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Estimating the Effectiveness of Early Control Measures through School Absenteeism Surveillance in Observed Outbreaks at Rural Schools in Hubei, China
BACKGROUND: School absenteeism is a common data source in syndromic surveillance, which allows for the detection of outbreaks at an early stage. Previous studies focused on its correlation with other data sources. In this study, we evaluated the effectiveness of control measures based on early warni...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4175462/ https://www.ncbi.nlm.nih.gov/pubmed/25250786 http://dx.doi.org/10.1371/journal.pone.0106856 |
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author | Fan, Yunzhou Yang, Mei Jiang, Hongbo Wang, Ying Yang, Wenwen Zhang, Zhixia Yan, Weirong Diwan, Vinod K. Xu, Biao Dong, Hengjin Palm, Lars Liu, Li Nie, Shaofa |
author_facet | Fan, Yunzhou Yang, Mei Jiang, Hongbo Wang, Ying Yang, Wenwen Zhang, Zhixia Yan, Weirong Diwan, Vinod K. Xu, Biao Dong, Hengjin Palm, Lars Liu, Li Nie, Shaofa |
author_sort | Fan, Yunzhou |
collection | PubMed |
description | BACKGROUND: School absenteeism is a common data source in syndromic surveillance, which allows for the detection of outbreaks at an early stage. Previous studies focused on its correlation with other data sources. In this study, we evaluated the effectiveness of control measures based on early warning signals from school absenteeism surveillance in rural Chinese schools. METHODS: A school absenteeism surveillance system was established in all 17 primary schools in 3 adjacent towns in the Chinese region of Hubei. Three outbreaks (varicella, mumps, and influenza-like illness) were detected and controlled successfully from April 1, 2012, to January 15, 2014. An impulse susceptible-exposed-infectious-recovered model was used to fit the epidemics of these three outbreaks. Moreover, it simulated the potential epidemics under interventions resulting from traditional surveillance signals. The effectiveness of the absenteeism-based control measures was evaluated by comparing the simulated datasets. RESULTS: The school absenteeism system generated 52 signals. Three outbreaks were verified through epidemiological investigation. Compared to traditional surveillance, the school absenteeism system generated simultaneous signals for the varicella outbreak, but 3 days in advance for the mumps outbreak and 2–4 days in advance for the influenza-like illness outbreak. The estimated excess protection rates of control measures based on early signals were 0.0%, 19.0–44.1%, and 29.0–37.0% for the three outbreaks, respectively. CONCLUSIONS: Although not all outbreak control measures can benefit from early signals through school absenteeism surveillance, the effectiveness of early signal-based interventions is obvious. School absenteeism surveillance plays an important role in reducing outbreak spread. |
format | Online Article Text |
id | pubmed-4175462 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-41754622014-10-02 Estimating the Effectiveness of Early Control Measures through School Absenteeism Surveillance in Observed Outbreaks at Rural Schools in Hubei, China Fan, Yunzhou Yang, Mei Jiang, Hongbo Wang, Ying Yang, Wenwen Zhang, Zhixia Yan, Weirong Diwan, Vinod K. Xu, Biao Dong, Hengjin Palm, Lars Liu, Li Nie, Shaofa PLoS One Research Article BACKGROUND: School absenteeism is a common data source in syndromic surveillance, which allows for the detection of outbreaks at an early stage. Previous studies focused on its correlation with other data sources. In this study, we evaluated the effectiveness of control measures based on early warning signals from school absenteeism surveillance in rural Chinese schools. METHODS: A school absenteeism surveillance system was established in all 17 primary schools in 3 adjacent towns in the Chinese region of Hubei. Three outbreaks (varicella, mumps, and influenza-like illness) were detected and controlled successfully from April 1, 2012, to January 15, 2014. An impulse susceptible-exposed-infectious-recovered model was used to fit the epidemics of these three outbreaks. Moreover, it simulated the potential epidemics under interventions resulting from traditional surveillance signals. The effectiveness of the absenteeism-based control measures was evaluated by comparing the simulated datasets. RESULTS: The school absenteeism system generated 52 signals. Three outbreaks were verified through epidemiological investigation. Compared to traditional surveillance, the school absenteeism system generated simultaneous signals for the varicella outbreak, but 3 days in advance for the mumps outbreak and 2–4 days in advance for the influenza-like illness outbreak. The estimated excess protection rates of control measures based on early signals were 0.0%, 19.0–44.1%, and 29.0–37.0% for the three outbreaks, respectively. CONCLUSIONS: Although not all outbreak control measures can benefit from early signals through school absenteeism surveillance, the effectiveness of early signal-based interventions is obvious. School absenteeism surveillance plays an important role in reducing outbreak spread. Public Library of Science 2014-09-24 /pmc/articles/PMC4175462/ /pubmed/25250786 http://dx.doi.org/10.1371/journal.pone.0106856 Text en © 2014 Fan et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Fan, Yunzhou Yang, Mei Jiang, Hongbo Wang, Ying Yang, Wenwen Zhang, Zhixia Yan, Weirong Diwan, Vinod K. Xu, Biao Dong, Hengjin Palm, Lars Liu, Li Nie, Shaofa Estimating the Effectiveness of Early Control Measures through School Absenteeism Surveillance in Observed Outbreaks at Rural Schools in Hubei, China |
title | Estimating the Effectiveness of Early Control Measures through School Absenteeism Surveillance in Observed Outbreaks at Rural Schools in Hubei, China |
title_full | Estimating the Effectiveness of Early Control Measures through School Absenteeism Surveillance in Observed Outbreaks at Rural Schools in Hubei, China |
title_fullStr | Estimating the Effectiveness of Early Control Measures through School Absenteeism Surveillance in Observed Outbreaks at Rural Schools in Hubei, China |
title_full_unstemmed | Estimating the Effectiveness of Early Control Measures through School Absenteeism Surveillance in Observed Outbreaks at Rural Schools in Hubei, China |
title_short | Estimating the Effectiveness of Early Control Measures through School Absenteeism Surveillance in Observed Outbreaks at Rural Schools in Hubei, China |
title_sort | estimating the effectiveness of early control measures through school absenteeism surveillance in observed outbreaks at rural schools in hubei, china |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4175462/ https://www.ncbi.nlm.nih.gov/pubmed/25250786 http://dx.doi.org/10.1371/journal.pone.0106856 |
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