Adolescent vaping behaviours: Exploring the dynamics of a social contagion model

IF 1.9 4区 数学 Q2 BIOLOGY Mathematical Biosciences Pub Date : 2024-09-17 DOI:10.1016/j.mbs.2024.109303
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Abstract

Vaping, or the use of electronic cigarettes (e-cigarettes), is an ongoing issue for public health. The rapid increase in e-cigarette usage, particularly among adolescents, has often been referred to as an epidemic. Drawing upon this epidemiological analogy between vaping and infectious diseases as a theoretical framework, we present a deterministic compartmental model of adolescent e-cigarette smoking which accounts for social influences on initiation, relapse, and cessation behaviours. We use results from a sensitivity analysis of the model’s parameters on various response variables to identify key influences on system dynamics and simplify the model into one that can be analysed more thoroughly. We identify a single feasible endemic equilibrium for the proportion of smokers that decreases as social influence on cessation increases. Through steady state and stability analyses, as well as simulations of the model, we conclude that social influences from and on temporary quitters are not important in overall model dynamics, and that social influences from permanent quitters can have a significant impact on long-term system dynamics. In particular, we show that social influence on cessation can induce persistent recurrent smoking outbreaks.

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青少年吸烟行为:探索社会传染模式的动态变化
吸食电子烟(Vaping)或使用电子香烟(e-cigarettes)是一个持续的公共卫生问题。电子烟使用量的快速增长,尤其是在青少年中,经常被称为一种流行病。以电子烟和传染病之间的流行病学类比为理论框架,我们提出了一个青少年吸食电子烟的确定性分区模型,该模型考虑了对开始吸烟、复吸和戒烟行为的社会影响。我们利用模型参数对各种反应变量的敏感性分析结果来确定系统动态的关键影响因素,并将模型简化为一个可以进行更深入分析的模型。我们为吸烟者比例确定了一个单一可行的地方性平衡,该平衡随着社会对戒烟影响的增加而降低。通过稳态和稳定性分析以及对模型的模拟,我们得出结论:来自临时戒烟者的社会影响和对临时戒烟者的社会影响在整个模型动力学中并不重要,而来自永久戒烟者的社会影响会对长期系统动力学产生重大影响。特别是,我们表明对戒烟的社会影响会诱发持续的、反复的吸烟爆发。
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
Mathematical Biosciences
Mathematical Biosciences 生物-生物学
CiteScore
7.50
自引率
2.30%
发文量
67
审稿时长
18 days
期刊介绍: Mathematical Biosciences publishes work providing new concepts or new understanding of biological systems using mathematical models, or methodological articles likely to find application to multiple biological systems. Papers are expected to present a major research finding of broad significance for the biological sciences, or mathematical biology. Mathematical Biosciences welcomes original research articles, letters, reviews and perspectives.
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A joint-threshold Filippov model describing the effect of intermittent androgen-deprivation therapy in controlling prostate cancer Adolescent vaping behaviours: Exploring the dynamics of a social contagion model Editorial Board Modeling virus-stimulated proliferation of CD4+ T-cell, cell-to-cell transmission and viral loss in HIV infection dynamics A mathematical model of melatonin synthesis and interactions with the circadian clock
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