A time-series study of the association of rainfall, relative humidity and ambient temperature with hospitalizations for rotavirus and norovirus infection among children in Hong Kong

Rotavirus and norovirus are infectious pathogens primarily affecting children under 5 years old. The impact of rainfall on diarrheal diseases remains inconclusive. This study aimed to evaluate the association between short-term variation in rainfall, temperature and humidity, and rotavirus and norov...

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Veröffentlicht in:The Science of the total environment 2018-12, Vol.643, p.414-422
Hauptverfasser: Wang, Pin, Goggins, William B., Chan, Emily Y.Y.
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description Rotavirus and norovirus are infectious pathogens primarily affecting children under 5 years old. The impact of rainfall on diarrheal diseases remains inconclusive. This study aimed to evaluate the association between short-term variation in rainfall, temperature and humidity, and rotavirus and norovirus hospitalizations among young children in Hong Kong. Generalized additive negative binomial regression models with distributed lag non-linear terms, were fit with daily counts of hospital admissions due to rotavirus and norovirus infection as the outcomes and daily total rainfall and other meteorological variables as predictors, adjusting for seasonality and trend. Generally, greater rainfall was associated with fewer rotavirus, but more norovirus hospitalizations. Extreme precipitation (99.5 mm, 99th percentile) was found to be associated with 0.40 (95% confidence interval (CI) 0.20–0.79) and 1.93 (95% CI 1.21–3.09) times the risk of hospitalization due to rotavirus and norovirus infection respectively, relative to trace rainfall. Stronger associations were observed in winter for rotavirus and in summer for norovirus. The duration of association with rotavirus was notably longer than norovirus. Higher temperatures were found to be associated with fewer hospitalizations for both rotavirus and norovirus infection, while higher relative humidity was generally associated with more norovirus, but fewer rotavirus, hospitalizations. Both rotavirus and norovirus hospitalizations were strongly associated with recent precipitation variation but in opposite directions. With the introduction of the rotavirus vaccine norovirus is likely to become a greater threat than rotavirus and thus greater precipitation may become more clearly associated with more childhood diarrhea. [Display omitted] •Diarrheal diseases can be attributable to various environmental factors.•A ten-year time-series with GAMs and DLNMs was used to assess the association.•Greater rainfall was associated with fewer rotavirus but more norovirus admissions.•Stronger associations were seen in winter for rotavirus and in summer for norovirus.•The duration of association with rotavirus was notably longer than norovirus.
doi_str_mv 10.1016/j.scitotenv.2018.06.189
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The impact of rainfall on diarrheal diseases remains inconclusive. This study aimed to evaluate the association between short-term variation in rainfall, temperature and humidity, and rotavirus and norovirus hospitalizations among young children in Hong Kong. Generalized additive negative binomial regression models with distributed lag non-linear terms, were fit with daily counts of hospital admissions due to rotavirus and norovirus infection as the outcomes and daily total rainfall and other meteorological variables as predictors, adjusting for seasonality and trend. Generally, greater rainfall was associated with fewer rotavirus, but more norovirus hospitalizations. Extreme precipitation (99.5 mm, 99th percentile) was found to be associated with 0.40 (95% confidence interval (CI) 0.20–0.79) and 1.93 (95% CI 1.21–3.09) times the risk of hospitalization due to rotavirus and norovirus infection respectively, relative to trace rainfall. Stronger associations were observed in winter for rotavirus and in summer for norovirus. The duration of association with rotavirus was notably longer than norovirus. Higher temperatures were found to be associated with fewer hospitalizations for both rotavirus and norovirus infection, while higher relative humidity was generally associated with more norovirus, but fewer rotavirus, hospitalizations. Both rotavirus and norovirus hospitalizations were strongly associated with recent precipitation variation but in opposite directions. With the introduction of the rotavirus vaccine norovirus is likely to become a greater threat than rotavirus and thus greater precipitation may become more clearly associated with more childhood diarrhea. [Display omitted] •Diarrheal diseases can be attributable to various environmental factors.