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Impact of air pollutants on influenza‐like illness outpatient visits under COVID‐19 pandemic in the subcenter of Beijing, China
This study aimed to explore the association between air pollutants and outpatient visits for influenza‐like illnesses (ILI) under the coronavirus disease 2019 (COVID‐19) stage in the subcenter of Beijing. The data on ILI in the subcenter of Beijing from January 1, 2018 to December 31, 2020 were obta...
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Published in: | Journal of medical virology 2023-02, Vol.95 (2), p.e28514-n/a |
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creator | Lian, Xin−Yao Xi, Lu Zhang, Zhong−Song Yang, Li−Li Du, Juan Cui, Yan Li, Hong−Jun Zhang, Wan−Xue Wang, Chao Liu, Bei Yang, Yan−Na Cui, Fuqiang Lu, Qing−Bin |
description | This study aimed to explore the association between air pollutants and outpatient visits for influenza‐like illnesses (ILI) under the coronavirus disease 2019 (COVID‐19) stage in the subcenter of Beijing. The data on ILI in the subcenter of Beijing from January 1, 2018 to December 31, 2020 were obtained from the Beijing Influenza Surveillance Network. A generalized additive Poisson model was applied to examine the associations between the concentrations of air pollutants and daily outpatient visits for ILI when controlling meteorological factors and temporal trend. A total of 171 943 ILI patients were included. In the pre‐coronavirus disease 2019 (COVID‐19) stage, an increased risk of ILI outpatient visits was associated to a high air quality index (AQI) and the high concentrations of particulate matter less than 2.5 (PM2.5), particulate matter 10 (PM10), sulphur dioxide (SO2), nitrogen dioxide (NO2), and carbon monoxide (CO), and a low concentration of ozone (O3) on lag0 day and lag1 day, while a higher increased risk of ILI outpatient visits was observed by the air pollutants in the COVID‐19 stage on lag0 day. Except for PM10, the concentrations of other air pollutants on lag1 day were not significantly associated with an increased risk of ILI outpatient visits during the COVID‐19 stage. The findings that air pollutants had enhanced immediate effects and diminished lag‐effects on the risk of ILI outpatient visits during the COVID‐19 pandemic, which is important for the development of public health and environmental governance strategies. |
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The data on ILI in the subcenter of Beijing from January 1, 2018 to December 31, 2020 were obtained from the Beijing Influenza Surveillance Network. A generalized additive Poisson model was applied to examine the associations between the concentrations of air pollutants and daily outpatient visits for ILI when controlling meteorological factors and temporal trend. A total of 171 943 ILI patients were included. In the pre‐coronavirus disease 2019 (COVID‐19) stage, an increased risk of ILI outpatient visits was associated to a high air quality index (AQI) and the high concentrations of particulate matter less than 2.5 (PM2.5), particulate matter 10 (PM10), sulphur dioxide (SO2), nitrogen dioxide (NO2), and carbon monoxide (CO), and a low concentration of ozone (O3) on lag0 day and lag1 day, while a higher increased risk of ILI outpatient visits was observed by the air pollutants in the COVID‐19 stage on lag0 day. Except for PM10, the concentrations of other air pollutants on lag1 day were not significantly associated with an increased risk of ILI outpatient visits during the COVID‐19 stage. The findings that air pollutants had enhanced immediate effects and diminished lag‐effects on the risk of ILI outpatient visits during the COVID‐19 pandemic, which is important for the development of public health and environmental governance strategies.