具有保护意识和两个菌株的SVEIR传输模型的动力学
Kaijing Chen1, Fengying Wei1,2,3, Xinyan Zhang4
1School of Mathematics and Statistics, Fuzhou University, Fuzhou, 350116, Fujian, China.
Infectious Disease Modelling
|October 29, 2024
概括
公共保护意识是控制COVID-19传播的关键,特别是针对像XBB这样的新兴菌株. 联合策略和早期宣传活动显著减少了感染规模.
科学领域:
- 流行病学 流行病学
- 数学生物学 数学生物学
- 公共卫生 公共卫生
背景情况:
- 在全球范围内,COVID-19已经造成了数百万人的死亡.
- 了解疾病动态对于有效控制至关重要.
研究的目的:
- 为了模拟COVID-19传播动态,考虑宿主,干预措施和疫苗接种.
- 分析保护意识和疫苗有效性对不同菌株的影响.
主要方法:
- 开发了一个微分方程模型 (SVEIR) 结合了两种菌株和公众保护意识.
- 利用下一代矩阵,赫维茨标准,拉萨尔的不变原理和利亚普诺夫函数进行稳定性分析.
- 应用立方线插曲和最小方位适配用于使用Omicron和XBB菌株数据进行数值模拟.
- 使用PRCC.进行了全球敏感性分析.
主要成果:
- 保护意识显著降低了感染率.
- 疫苗对早期菌株有效,但对新兴菌株不有效.
- 在Omicron上XBB菌株占主导地位.
- 联合控制策略和早期公众宣传活动比单独的措施更有效.
结论:
- 公共保护意识是缓解COVID-19传播的关键因素.
- 政策制定者应该监测和利用公众对有效疾病控制的认识.
- 该SVEIR模型提供了有关菌株主导地位和干预有效性的见解.
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