Khan Md Mamun-Ur-Rashid, Arefin Md Rajib, Tanimoto Jun
Interdisciplinary Graduate School of Engineering Sciences, Kyushu University, Kasuga-koen, Kasuga-shi, Fukuoka, 816-8580, Japan.
Department of Mathematics, University of Dhaka, Dhaka, 1000, Bangladesh.
Infect Dis Model. 2023 Sep;8(3):656-671. doi: 10.1016/j.idm.2023.06.001. Epub 2023 Jun 11.
The emergence of a novel strain during a pandemic, like the current COVID-19, is a major concern to the healthcare system. The most effective strategy to control this type of pandemic is vaccination. Many previous studies suggest that the existing vaccine may not be fully effective against the new strain. Additionally, the new strain's late arrival has a significant impact on the disease dynamics and vaccine coverage. Focusing on these issues, this study presents a two-strain epidemic model in which the new strain appears with a time delay. We considered two vaccination provisions, namely preinfection and postinfection vaccinations, which are governed by human behavioral dynamics. In such a framework, individuals have the option to commit vaccination before being infected with the first strain. Additionally, people who forgo vaccination and become infected with the first train have the chance to be vaccinated (after recovery) in an attempt to avoid infection from the second strain. However, a second strain can infect vaccinated and unvaccinated individuals. People may have additional opportunities to be vaccinated and to protect themselves from the second strain due to the time delay. Considering the cost of the vaccine, the severity of the new strain, and the vaccine's effectiveness, our results indicated that delaying the second strain decreases the peak size of the infected individuals. Finally, by estimating the social efficiency deficit, we discovered that the social dilemma for receiving immunization decreases with the delay in the arrival of the second strain.
在大流行期间出现新毒株,比如当前的新冠病毒,是医疗系统面临的一个主要问题。控制这类大流行的最有效策略是接种疫苗。许多先前的研究表明,现有的疫苗可能对新毒株并不完全有效。此外,新毒株出现较晚对疾病动态和疫苗接种覆盖率有重大影响。针对这些问题,本研究提出了一个双毒株流行模型,其中新毒株的出现存在时间延迟。我们考虑了两种疫苗接种方案,即感染前接种和感染后接种,它们受人类行为动态的影响。在这样一个框架下,个体可以选择在感染第一种毒株之前接种疫苗。此外,那些放弃接种疫苗并感染了第一种毒株的人有机会(康复后)接种疫苗,以避免感染第二种毒株。然而,第二种毒株可以感染接种过疫苗和未接种疫苗的个体。由于时间延迟,人们可能有更多机会接种疫苗并保护自己免受第二种毒株的感染。考虑到疫苗成本、新毒株的严重程度以及疫苗的有效性,我们的结果表明,推迟第二种毒株的出现会降低感染个体的峰值数量。最后,通过估计社会效率赤字,我们发现接种疫苗的社会困境会随着第二种毒株出现时间的延迟而减少。