</description><identifier>ISSN: 0146-6615</identifier><identifier>EISSN: 1096-9071</identifier><identifier>DOI: 10.1002/jmv.28514</identifier><identifier>PMID: 36661040</identifier><language>eng</language><publisher>United States: Wiley Subscription Services, Inc</publisher><subject>Air Pollutants - analysis ; Air pollution ; Air quality ; Beijing ; Carbon monoxide ; China ; China - epidemiology ; Conservation of Natural Resources ; Coronaviruses ; COVID ; COVID-19 ; COVID-19 - epidemiology ; Environmental governance ; Environmental Policy ; Humans ; ILI ; Illnesses ; Influenza ; Influenza, Human - epidemiology ; Nitrogen dioxide ; Outdoor air quality ; Outpatients ; Pandemics ; Particulate emissions ; Particulate matter ; Particulate Matter - analysis ; Pollutants ; Public health ; Risk ; Sulfur dioxide ; Sustainability ; Viral diseases ; Virology</subject><ispartof>Journal of medical virology, 2023-02, Vol.95 (2), p.e28514-n/a</ispartof><rights>2023 Wiley Periodicals LLC.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c3134-a6a7f353a6c73dcf18e479994f5f7ce5999b2c4ed6dec4ea4d9c6e7c882b7733</cites><orcidid>0000-0003-1258-3015 ; 0000-0002-2804-0827</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27924,27925</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/36661040$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Lian, Xin−Yao</creatorcontrib><creatorcontrib>Xi, Lu</creatorcontrib><creatorcontrib>Zhang, Zhong−Song</creatorcontrib><creatorcontrib>Yang, Li−Li</creatorcontrib><creatorcontrib>Du, Juan</creatorcontrib><creatorcontrib>Cui, Yan</creatorcontrib><creatorcontrib>Li, Hong−Jun</creatorcontrib><creatorcontrib>Zhang, Wan−Xue</creatorcontrib><creatorcontrib>Wang, Chao</creatorcontrib><creatorcontrib>Liu, Bei</creatorcontrib><creatorcontrib>Yang, Yan−Na</creatorcontrib><creatorcontrib>Cui, Fuqiang</creatorcontrib><creatorcontrib>Lu, Qing−Bin</creatorcontrib><title>Impact of air pollutants on influenza‐like illness outpatient visits under COVID‐19 pandemic in the subcenter of Beijing, China</title><title>Journal of medical virology</title><addtitle>J Med Virol</addtitle><description>This study aimed to explore the association between air pollutants and outpatient visits for influenza‐like illnesses (ILI) under the coronavirus disease 2019 (COVID‐19) stage in the subcenter of Beijing. The data on ILI in the subcenter of Beijing from January 1, 2018 to December 31, 2020 were obtained from the Beijing Influenza Surveillance Network. A generalized additive Poisson model was applied to examine the associations between the concentrations of air pollutants and daily outpatient visits for ILI when controlling meteorological factors and temporal trend. A total of 171 943 ILI patients were included. In the pre‐coronavirus disease 2019 (COVID‐19) stage, an increased risk of ILI outpatient visits was associated to a high air quality index (AQI) and the high concentrations of particulate matter less than 2.5 (PM2.5), particulate matter 10 (PM10), sulphur dioxide (SO2), nitrogen dioxide (NO2), and carbon monoxide (CO), and a low concentration of ozone (O3) on lag0 day and lag1 day, while a higher increased risk of ILI outpatient visits was observed by the air pollutants in the COVID‐19 stage on lag0 day. Except for PM10, the concentrations of other air pollutants on lag1 day were not significantly associated with an increased risk of ILI outpatient visits during the COVID‐19 stage. The findings that air pollutants had enhanced immediate effects and diminished lag‐effects on the risk of ILI outpatient visits during the COVID‐19 pandemic, which is important for the development of public health and environmental governance strategies.