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温度、湿度和停课对流行性腮腺炎疫情的影响:中国大陆的一项病例研究。

The impact of temperature, humidity and closing school on the mumps epidemic: a case study in the mainland of China.

机构信息

School of Information and Mathematics, Yangtze University, Nanhuan Road, Jingzhou, 434023, China.

Information Engineering College, Hunan Applied Technology University, Shanjuan Road, Changde, 415100, China.

出版信息

BMC Public Health. 2024 Jun 19;24(1):1632. doi: 10.1186/s12889-024-18819-w.

Abstract

BACKGROUND

To control resurging infectious diseases like mumps, it is necessary to resort to effective control and preventive measures. These measures include increasing vaccine coverage, providing the community with advice on how to reduce exposure, and closing schools. To justify such intervention, it is important to understand how well each of these measures helps to limit transmission.

METHODS

In this paper, we propose a simple SEILR (susceptible-exposed-symptomatically infectious-asymptomatically infectious-recovered) model by using a novel transmission rate function to incorporate temperature, humidity, and closing school factors. This new transmission rate function allows us to verify the impact of each factor either separately or combined. Using reported mumps cases from 2004 to 2018 in the mainland of China, we perform data fitting and parameter estimation to evaluate the basic reproduction number  . As a wide range of one-dose measles, mumps, and rubella (MMR) vaccine programs in China started only in 2008, we use different vaccination proportions for the first Stage I period (from 2004 to 2008) and the second Stage II period (from 2009 to 2018). This allows us to verify the importance of higher vaccine coverage with a possible second dose of MMR vaccine.

RESULTS

We find that the basic reproduction number   is generally between 1 and 3. We then use the Akaike Information Criteria to assess the extent to which each of the three factors contributed to the spread of mumps. The findings suggest that the impact of all three factors is substantial, with temperature having the most significant impact, followed by school opening and closing, and finally humidity.

CONCLUSION

We conclude that the strategy of increasing vaccine coverage, changing micro-climate (temperature and humidity), and closing schools can greatly reduce mumps transmission.

摘要

背景

为了控制腮腺炎等传染病的反弹,有必要采取有效的控制和预防措施。这些措施包括提高疫苗接种率、向社区提供减少接触的建议,以及关闭学校。为了证明这种干预的合理性,了解这些措施中的每一项在限制传播方面的效果如何是很重要的。

方法

在本文中,我们提出了一个简单的 SEILR(易感-暴露-症状感染-无症状感染-恢复)模型,通过使用一个新的传播率函数来纳入温度、湿度和关闭学校的因素。这个新的传播率函数使我们能够验证每个因素单独或组合的影响。利用中国大陆 2004 年至 2018 年报告的腮腺炎病例,我们进行数据拟合和参数估计,以评估基本繁殖数。由于中国广泛实施的一剂麻疹、腮腺炎和风疹(MMR)疫苗计划始于 2008 年,我们在第一阶段(2004 年至 2008 年)和第二阶段(2009 年至 2018 年)使用不同的疫苗接种比例。这使我们能够验证更高的疫苗接种率和可能的第二剂 MMR 疫苗的重要性。

结果

我们发现基本繁殖数通常在 1 和 3 之间。然后,我们使用赤池信息量准则来评估这三个因素中每一个对腮腺炎传播的贡献程度。研究结果表明,所有三个因素的影响都很大,温度的影响最大,其次是学校的开放和关闭,最后是湿度。

结论

我们的结论是,增加疫苗接种率、改变小气候(温度和湿度)和关闭学校的策略可以大大减少腮腺炎的传播。

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