Impact of kindergarten structures on the dynamics of hand, foot, and mouth disease and the effects of intervention strategies: an agent-based modeling study.

IF 7 1区 医学 Q1 MEDICINE, GENERAL & INTERNAL
Qing Zou, Xin-Fu Shi, Chang-Wei Liang, Meng-Meng Ma, Jing-Hua Li, Jing Gu, Ying-Si Lai
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Abstract

Background: Hand, foot, and mouth disease (HFMD) poses an unignorable threat to the health of kindergarten children. Kindergarten structures (i.e., class size and kindergarten size) may influence the transmission dynamics and the effectiveness of non-pharmaceutical interventions (NPIs), but few studies have explored these effects.

Methods: We developed an agent-based network model to study the effects of kindergarten structures on dynamics of HFMD caused by three types of strains (i.e., EV-A71, CVA16, and other EVs). We pursued a systematic review to collect data on HFMD outbreaks to estimate key model parameters. We simulated a series of scenarios to study the effects of NPIs (i.e., isolation of symptomatic individuals, class and family quarantine, and kindergarten closure, organized stepwisely), under different kindergarten sizes (n = 180, 360, and 900) and class sizes (m = 10, 20, 30, 60, etc.). We further explored alternative interventions combined with vaccination to avoid kindergarten closure during an outbreak.

Results: Overall, we found that the larger the class size, the more cumulative infections and the less effectiveness of NPIs in kindergartens. Stronger NPIs resulted in better effectiveness, and the variations in effectiveness among different class sizes gradually reduced with stronger interventions. Similar patterns were shown in kindergartens with small, medium, and large sizes. NPIs including kindergarten closure, which is implemented in many endemic countries, was a potent epidemic control strategy, capable of reducing cumulative incidence by over 80% for most class sizes in medium-size kindergartens. For EV-A71 infections, a vaccine coverage of 50% was alternative to kindergarten closure, when class size was 60 or less in medium-size kindergartens.

Conclusions: Kindergarten structures, particularly class size, had an important impact on dynamics of HFMD and effectiveness of NPIs within kindergarten. Increasing vaccination coverage may be an alternative to kindergarten closure for control of the disease.

幼儿园结构对手足口病动态的影响及干预策略的影响:基于主体的模型研究。
背景:手足口病(手足口病)对幼儿园儿童的健康构成了不可忽视的威胁。幼儿园结构(即班级规模和幼儿园规模)可能影响非药物干预(npi)的传播动态和有效性,但很少有研究探讨这些影响。方法:建立基于智能体的网络模型,研究幼儿园结构对三种类型EV-A71、CVA16和其他ev引起的手足口病动态的影响。我们进行了一项系统综述,收集手足口病暴发的数据,以估计关键模型参数。我们模拟了不同幼儿园规模(n = 180、360和900)和班级规模(m = 10、20、30、60等)下,npi措施(有症状个体隔离、班级和家庭隔离、幼儿园逐步关闭)的效果。我们进一步探索了与疫苗接种相结合的替代干预措施,以避免在疫情期间幼儿园关闭。结果:总体而言,我们发现班级规模越大,幼儿园npi的累积感染越多,效果越差。npi越强,效果越好,不同班级规模之间的效果差异随着干预力度的增强而逐渐减小。在小、中、大号幼儿园中也出现了类似的情况。在许多流行国家实施的包括关闭幼儿园在内的国家行动计划是一项强有力的流行病控制战略,能够将中等规模幼儿园大多数班级的累计发病率降低80%以上。对于EV-A71感染,当中等规模幼儿园的班级人数为60人或更少时,50%的疫苗覆盖率可以替代幼儿园关闭。结论:幼儿园结构,特别是班级规模,对手足口病的动态和幼儿园内npi的有效性有重要影响。增加疫苗接种覆盖率可能是为了控制疾病而关闭幼儿园的另一种选择。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
BMC Medicine
BMC Medicine 医学-医学:内科
CiteScore
13.10
自引率
1.10%
发文量
435
审稿时长
4-8 weeks
期刊介绍: BMC Medicine is an open access, transparent peer-reviewed general medical journal. It is the flagship journal of the BMC series and publishes outstanding and influential research in various areas including clinical practice, translational medicine, medical and health advances, public health, global health, policy, and general topics of interest to the biomedical and sociomedical professional communities. In addition to research articles, the journal also publishes stimulating debates, reviews, unique forum articles, and concise tutorials. All articles published in BMC Medicine are included in various databases such as Biological Abstracts, BIOSIS, CAS, Citebase, Current contents, DOAJ, Embase, MEDLINE, PubMed, Science Citation Index Expanded, OAIster, SCImago, Scopus, SOCOLAR, and Zetoc.
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