•A ten-year time-series with GAMs and DLNMs was used to assess the association.•Greater rainfall was associated with fewer rotavirus but more norovirus admissions.•Stronger associations were seen in winter for rotavirus and in summer for norovirus.•The duration of association with rotavirus was notably longer than norovirus.</description><identifier>ISSN: 0048-9697</identifier><identifier>EISSN: 1879-1026</identifier><identifier>DOI: 10.1016/j.scitotenv.2018.06.189</identifier><identifier>PMID: 29940452</identifier><language>eng</language><publisher>Netherlands: Elsevier B.V</publisher><subject>Caliciviridae Infections - epidemiology ; Child ; Child, Preschool ; Environmental Exposure - statistics &amp; numerical data ; Hong Kong - epidemiology ; Hospitalization ; Humans ; Humidity ; Infant ; Norovirus ; Rain ; Rainfall ; Rotavirus ; Rotavirus Infections - epidemiology ; Temperature ; Weather</subject><ispartof>The Science of the total environment, 2018-12, Vol.643, p.414-422</ispartof><rights>2018 Elsevier B.V.</rights><rights>Copyright © 2018 Elsevier B.V. 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The impact of rainfall on diarrheal diseases remains inconclusive. This study aimed to evaluate the association between short-term variation in rainfall, temperature and humidity, and rotavirus and norovirus hospitalizations among young children in Hong Kong. Generalized additive negative binomial regression models with distributed lag non-linear terms, were fit with daily counts of hospital admissions due to rotavirus and norovirus infection as the outcomes and daily total rainfall and other meteorological variables as predictors, adjusting for seasonality and trend. Generally, greater rainfall was associated with fewer rotavirus, but more norovirus hospitalizations. Extreme precipitation (99.5 mm, 99th percentile) was found to be associated with 0.40 (95% confidence interval (CI) 0.20–0.79) and 1.93 (95% CI 1.21–3.09) times the risk of hospitalization due to rotavirus and norovirus infection respectively, relative to trace rainfall. Stronger associations were observed in winter for rotavirus and in summer for norovirus. The duration of association with rotavirus was notably longer than norovirus. Higher temperatures were found to be associated with fewer hospitalizations for both rotavirus and norovirus infection, while higher relative humidity was generally associated with more norovirus, but fewer rotavirus, hospitalizations. Both rotavirus and norovirus hospitalizations were strongly associated with recent precipitation variation but in opposite directions. With the introduction of the rotavirus vaccine norovirus is likely to become a greater threat than rotavirus and thus greater precipitation may become more clearly associated with more childhood diarrhea. [Display omitted] •Diarrheal diseases can be attributable to various environmental factors.•A ten-year time-series with GAMs and DLNMs was used to assess the association.•Greater rainfall was associated with fewer rotavirus but more norovirus admissions.•Stronger associations were seen in winter for rotavirus and in summer for norovirus.•The duration of association with rotavirus was notably longer than norovirus.</description><subject>Caliciviridae Infections - epidemiology</subject><subject>Child</subject><subject>Child, Preschool</subject><subject>Environmental Exposure - statistics &amp; numerical data</subject><subject>Hong Kong - epidemiology</subject><subject>Hospitalization</subject><subject>Humans</subject><subject>Humidity</subject><subject>Infant</subject><subject>Norovirus</subject><subject>Rain</subject><subject>Rainfall</subject><subject>Rotavirus</subject><subject>Rotavirus Infections - epidemiology</subject><subject>Temperature</subject><subject>Weather</subject><issn>0048-9697</issn><issn>1879-1026</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2018</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqFUd2O1CAUJkbjzq6-gnLpha3Q8lMuJxvdNW7ijV4Tpj1YJi2MQMeM7-X7SWfWvZULyDl8P3A-hN5SUlNCxYd9nXqXQwZ_rBtCu5qImnbqGdrQTqqKkkY8RxtCWFcpoeQVuk5pT8qSHX2JrhqlGGG82aA_W5zdDFWC6CDhlJfhhIPFeQRsUgq9M9kFv7aicd6aaXqPI0ylewQ8LrMbXD5h4wds5p0Dn3GG-QDR5CUC_uXyiMeQDi6byf0-ayVsQ8QxZHN0cUlnrg8xXKriAf3Z0szB_8D96KYhgi8X-H5tfCnbK_SivCTB68fzBn3_9PHb7X318PXu8-32oepbSXMlFLNKWrXjnWXKSNHbhlLeliGwZlCtkJbTFlopBW2ZGow1nO2YEN3QUM55e4PeXXQPMfxcIGU9u9TDNBkPYUm6IVxx2bSsK1B5gfYxpBTB6kN0s4knTYleM9N7_ZSZXjPTROiSWWG-eTRZdjMMT7x_IRXA9gKA8tWjg7gKge9hcLHMSg_B_dfkLxH_sRU</recordid><startdate>20181201</startdate><enddate>20181201</enddate><creator>Wang, Pin</creator><creator>Goggins, William B.</creator><creator>Chan, Emily Y.Y.