Cargando…
Spatial-temporal heterogeneity of hand, foot and mouth disease and impact of meteorological factors in arid/ semi-arid regions: a case study in Ningxia, China
BACKGROUND: The incidence of hand, foot and mouth disease (HFMD) varies over space and time and this variability is related to climate and social-economic factors. Majority of studies on HFMD were carried out in humid regions while few have focused on the disease in arid/semi-arid regions, more rese...
Autores principales: | , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2019
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6839228/ https://www.ncbi.nlm.nih.gov/pubmed/31703659 http://dx.doi.org/10.1186/s12889-019-7758-1 |
_version_ | 1783467372767608832 |
---|---|
author | Li, Jie Zhang, Xiangxue Wang, Li Xu, Chengdong Xiao, Gexin Wang, Ran Zheng, Fang Wang, Fang |
author_facet | Li, Jie Zhang, Xiangxue Wang, Li Xu, Chengdong Xiao, Gexin Wang, Ran Zheng, Fang Wang, Fang |
author_sort | Li, Jie |
collection | PubMed |
description | BACKGROUND: The incidence of hand, foot and mouth disease (HFMD) varies over space and time and this variability is related to climate and social-economic factors. Majority of studies on HFMD were carried out in humid regions while few have focused on the disease in arid/semi-arid regions, more research in such climates would potentially make the mechanism of HFMD transmission clearer under different climate conditions. METHODS: In this paper, we explore spatial-temporal distribution of HFMD in Ningxia province, which has an arid/semi-arid climate in northwest China. We first employed a Bayesian space-time hierarchy model (BSTHM) to assess the spatial-temporal heterogeneity of the HFMD cases and its relationship with meteorological factors in Ningxia from 2009 to 2013, then used a novel spatial statistical software package GeoDetector to test the spatial-temporal heterogeneity of HFMD risk. RESULTS: The results showed that the spatial relative risks in northern part of Ningxia were higher than those in the south. The highest temporal risk of HFMD incidence was in fall season, with a secondary peak in spring. Meteorological factors, such as average temperature, relative humidity, and wind speed played significant roles in the spatial-temporal distribution of HFMD risk. CONCLUSIONS: The study provide valuable information on HFMD distribution in arid/semi-arid areas in northwest China and facilitate understanding of the concentration of HFMD. |
format | Online Article Text |
id | pubmed-6839228 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-68392282019-11-12 Spatial-temporal heterogeneity of hand, foot and mouth disease and impact of meteorological factors in arid/ semi-arid regions: a case study in Ningxia, China Li, Jie Zhang, Xiangxue Wang, Li Xu, Chengdong Xiao, Gexin Wang, Ran Zheng, Fang Wang, Fang BMC Public Health Research Article BACKGROUND: The incidence of hand, foot and mouth disease (HFMD) varies over space and time and this variability is related to climate and social-economic factors. Majority of studies on HFMD were carried out in humid regions while few have focused on the disease in arid/semi-arid regions, more research in such climates would potentially make the mechanism of HFMD transmission clearer under different climate conditions. METHODS: In this paper, we explore spatial-temporal distribution of HFMD in Ningxia province, which has an arid/semi-arid climate in northwest China. We first employed a Bayesian space-time hierarchy model (BSTHM) to assess the spatial-temporal heterogeneity of the HFMD cases and its relationship with meteorological factors in Ningxia from 2009 to 2013, then used a novel spatial statistical software package GeoDetector to test the spatial-temporal heterogeneity of HFMD risk. RESULTS: The results showed that the spatial relative risks in northern part of Ningxia were higher than those in the south. The highest temporal risk of HFMD incidence was in fall season, with a secondary peak in spring. Meteorological factors, such as average temperature, relative humidity, and wind speed played significant roles in the spatial-temporal distribution of HFMD risk. CONCLUSIONS: The study provide valuable information on HFMD distribution in arid/semi-arid areas in northwest China and facilitate understanding of the concentration of HFMD. BioMed Central 2019-11-08 /pmc/articles/PMC6839228/ /pubmed/31703659 http://dx.doi.org/10.1186/s12889-019-7758-1 Text en © The Author(s). 2019 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Article Li, Jie Zhang, Xiangxue Wang, Li Xu, Chengdong Xiao, Gexin Wang, Ran Zheng, Fang Wang, Fang Spatial-temporal heterogeneity of hand, foot and mouth disease and impact of meteorological factors in arid/ semi-arid regions: a case study in Ningxia, China |
title | Spatial-temporal heterogeneity of hand, foot and mouth disease and impact of meteorological factors in arid/ semi-arid regions: a case study in Ningxia, China |
title_full | Spatial-temporal heterogeneity of hand, foot and mouth disease and impact of meteorological factors in arid/ semi-arid regions: a case study in Ningxia, China |
title_fullStr | Spatial-temporal heterogeneity of hand, foot and mouth disease and impact of meteorological factors in arid/ semi-arid regions: a case study in Ningxia, China |
title_full_unstemmed | Spatial-temporal heterogeneity of hand, foot and mouth disease and impact of meteorological factors in arid/ semi-arid regions: a case study in Ningxia, China |
title_short | Spatial-temporal heterogeneity of hand, foot and mouth disease and impact of meteorological factors in arid/ semi-arid regions: a case study in Ningxia, China |
title_sort | spatial-temporal heterogeneity of hand, foot and mouth disease and impact of meteorological factors in arid/ semi-arid regions: a case study in ningxia, china |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6839228/ https://www.ncbi.nlm.nih.gov/pubmed/31703659 http://dx.doi.org/10.1186/s12889-019-7758-1 |
work_keys_str_mv | AT lijie spatialtemporalheterogeneityofhandfootandmouthdiseaseandimpactofmeteorologicalfactorsinaridsemiaridregionsacasestudyinningxiachina AT zhangxiangxue spatialtemporalheterogeneityofhandfootandmouthdiseaseandimpactofmeteorologicalfactorsinaridsemiaridregionsacasestudyinningxiachina AT wangli spatialtemporalheterogeneityofhandfootandmouthdiseaseandimpactofmeteorologicalfactorsinaridsemiaridregionsacasestudyinningxiachina AT xuchengdong spatialtemporalheterogeneityofhandfootandmouthdiseaseandimpactofmeteorologicalfactorsinaridsemiaridregionsacasestudyinningxiachina AT xiaogexin spatialtemporalheterogeneityofhandfootandmouthdiseaseandimpactofmeteorologicalfactorsinaridsemiaridregionsacasestudyinningxiachina AT wangran spatialtemporalheterogeneityofhandfootandmouthdiseaseandimpactofmeteorologicalfactorsinaridsemiaridregionsacasestudyinningxiachina AT zhengfang spatialtemporalheterogeneityofhandfootandmouthdiseaseandimpactofmeteorologicalfactorsinaridsemiaridregionsacasestudyinningxiachina AT wangfang spatialtemporalheterogeneityofhandfootandmouthdiseaseandimpactofmeteorologicalfactorsinaridsemiaridregionsacasestudyinningxiachina |