Modeling the effects of psychological fear, media-induced awareness, and sanitation efforts on the dynamics of bacterial diseases

IF 2.8 3区 物理与天体物理 Q2 PHYSICS, MULTIDISCIPLINARY
Kuldeep Kumar Tripathi, Maitri Verma, Arvind Kumar Misra
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Abstract

Bacterial diseases significantly impact human health and the economy, posing serious challenges to societal well-being. Psychological fear of infection motivates behavioral changes to reduce contacts with infected individuals. Awareness campaigns play a crucial role in educating the public about precautionary measures, thereby reducing the likelihood of bacteria ingestion from contaminated sources. Furthermore, individuals who are informed through such campaigns often implement sanitation practices that help to reduce bacterial density in the environment. This study develops a nonlinear mathematical model to analyze the effects of psychological fear, media-induced awareness, and sanitation practices on bacterial disease dynamics. The model considers infection transmission through direct contacts with infected individuals and indirect exposure to environmental bacteria, assuming bacterial density increases proportional to the infected population. Results show that psychological fear, media-driven awareness, and sanitation play crucial roles in shaping bacterial disease dynamics. A higher growth rate of media advertisements induces limit cycle oscillations in the system via Hopf-bifurcation. However, these oscillations diminish when psychological fear surpasses a threshold. Furthermore, it is found that increasing efficacy of media advertisements in promoting precautionary behaviors and enhancing the depletion rate of bacteria through sanitation efforts by aware individuals can reduce disease prevalence. However, these measures may also induce periodic oscillations by lowering the Hopf-bifurcation threshold for media advertisements growth. An increase in the depletion rate of bacteria due to sanitation efforts can also lead to stability switch via double Hopf-bifurcation, underscoring the need for balanced sanitation strategies to prevent oscillations while ensuring effective disease control.

模拟心理恐惧、媒体诱导的意识和卫生努力对细菌疾病动态的影响
细菌性疾病严重影响人类健康和经济,对社会福祉构成严重挑战。对感染的心理恐惧促使人们改变行为,减少与感染者的接触。提高认识运动在教育公众了解预防措施方面发挥着至关重要的作用,从而减少从污染来源摄取细菌的可能性。此外,通过此类运动获得信息的个人通常会采取有助于降低环境中细菌密度的卫生措施。本研究发展了一个非线性数学模型来分析心理恐惧、媒体诱导的意识和卫生习惯对细菌疾病动态的影响。该模型考虑了通过与受感染个体的直接接触和间接暴露于环境细菌的感染传播,假设细菌密度与受感染人群成比例地增加。结果表明,心理恐惧,媒体驱动的意识和卫生在塑造细菌疾病动态中起着至关重要的作用。媒体广告的高增长率通过hopf分岔引起系统的极限环振荡。然而,当心理恐惧超过一个阈值时,这些波动就会减弱。此外,我们还发现,提高媒体广告在促进预防行为和提高细菌消耗率方面的功效,通过有卫生意识的个人努力,可以降低疾病的患病率。然而,这些措施也可能通过降低媒体广告增长的hopf分岔阈值来诱导周期性振荡。卫生工作造成的细菌消耗率的增加也可能通过双重hopf分岔导致稳定性切换,强调需要采取平衡的卫生战略,以防止振荡,同时确保有效的疾病控制。
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来源期刊
The European Physical Journal Plus
The European Physical Journal Plus PHYSICS, MULTIDISCIPLINARY-
CiteScore
5.40
自引率
8.80%
发文量
1150
审稿时长
4-8 weeks
期刊介绍: The aims of this peer-reviewed online journal are to distribute and archive all relevant material required to document, assess, validate and reconstruct in detail the body of knowledge in the physical and related sciences. The scope of EPJ Plus encompasses a broad landscape of fields and disciplines in the physical and related sciences - such as covered by the topical EPJ journals and with the explicit addition of geophysics, astrophysics, general relativity and cosmology, mathematical and quantum physics, classical and fluid mechanics, accelerator and medical physics, as well as physics techniques applied to any other topics, including energy, environment and cultural heritage.
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