</creator><general>Elsevier B.V</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>7X8</scope><orcidid>https://orcid.org/0000-0002-8031-8494</orcidid></search><sort><creationdate>20181201</creationdate><title>A time-series study of the association of rainfall, relative humidity and ambient temperature with hospitalizations for rotavirus and norovirus infection among children in Hong Kong</title><author>Wang, Pin ; Goggins, William B. ; Chan, Emily Y.Y.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c371t-694f97f9b58f49a76cf2115378142d9367f513e37761349dafa54b4668d215553</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2018</creationdate><topic>Caliciviridae Infections - epidemiology</topic><topic>Child</topic><topic>Child, Preschool</topic><topic>Environmental Exposure - statistics &amp; numerical data</topic><topic>Hong Kong - epidemiology</topic><topic>Hospitalization</topic><topic>Humans</topic><topic>Humidity</topic><topic>Infant</topic><topic>Norovirus</topic><topic>Rain</topic><topic>Rainfall</topic><topic>Rotavirus</topic><topic>Rotavirus Infections - epidemiology</topic><topic>Temperature</topic><topic>Weather</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Wang, Pin</creatorcontrib><creatorcontrib>Goggins, William B.</creatorcontrib><creatorcontrib>Chan, Emily Y.Y.</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>The Science of the total environment</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Wang, Pin</au><au>Goggins, William B.</au><au>Chan, Emily Y.Y.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>A time-series study of the association of rainfall, relative humidity and ambient temperature with hospitalizations for rotavirus and norovirus infection among children in Hong Kong</atitle><jtitle>The Science of the total environment</jtitle><addtitle>Sci Total Environ</addtitle><date>2018-12-01</date><risdate>2018</risdate><volume>643</volume><spage>414</spage><epage>422</epage><pages>414-422</pages><issn>0048-9697</issn><eissn>1879-1026</eissn><abstract>Rotavirus and norovirus are infectious pathogens primarily affecting children under 5 years old. The impact of rainfall on diarrheal diseases remains inconclusive. This study aimed to evaluate the association between short-term variation in rainfall, temperature and humidity, and rotavirus and norovirus hospitalizations among young children in Hong Kong. Generalized additive negative binomial regression models with distributed lag non-linear terms, were fit with daily counts of hospital admissions due to rotavirus and norovirus infection as the outcomes and daily total rainfall and other meteorological variables as predictors, adjusting for seasonality and trend. Generally, greater rainfall was associated with fewer rotavirus, but more norovirus hospitalizations. Extreme precipitation (99.5 mm, 99th percentile) was found to be associated with 0.40 (95% confidence interval (CI) 0.20–0.79) and 1.93 (95% CI 1.21–3.09) times the risk of hospitalization due to rotavirus and norovirus infection respectively, relative to trace rainfall. Stronger associations were observed in winter for rotavirus and in summer for norovirus. The duration of association with rotavirus was notably longer than norovirus. Higher temperatures were found to be associated with fewer hospitalizations for both rotavirus and norovirus infection, while higher relative humidity was generally associated with more norovirus, but fewer rotavirus, hospitalizations. Both rotavirus and norovirus hospitalizations were strongly associated with recent precipitation variation but in opposite directions. With the introduction of the rotavirus vaccine norovirus is likely to become a greater threat than rotavirus and thus greater precipitation may become more clearly associated with more childhood diarrhea. [Display omitted] •Diarrheal diseases can be attributable to various environmental factors.•A ten-year time-series with GAMs and DLNMs was used to assess the association.•Greater rainfall was associated with fewer rotavirus but more norovirus admissions.•Stronger associations were seen in winter for rotavirus and in summer for norovirus.•The duration of association with rotavirus was notably longer than norovirus.</abstract><cop>Netherlands</cop><pub>Elsevier B.V</pub><pmid>29940452</pmid><doi>10.1016/j.scitotenv.2018.06.189</doi><tpages>9</tpages><orcidid>https://orcid.org/0000-0002-8031-8494</orcidid></addata></record>
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subjects Caliciviridae Infections - epidemiology
Child
Child, Preschool
Environmental Exposure - statistics & numerical data
Hong Kong - epidemiology
Hospitalization
Humans
Humidity
Infant
Norovirus
Rain
Rainfall
Rotavirus
Rotavirus Infections - epidemiology
Temperature
Weather
title A time-series study of the association of rainfall, relative humidity and ambient temperature with hospitalizations for rotavirus and norovirus infection among children in Hong Kong
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