通过马来西亚移民 BSEIR 模型分析结核病的动态变化

IF 0.8 Q3 MULTIDISCIPLINARY SCIENCES Malaysian Journal of Fundamental and Applied Sciences Pub Date : 2023-12-04 DOI:10.11113/mjfas.v19n6.3063
Nur Hazimah Tamhaji, Nur 'Izzati Hamdan
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引用次数: 0

摘要

结核病是一种由结核分枝杆菌引起的空气传播疾病,存在于马来西亚。尽管如此,通过早期诊断和治疗,结核病感染是可以治愈的。这种疾病可以通过卡介苗(Bacillus calmetet - gusamrin, BCG)疫苗预防,这种疫苗在婴儿出生时接种。早期的研究已经建立了许多传染病的数学模型,因为它对理解传染病的传播模式和预测未来的结果至关重要。然而,关于结核病传播动态的研究很少,特别是在马来西亚有关移民的研究。因此,本研究旨在通过考虑移民参数,建立马来西亚结核感染的bcg接种、易感、暴露、感染和康复数学模型。模型参数来源于文献和2013年的部分报道数据,作为MAPLE软件模拟的初始值。结果表明,该模型的基本再现数大于1。图表显示,考虑移民的BSEIR模型显示,结核病感染病例有所上升。减少马来西亚受感染人数的最佳策略是提高传播率和恢复率。此外,还对无病平衡点的局部稳定性分析及其参数的敏感性分析进行了讨论。综上所述,在允许新移民和难民进入马来西亚之前,当局应该强制进行适当的筛选测试。
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The Dynamics of Tuberculosis through BSEIR Model with Immigration in Malaysia
Tuberculosis or known as TB is an airborne disease that exists in Malaysia caused by Mycobacterium Tuberculosis. Despite that, TB infection is curable with early diagnosis and treatment. The disease can be prevented through Bacillus Calmette-Guérin (BCG) vaccine, which is given among infants at birth. Numerous mathematical models on infectious diseases have been formulated in earlier studies since it is crucial to comprehend infectious disease transmission patterns and predict future outcomes. However, there is minimal study on the dynamics of TB transmission, particularly in Malaysia concerning immigration. Hence, this study aims to formulate a mathematical BCG-vaccinated, susceptible, exposed, infected, and recovered (BSEIR) model for TB infection in Malaysia by considering the immigration parameter. The model parameters are obtained from the literature and some with reported data in 2013 as initial value for the simulation using MAPLE software. The obtained results revealed that the basic reproduction number,  for the model is more than one. The graphical plot shows that the BSEIR model with immigration demonstrates a rise in TB-infected cases. The best strategy to lessen the number of infected individuals in Malaysia is by increasing the transmission rate and recovery rate. Additionally, the local stability analysis on the diseases-free equilibrium point and sensitivity analysis of its parameter is also provided and discussed. To conclude, a proper screening test should be mandated by the authorities before permitting new immigrants and refugees into Malaysia.
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CiteScore
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