蚊媒疾病与蚊虫预防行为耦合传染模型的平衡特性。

IF 2.6 4区 工程技术 Q1 Mathematics
Marya L Poterek, Mauricio Santos-Vega, T Alex Perkins
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引用次数: 0

摘要

虽然预防蚊媒疾病的不同策略在功效和实施规模上可能有很大差异,但它们都要求个人遵守使用策略。尽管如此,蚊子传播疾病的数学模型很少考虑人类行为。在这里,我们试图通过建立不同的行为刺激和蚊子预防形式如何塑造疾病的平衡流行的一般期望来解决这一差距。为了实现这一目标,我们开发了一个针对登革热流行病学和相关预防行为的耦合传染模型。在我们的模型参数化下,我们发现蚊子叮咬是行为摄取的最重要驱动因素。相比之下,与患有疾病或从事预防行为的个体的接触对行为吸收的影响较小。这三种刺激的相对影响反映了个体遇到它们的相对频率。我们还发现,两种不同的蚊虫预防形式,即个人防护和蚊虫密度降低,介导了行为对平衡疾病流行的不同影响。我们的研究结果强调,耦合传染模型的独特特征可以出现在具有不同生物学特征的疾病系统中。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Equilibrium properties of a coupled contagion model of mosquito-borne disease and mosquito preventive behaviors.

Although different strategies for mosquito-borne disease prevention can vary significantly in their efficacy and scale of implementation, they all require that individuals comply with their use. Despite this, human behavior is rarely considered in mathematical models of mosquito-borne diseases. Here, we sought to address that gap by establishing general expectations for how different behavioral stimuli and forms of mosquito prevention shape the equilibrium prevalence of disease. To accomplish this, we developed a coupled contagion model tailored to the epidemiology of dengue and preventive behaviors relevant to it. Under our model's parameterization, we found that mosquito biting was the most important driver of behavior uptake. In contrast, encounters with individuals experiencing disease or engaging in preventive behaviors themselves had a smaller influence on behavior uptake. The relative influence of these three stimuli reflected the relative frequency with which individuals encountered them. We also found that two distinct forms of mosquito prevention-namely, personal protection and mosquito density reduction-mediated different influences of behavior on equilibrium disease prevalence. Our results highlight that unique features of coupled contagion models can arise in disease systems with distinct biological features.

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来源期刊
Mathematical Biosciences and Engineering
Mathematical Biosciences and Engineering 工程技术-数学跨学科应用
CiteScore
3.90
自引率
7.70%
发文量
586
审稿时长
>12 weeks
期刊介绍: Mathematical Biosciences and Engineering (MBE) is an interdisciplinary Open Access journal promoting cutting-edge research, technology transfer and knowledge translation about complex data and information processing. MBE publishes Research articles (long and original research); Communications (short and novel research); Expository papers; Technology Transfer and Knowledge Translation reports (description of new technologies and products); Announcements and Industrial Progress and News (announcements and even advertisement, including major conferences).
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