoran
McMillin, Stephen Edward
Wang, Chongjian
Lin, Hualiang
Zhang, Xinri
Zhang, Shiyu
description 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 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. 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. [Display omitted] •Cumulative cold-spell exposure increased length of hospital stay and hospital expenses for respiratory diseases.•Harvesting effects of cold spells on respiratory diseases was found.•The effects of cold spells on respiratory diseases can be partly ascribed to harvesting effects.
doi_str_mv 10.1016/j.scitotenv.2022.160726
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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. 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. [Display omitted] •Cumulative cold-spell exposure increased length of hospital stay and hospital expenses for respiratory diseases.•Harvesting effects of cold spells on respiratory diseases was found.•The effects of cold spells on respiratory diseases can be partly ascribed to harvesting effects.</description><identifier>ISSN: 0048-9697</identifier><identifier>EISSN: 1879-1026</identifier><identifier>DOI: 10.1016/j.scitotenv.2022.160726</identifier><identifier>PMID: 36502973</identifier><language>eng</language><publisher>Netherlands: Elsevier B.V</publisher><subject>Air Pollution ; China - epidemiology ; Cold spell ; Cold Temperature ; Hospitalization ; Hospitalization expenses ; Hospitals ; Humans ; Length of hospital stay ; Length of Stay ; Respiration Disorders ; Respiratory diseases ; Respiratory Tract Diseases - epidemiology</subject><ispartof>The Science of the total environment, 2023-03, Vol.863, p.160726-160726, Article 160726</ispartof><rights>2022</rights><rights>Copyright © 2022. 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[Display omitted] •Cumulative cold-spell exposure increased length of hospital stay and hospital expenses for respiratory diseases.•Harvesting effects of cold spells on respiratory diseases was found.•The effects of cold spells on respiratory diseases can be partly ascribed to harvesting effects.</abstract><cop>Netherlands</cop><pub>Elsevier B.V</pub><pmid>36502973</pmid><doi>10.1016/j.scitotenv.2022.160726</doi><tpages>1</tpages></addata></record>
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source ScienceDirect Freedom Collection
subjects Air Pollution
China - epidemiology
Cold spell
Cold Temperature
Hospitalization
Hospitalization expenses
Hospitals
Humans
Length of hospital stay
Length of Stay
Respiration Disorders
Respiratory diseases
Respiratory Tract Diseases - epidemiology
title Cold spells linked with respiratory disease hospitalization, length of hospital stay, and hospital expenses: Exploring cumulative and harvesting effects
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