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Spatial and Temporal Characteristics of Hand-Foot-and-Mouth Disease and Their Influencing Factors in Urumqi, China

Author

Listed:
  • Yibo Gao

    (College of Resources and Environmental Sciences, Xinjiang University, Urumqi 830046, China)

  • Hongwei Wang

    (College of Resources and Environmental Sciences, Xinjiang University, Urumqi 830046, China)

  • Suyan Yi

    (College of Resources and Environmental Sciences, Xinjiang University, Urumqi 830046, China)

  • Deping Wang

    (College of Life Sciences and Technology, Xinjiang University, Urumqi 830046, China)

  • Chen Ma

    (College of Resources and Environmental Sciences, Xinjiang University, Urumqi 830046, China)

  • Bo Tan

    (College of Resources and Environmental Sciences, Xinjiang University, Urumqi 830046, China)

  • Yiming Wei

    (College of Resources and Environmental Sciences, Xinjiang University, Urumqi 830046, China)

Abstract

Hand, foot, and mouth disease (HFMD) remains a serious health threat to young children. Urumqi is one of the most severely affected cities in northwestern China. This study aims to identify the spatiotemporal distribution characteristics of HFMD, and explore the relationships between driving factors and HFMD in Urumqi, Xinjiang. Methods: HFMD surveillance data from 2014 to 2018 were obtained from the China Center for Disease Control and Prevention. The center of gravity and geographical detector model were used to analyze the spatiotemporal distribution characteristics of HFMD and identify the association between these characteristics and socioeconomic and meteorological factors. Results: A total of 10,725 HFMD cases were reported in Urumqi during the study period. Spatially, the morbidity number of HFMD differed regionally and the density was higher in urban districts than in rural districts. Overall, the development of HFMD in Urumqi expanded toward the southeast. Temporally, we observed that the risk of HFMD peaked from June to July. Furthermore, socioeconomic and meteorological factors, including population density, road density, GDP, temperature and precipitation were significantly associated with the occurrence of HFMD. Conclusions: HFMD cases occurred in spatiotemporal clusters. Our findings showed strong associations between HFMD and socioeconomic and meteorological factors. We comprehensively considered the spatiotemporal distribution characteristics and influencing factors of HFMD, and proposed some intervention strategies that may assist in predicting the morbidity number of HFMD.

Suggested Citation

  • Yibo Gao & Hongwei Wang & Suyan Yi & Deping Wang & Chen Ma & Bo Tan & Yiming Wei, 2021. "Spatial and Temporal Characteristics of Hand-Foot-and-Mouth Disease and Their Influencing Factors in Urumqi, China," IJERPH, MDPI, vol. 18(9), pages 1-17, May.
  • Handle: RePEc:gam:jijerp:v:18:y:2021:i:9:p:4919-:d:549070
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    1. Runde Fu & Xinhuan Zhang & Degang Yang & Tianyi Cai & Yufang Zhang, 2021. "The Relationship between Urban Vibrancy and Built Environment: An Empirical Study from an Emerging City in an Arid Region," IJERPH, MDPI, vol. 18(2), pages 1-20, January.
    2. Chao Song & Yaqian He & Yanchen Bo & Jinfeng Wang & Zhoupeng Ren & Huibin Yang, 2018. "Risk Assessment and Mapping of Hand, Foot, and Mouth Disease at the County Level in Mainland China Using Spatiotemporal Zero-Inflated Bayesian Hierarchical Models," IJERPH, MDPI, vol. 15(7), pages 1-16, July.
    3. Yijing Wang & Yingsi Lai & Zhicheng Du & Wangjian Zhang & Chenyang Feng & Ruixue Li & Yuantao Hao, 2019. "Spatiotemporal Distribution of Hand, Foot, and Mouth Disease in Guangdong Province, China and Potential Predictors, 2009–2012," IJERPH, MDPI, vol. 16(7), pages 1-13, April.
    4. Zhihui Liu & Yongna Meng & Hao Xiang & Yuanan Lu & Suyang Liu, 2020. "Association of Short-Term Exposure to Meteorological Factors and Risk of Hand, Foot, and Mouth Disease: A Systematic Review and Meta-Analysis," IJERPH, MDPI, vol. 17(21), pages 1-18, October.
    5. Li Dai & Yufang Zhang & Lei Wang & Shuanli Zheng & Wenqiang Xu, 2021. "Assessment of Carbon Density in Natural Mountain Forest Ecosystems at Northwest China," IJERPH, MDPI, vol. 18(4), pages 1-12, February.
    6. Anwar Abduwaiti & Xiaowei Liu & Changrong Yan & Yinghao Xue & Tuo Jin & Hongqi Wu & Pengcheng He & Zhe Bao & Qin Liu, 2021. "Testing Biodegradable Films as Alternatives to Plastic-Film Mulching for Enhancing the Yield and Economic Benefits of Processed Tomato in Xinjiang Region," Sustainability, MDPI, vol. 13(6), pages 1-13, March.
    7. Joseph T Wu & Mark Jit & Yaming Zheng & Kathy Leung & Weijia Xing & Juan Yang & Qiaohong Liao & Benjamin J Cowling & Bingyi Yang & Eric H Y Lau & Saki Takahashi & Jeremy J Farrar & Bryan T Grenfell & , 2016. "Routine Pediatric Enterovirus 71 Vaccination in China: a Cost-Effectiveness Analysis," PLOS Medicine, Public Library of Science, vol. 13(3), pages 1-24, March.
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