</description><subject>Air Pollutants - analysis</subject><subject>Air pollution</subject><subject>Air quality</subject><subject>Beijing</subject><subject>Carbon monoxide</subject><subject>China</subject><subject>China - epidemiology</subject><subject>Conservation of Natural Resources</subject><subject>Coronaviruses</subject><subject>COVID</subject><subject>COVID-19</subject><subject>COVID-19 - epidemiology</subject><subject>Environmental governance</subject><subject>Environmental Policy</subject><subject>Humans</subject><subject>ILI</subject><subject>Illnesses</subject><subject>Influenza</subject><subject>Influenza, Human - epidemiology</subject><subject>Nitrogen dioxide</subject><subject>Outdoor air quality</subject><subject>Outpatients</subject><subject>Pandemics</subject><subject>Particulate emissions</subject><subject>Particulate matter</subject><subject>Particulate Matter - analysis</subject><subject>Pollutants</subject><subject>Public health</subject><subject>Risk</subject><subject>Sulfur dioxide</subject><subject>Sustainability</subject><subject>Viral diseases</subject><subject>Virology</subject><issn>0146-6615</issn><issn>1096-9071</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><recordid>eNp10MtKxDAUBuAgio6XhS8gAVeCdZImTZqljreRETcy25JJTzVjm9amVXQl-AI-o09idEZ3rk44-fgP_AjtUnJECYmH8-rpKE4TylfQgBIlIkUkXUUDQrmIhKDJBtr0fk4ISVUcr6MNJsKWcDJA7-Oq0abDdYG1bXFTl2Xfadd5XDtsXVH24F7159tHaR8A27J04MNf3zW6s-A6_GS9Dbp3ObR4dDMdnwZMFW502FTWhBDc3QP2_cwEH1A4dQJ2bt3dIR7dW6e30VqhSw87y7mFbs_PbkeX0eTmYjw6nkSGUcYjLbQsWMK0MJLlpqApcKmU4kVSSANJeM5iwyEXOYShea6MAGnSNJ5JydgW2l_ENm392IPvsnndty5czGIpFY8J42lQBwtl2tr7FoqsaW2l25eMkuy77Sy0nf20HezeMrGfVZD_yd96AxguwLMt4eX_pOzqerqI_ALNm4yD</recordid><startdate>202302</startdate><enddate>202302</enddate><creator>Lian, Xin−Yao</creator><creator>Xi, Lu</creator><creator>Zhang, Zhong−Song</creator><creator>Yang, Li−Li</creator><creator>Du, Juan</creator><creator>Cui, Yan</creator><creator>Li, Hong−Jun</creator><creator>Zhang, Wan−Xue</creator><creator>Wang, Chao</creator><creator>Liu, Bei</creator><creator>Yang, Yan−Na</creator><creator>Cui, Fuqiang</creator><creator>Lu, Qing−Bin</creator><general>Wiley Subscription Services, Inc</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7QL</scope><scope>7TK</scope><scope>7U9</scope><scope>8FD</scope><scope>C1K</scope><scope>FR3</scope><scope>H94</scope><scope>K9.</scope><scope>M7N</scope><scope>P64</scope><scope>RC3</scope><orcidid>https://orcid.org/0000-0003-1258-3015</orcidid><orcidid>https://orcid.org/0000-0002-2804-0827</orcidid></search><sort><creationdate>202302</creationdate><title>Impact of air pollutants on influenza‐like illness outpatient visits under COVID‐19 pandemic in the subcenter of Beijing, China</title><author>Lian, Xin−Yao ; Xi, Lu ; Zhang, Zhong−Song ; Yang, Li−Li ; Du, Juan ; Cui, Yan ; Li, Hong−Jun ; Zhang, Wan−Xue ; Wang, Chao ; Liu, Bei ; Yang, Yan−Na ; Cui, Fuqiang ; Lu, Qing−Bin</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c3134-a6a7f353a6c73dcf18e479994f5f7ce5999b2c4ed6dec4ea4d9c6e7c882b7733</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Air Pollutants - analysis</topic><topic>Air pollution</topic><topic>Air quality</topic><topic>Beijing</topic><topic>Carbon monoxide</topic><topic>China</topic><topic>China - epidemiology</topic><topic>Conservation of Natural Resources</topic><topic>Coronaviruses</topic><topic>COVID</topic><topic>COVID-19</topic><topic>COVID-19 - epidemiology</topic><topic>Environmental governance</topic><topic>Environmental Policy</topic><topic>Humans</topic><topic>ILI</topic><topic>Illnesses</topic><topic>Influenza</topic><topic>Influenza, Human - epidemiology</topic><topic>Nitrogen dioxide</topic><topic>Outdoor air quality</topic><topic>Outpatients</topic><topic>Pandemics</topic><topic>Particulate emissions</topic><topic>Particulate matter</topic><topic>Particulate Matter - analysis</topic><topic>Pollutants</topic><topic>Public health</topic><topic>Risk</topic><topic>Sulfur dioxide</topic><topic>Sustainability</topic><topic>Viral diseases</topic><topic>Virology</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Lian, Xin−Yao</creatorcontrib><creatorcontrib>Xi, Lu</creatorcontrib><creatorcontrib>Zhang, Zhong−Song</creatorcontrib><creatorcontrib>Yang, Li−Li</creatorcontrib><creatorcontrib>Du, Juan</creatorcontrib><creatorcontrib>Cui, Yan</creatorcontrib><creatorcontrib>Li, Hong−Jun</creatorcontrib><creatorcontrib>Zhang, Wan−Xue</creatorcontrib><creatorcontrib>Wang, Chao</creatorcontrib><creatorcontrib>Liu, Bei</creatorcontrib><creatorcontrib>Yang, Yan−Na</creatorcontrib><creatorcontrib>Cui, Fuqiang</creatorcontrib><creatorcontrib>Lu, Qing−Bin</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Bacteriology