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Article: Short-term effects of meteorological factors on pediatric hand, foot, and mouth disease in Guangdong, China: A multi-city time-series analysis

TitleShort-term effects of meteorological factors on pediatric hand, foot, and mouth disease in Guangdong, China: A multi-city time-series analysis
Authors
KeywordsChina
Hand, foot, and mouth disease
Meteorological factors
Mixed generalized additive model
Issue Date2016
Citation
BMC Infectious Diseases, 2016, v. 16, n. 1, article no. 524 How to Cite?
AbstractBackground: Literature shows inconsistency in meteorological effects on Hand, foot, and mouth disease (HFMD) in different cities. This multi-city study aims to investigate the meteorological effects on pediatric HFMD occurrences and the potential effect modification by geographic factors. Methods: Based on daily time-series data in eight major cities in Guangdong, China during 2009-2013, mixed generalized additive models were employed to estimate city-specific meteorological effects on pediatric HFMD. Then, a random-effect multivariate meta-analysis was conducted to obtain the pooled risks and to explore heterogeneity explained by city-level factors. Results: There were a total of 400,408 pediatric HFMD cases (children aged 0-14 years old) with an annual incidence rate of 16.6 cases per 1,000 children, clustered in males and children under 3 years old. Daily average temperature was positively associated with pediatric HFMD cases with the highest pooled relative risk (RR) of 1.52 (95 % CI: 1.30-1.77) at the 95th percentile of temperature (30.5 °C) as compared to the median temperature (23.5 °C). Significant non-linear positive effects of high relative humidity were also observed with a 13 % increase (RR = 1.13, 95 % CI: 1.00-1.28) in the risk of HFMD at the 99th percentile of relative humidity (86.9 %) as compared to the median value (78 %). The effect estimates showed geographic variations among the cities which was significantly associated with city's latitude and longitude with an explained heterogeneity of 32 %. Conclusions: Daily average temperature and relative humidity had non-linear and delayed effects on pediatric HFMD and the effects varied across different cities. These findings provide important evidence for comprehensive understanding of the climatic effects on pediatric HFMD and for the authority to take targeted interventions and measures to control the occurrence and transmission of HFMD.
Persistent Identifierhttp://hdl.handle.net/10722/323987
PubMed Central ID
ISI Accession Number ID

 

DC FieldValueLanguage
dc.contributor.authorGuo, Cui-
dc.contributor.authorYang, Jun-
dc.contributor.authorGuo, Yuming-
dc.contributor.authorOu, Qiao Qun-
dc.contributor.authorShen, Shuang Quan-
dc.contributor.authorOu, Chun Quan-
dc.contributor.authorLiu, Qi Yong-
dc.date.accessioned2023-01-13T03:00:43Z-
dc.date.available2023-01-13T03:00:43Z-
dc.date.issued2016-
dc.identifier.citationBMC Infectious Diseases, 2016, v. 16, n. 1, article no. 524-
dc.identifier.urihttp://hdl.handle.net/10722/323987-
dc.description.abstractBackground: Literature shows inconsistency in meteorological effects on Hand, foot, and mouth disease (HFMD) in different cities. This multi-city study aims to investigate the meteorological effects on pediatric HFMD occurrences and the potential effect modification by geographic factors. Methods: Based on daily time-series data in eight major cities in Guangdong, China during 2009-2013, mixed generalized additive models were employed to estimate city-specific meteorological effects on pediatric HFMD. Then, a random-effect multivariate meta-analysis was conducted to obtain the pooled risks and to explore heterogeneity explained by city-level factors. Results: There were a total of 400,408 pediatric HFMD cases (children aged 0-14 years old) with an annual incidence rate of 16.6 cases per 1,000 children, clustered in males and children under 3 years old. Daily average temperature was positively associated with pediatric HFMD cases with the highest pooled relative risk (RR) of 1.52 (95 % CI: 1.30-1.77) at the 95th percentile of temperature (30.5 °C) as compared to the median temperature (23.5 °C). Significant non-linear positive effects of high relative humidity were also observed with a 13 % increase (RR = 1.13, 95 % CI: 1.00-1.28) in the risk of HFMD at the 99th percentile of relative humidity (86.9 %) as compared to the median value (78 %). The effect estimates showed geographic variations among the cities which was significantly associated with city's latitude and longitude with an explained heterogeneity of 32 %. Conclusions: Daily average temperature and relative humidity had non-linear and delayed effects on pediatric HFMD and the effects varied across different cities. These findings provide important evidence for comprehensive understanding of the climatic effects on pediatric HFMD and for the authority to take targeted interventions and measures to control the occurrence and transmission of HFMD.-
dc.languageeng-
dc.relation.ispartofBMC Infectious Diseases-
dc.rightsThis work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.-
dc.subjectChina-
dc.subjectHand, foot, and mouth disease-
dc.subjectMeteorological factors-
dc.subjectMixed generalized additive model-
dc.titleShort-term effects of meteorological factors on pediatric hand, foot, and mouth disease in Guangdong, China: A multi-city time-series analysis-
dc.typeArticle-
dc.description.naturepublished_or_final_version-
dc.identifier.doi10.1186/s12879-016-1846-y-
dc.identifier.pmid27682137-
dc.identifier.pmcidPMC5041518-
dc.identifier.scopuseid_2-s2.0-84988916032-
dc.identifier.volume16-
dc.identifier.issue1-
dc.identifier.spagearticle no. 524-
dc.identifier.epagearticle no. 524-
dc.identifier.eissn1471-2334-
dc.identifier.isiWOS:000442372500003-

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