Charles Mfano, Masanja Verdiana G, Torres Delfim F M, Mfinanga Sayoki G, Lyakurwa G A
School of Computational and Communication Science and Engineering, The Nelson Mandela African Institution of Science and Technology (NM-AIST), P.O. BOX 447, Arusha, Tanzania.
Department of ICT and Mathematics, College of Business Education (CBE), P.O. BOX 1968, Dar es Salaam, Tanzania.
Heliyon. 2024 May 31;10(11):e32012. doi: 10.1016/j.heliyon.2024.e32012. eCollection 2024 Jun 15.
This paper presents a mathematical model to understand how rabies spreads among humans, free-range, and domestic dogs. By analyzing the model, we discovered that there are equilibrium points representing both disease-free and endemic states. We calculated the basic reproduction number, using the next generation matrix method. When , the disease-free equilibrium is globally stable, whereas when , the endemic equilibrium is globally stable. To identify the most influential parameters in disease transmission, we used the normalized forward sensitivity index. The simulations revealed that the contact rates between the infectious agent and humans, free-range dogs, and domestic dogs, have the most significant impact on rabies transmission. The study also examines how periodic changes in transmission rates affect the disease dynamics, emphasizing the importance of transmission frequency and amplitude on the patterns observed in rabies spread. To reduce disease sensitivity, one should prioritize effective disease control measures that focus on keeping both free-range and domestic dogs indoors. This is a crucial factor in preventing the spread of disease and should be implemented as a primary disease control measure.
本文提出了一个数学模型,以了解狂犬病如何在人类、散养犬和家犬之间传播。通过对该模型的分析,我们发现存在代表无病状态和地方病状态的平衡点。我们使用下一代矩阵法计算了基本再生数。当 时,无病平衡点全局稳定,而当 时,地方病平衡点全局稳定。为了确定疾病传播中最具影响力的参数,我们使用了归一化正向敏感性指数。模拟结果表明,传染源与人类、散养犬和家犬之间的接触率对狂犬病传播影响最为显著。该研究还考察了传播率的周期性变化如何影响疾病动态,强调了传播频率和幅度对狂犬病传播中观察到的模式的重要性。为了降低疾病敏感性,应优先采取有效的疾病控制措施,重点是让散养犬和家犬都待在室内。这是预防疾病传播的关键因素,应作为主要的疾病控制措施加以实施。