论文标题

建模疫苗接种对非洲国家大流行的影响

Modelling the impact of vaccination on the COVID-19 pandemic in African countries

论文作者

Mathebula, Dephney, Amankwah, Abigail, Amouzouvi, Kossi, Assamagan, Kétévi A., Azote, Somiéalo, Fajemisin, Jesutofunmi Ayo, Fankam, Jean Baptiste Fankam, Guga, Aluwani, Kamwela, Moses, Mabote, Toivo S., Kanduza, Mulape M, Macucule, Francisco Fenias, Muronga, Azwinndini, Njeri, Ann, Oluwole, Michael, Paulo, Cláudio Moisés

论文摘要

SARS-COV-2病毒引起的Covid-19疾病的疫苗的快速发展是一项巨大的科学成就。在开发COVID-19疫苗之前,大多数研究都利用了不包括药物措施的可用数据。这些研究的重点是非药物措施(例如,社会距离,卫生,面具戴口罩和锁定)的影响,研究了Covid-19的传播。在这项研究中,我们使用了Sidarthe-V模型,该模型是Sidarthe模型的扩展,其中我们包括疫苗接种卷。我们研究了疫苗接种对非洲国家病毒严重性(致命性)的影响。通过同时拟合加纳,肯尼亚,肯尼亚,莫桑比克,尼日利亚,南非,多哥和赞比亚的政府报告的死亡,恢复,主动病例和全面疫苗接种的累积数据来提取模型参数。随着国家的疫苗接种计划有一定程度的差异,我们考虑了疫苗接种运动对这些国家死亡率的影响。研究表明,随着每个国家的疫苗接种程度的增加,累积死亡率急剧下降。尽管随着新波的到来,感染率有时会增加,但死亡率并没有像我们在疫苗接种之前看到的那样增加。

The rapid development of vaccines to combat the spread of COVID-19 disease caused by the SARS-CoV-2 virus is a great scientific achievement. Before the development of the COVID-19 vaccines, most studies capitalized on the available data that did not include pharmaceutical measures. Such studies focused on the impact of non-pharmaceutical measures (e.g social distancing, sanitation, wearing of face masks, and lockdown) to study the spread of COVID-19. In this study, we used the SIDARTHE-V model which is an extension of the SIDARTHE model wherein we include vaccination roll outs. We studied the impact of vaccination on the severity (deadly nature) of the virus in African countries. Model parameters were extracted by fitting simultaneously the COVID-19 cumulative data of deaths, recoveries, active cases, and full vaccinations reported by the governments of Ghana, Kenya, Mozambique, Nigeria, South Africa, Togo, and Zambia. With countries having some degree of variation in their vaccination programs, we considered the impact of vaccination campaigns on the death rates in these countries. The study showed that the cumulative death rates declined drastically with the increased extent of vaccination in each country; while infection rates were sometimes increasing with the arrival of new waves, the death rates did not increase as we saw before vaccination.

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