Spatiotemporal decomposition and risk determinants of hand, foot and mouth disease in Henan, China

被引:25
|
作者
Xu, Chengdong [1 ]
Zhang, Xiangxue [1 ,2 ]
Xiao, Gexin [3 ]
机构
[1] Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, State Key Lab Resources & Environm Informat Syst, Beijing 100101, Peoples R China
[2] Changan Univ, Sch Earth Sci & Resources, Xian 710054, Shaanxi, Peoples R China
[3] China Natl Ctr Food Safety Risk Assessment, Beijing 100022, Peoples R China
基金
国家重点研发计划; 中国国家自然科学基金;
关键词
Hand foot mouth disease; Spatiotemporal patterns; Dominant factors; GeoDetector; Empirical orthogonal function; ENTEROVIRUS; 71; VACCINE; CHILDHOOD HAND; PATTERNS; CHILDREN; PROVINCE; HEALTH; EPIDEMIOLOGY; TEMPERATURE; VARIABILITY; INFECTION;
D O I
10.1016/j.scitotenv.2018.12.039
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Hand, foot and mouth disease (HFMD) remains an increasing public health concem. The spaliolemporal variation of HFMD can be represented from multiple-perspectives, and it may be driven by different dominant factors. In this study, the HFMD cases in children under the age of five years in each county in Henan province, China, from 2009 to 2013 were assessed to explore he integrative spaliolemporal patterns of HFMD and investigate their driving factors. The empirical orthogonal function was applied to identify representative spaliolemporal patterns. Then, GeoDelector was used to quantify he determinant powers of driving factors to the disease. The results indicated that he most prominent spaliolemporal pallem explained 56.21% of the total variance, presented in big cities, e.g. capital city and municipal districts. The dominant factors of this pattern were per capita gross domestic product and relative humidity, with determinant powers of 62% and 42%, respectively. The secondary spatiotemporal pattern explained 10.52% of the total variance, presented in the counties around big cities. The dominant factors for this pattern were the ratio of urban to rural population and precipitation, with determinant powers of 26% and 41%, respectively. These findings unveiled the key spatiotemporal features and their determinants related to the disease; this will be helpful in establishing accurate spatiotemporal preventing of HFMD. (C) 2018 Published by Elsevier B.V.
引用
收藏
页码:509 / 516
页数:8
相关论文
共 50 条
  • [1] Determinants of the Transmission Variation of Hand, Foot and Mouth Disease in China
    Zhao, Jijun
    Li, Xinmin
    PLOS ONE, 2016, 11 (10):
  • [2] Epidemiological and Etiological Characteristics of Hand, Foot and Mouth Disease in Henan, China, 2008–2013
    Xueyong Huang
    Haiyan Wei
    Shuyu Wu
    Yanhua Du
    Licheng Liu
    Jia Su
    Yuling Xu
    Haifeng Wang
    Xingle Li
    Yanxia Wang
    Guohua Liu
    Weijun Chen
    John David Klena
    Bianli Xu
    Scientific Reports, 5
  • [3] Hand, foot and mouth disease: spatiotemporal transmission and climate
    Jin-feng Wang
    Yan-Sha Guo
    George Christakos
    Wei-Zhong Yang
    Yi-Lan Liao
    Zhong-Jie LI
    Xiao-Zhou LI
    Sheng-Jie Lai
    Hong-Yan Chen
    International Journal of Health Geographics, 10
  • [4] Epidemiological and Etiological Characteristics of Hand, Foot, and Mouth Disease in Henan, China, 2008-2013
    Huang, Xueyong
    Wei, Haiyan
    Wu, Shuyu
    Du, Yanhua
    Liu, Licheng
    Su, Jia
    Xu, Yuling
    Wang, Haifeng
    Li, Xingle
    Wang, Yanxia
    Liu, Guohua
    Chen, Weijun
    Klena, John David
    Xu, Bianli
    SCIENTIFIC REPORTS, 2015, 5
  • [5] Hand, foot and mouth disease: spatiotemporal transmission and climate
    Wang, Jin-feng
    Guo, Yan-Sha
    Christakos, George
    Yang, Wei-Zhong
    Liao, Yi-Lan
    Li, Zhong-Jie
    Li, Xiao-Zhou
    Lai, Sheng-Jie
    Chen, Hong-Yan
    INTERNATIONAL JOURNAL OF HEALTH GEOGRAPHICS, 2011, 10
  • [6] Childhood hand, foot and mouth disease sequelae cohort study in Henan, China: cohort profile
    Chen, Yu
    Ji, Wangquan
    Duan, Guangcai
    Feng, Huifen
    Zhang, Yaodong
    Chen, Shouhang
    Li, Zhi
    Shen, Yuanfang
    Wang, Chenyu
    Zheng, Jiaying
    Tao, Ling
    Feng, Demin
    Liu, Wenyi
    Sui, Meili
    Zhang, Chao
    Yang, Haiyan
    Chen, Shuaiyin
    Long, Jinzhao
    Liu, Fang
    Wang, Zhuangzhuang
    Wang, Qingmei
    Han, Shujuan
    Dai, Bowen
    Dang, Dejian
    Li, Xiaolong
    Zhu, Peiyu
    Li, Zijie
    Li, Kang
    Li, Dong
    Li, Shuang
    Li, Guowei
    Wang, Fang
    Jin, Yuefei
    BMJ OPEN, 2025, 15 (01):
  • [7] Spatiotemporal characteristics and meteorological determinants of hand, foot and mouth disease in Shaanxi Province, China: a county-level analysis
    Ding, Li
    Zhang, Ning
    Zhu, Bin
    Liu, Jinlin
    Wang, Xue
    Liu, Feng
    Mao, Ying
    BMC PUBLIC HEALTH, 2021, 21 (01)
  • [8] Spatiotemporal characteristics and meteorological determinants of hand, foot and mouth disease in Shaanxi Province, China: a county-level analysis
    Li Ding
    Ning Zhang
    Bin Zhu
    Jinlin Liu
    Xue Wang
    Feng Liu
    Ying Mao
    BMC Public Health, 21
  • [9] Spatiotemporal patterns and risk mapping of provincial hand, foot, and mouth disease in mainland China, 2014-2017
    Wei, Yuxin
    Ma, Yue
    Zhang, Tao
    Luo, Xuelian
    Yin, Fei
    Shui, Tiejun
    FRONTIERS IN PUBLIC HEALTH, 2024, 12
  • [10] The influences of temperature on spatiotemporal trends of hand-foot-and-mouth disease in mainland China
    Zhuang, Dafang
    Hu, Wensheng
    Ren, Hongyan
    Ai, Wei
    Xu, Xinliang
    INTERNATIONAL JOURNAL OF ENVIRONMENTAL HEALTH RESEARCH, 2014, 24 (01) : 1 - 10