Abstracts (Microbiology B)</collection><collection>Neurosciences Abstracts</collection><collection>Virology and AIDS Abstracts</collection><collection>Technology Research Database</collection><collection>Environmental Sciences and Pollution Management</collection><collection>Engineering Research Database</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Algology Mycology and Protozoology Abstracts (Microbiology C)</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>Genetics Abstracts</collection><jtitle>Journal of medical virology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Lian, Xin−Yao</au><au>Xi, Lu</au><au>Zhang, Zhong−Song</au><au>Yang, Li−Li</au><au>Du, Juan</au><au>Cui, Yan</au><au>Li, Hong−Jun</au><au>Zhang, Wan−Xue</au><au>Wang, Chao</au><au>Liu, Bei</au><au>Yang, Yan−Na</au><au>Cui, Fuqiang</au><au>Lu, Qing−Bin</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Impact of air pollutants on influenza‐like illness outpatient visits under COVID‐19 pandemic in the subcenter of Beijing, China</atitle><jtitle>Journal of medical virology</jtitle><addtitle>J Med Virol</addtitle><date>2023-02</date><risdate>2023</risdate><volume>95</volume><issue>2</issue><spage>e28514</spage><epage>n/a</epage><pages>e28514-n/a</pages><issn>0146-6615</issn><eissn>1096-9071</eissn><abstract>This study aimed to explore the association between air pollutants and outpatient visits for influenza‐like illnesses (ILI) under the coronavirus disease 2019 (COVID‐19) stage in the subcenter of Beijing. The data on ILI in the subcenter of Beijing from January 1, 2018 to December 31, 2020 were obtained from the Beijing Influenza Surveillance Network. A generalized additive Poisson model was applied to examine the associations between the concentrations of air pollutants and daily outpatient visits for ILI when controlling meteorological factors and temporal trend. A total of 171 943 ILI patients were included. In the pre‐coronavirus disease 2019 (COVID‐19) stage, an increased risk of ILI outpatient visits was associated to a high air quality index (AQI) and the high concentrations of particulate matter less than 2.5 (PM2.5), particulate matter 10 (PM10), sulphur dioxide (SO2), nitrogen dioxide (NO2), and carbon monoxide (CO), and a low concentration of ozone (O3) on lag0 day and lag1 day, while a higher increased risk of ILI outpatient visits was observed by the air pollutants in the COVID‐19 stage on lag0 day. Except for PM10, the concentrations of other air pollutants on lag1 day were not significantly associated with an increased risk of ILI outpatient visits during the COVID‐19 stage. The findings that air pollutants had enhanced immediate effects and diminished lag‐effects on the risk of ILI outpatient visits during the COVID‐19 pandemic, which is important for the development of public health and environmental governance strategies.</abstract><cop>United States</cop><pub>Wiley Subscription Services, Inc</pub><pmid>36661040</pmid><doi>10.1002/jmv.28514</doi><tpages>11</tpages><orcidid>https://orcid.org/0000-0003-1258-3015</orcidid><orcidid>https://orcid.org/0000-0002-2804-0827</orcidid></addata></record> |
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subjects | Air Pollutants - analysis Air pollution Air quality Beijing Carbon monoxide China China - epidemiology Conservation of Natural Resources Coronaviruses COVID COVID-19 COVID-19 - epidemiology Environmental governance Environmental Policy Humans ILI Illnesses Influenza Influenza, Human - epidemiology Nitrogen dioxide Outdoor air quality Outpatients Pandemics Particulate emissions Particulate matter Particulate Matter - analysis Pollutants Public health Risk Sulfur dioxide Sustainability Viral diseases Virology |
title | Impact of air pollutants on influenza‐like illness outpatient visits under COVID‐19 pandemic in the subcenter of Beijing, China |
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