Assessing vaccine efficacy for infectious diseases with variable immunity using a mathematical model

This study introduces an SIRS compartmental mathematical model encompassing vaccination and variable immunity periods for infectious diseases. I derive a basic reproduction number formula and assess the local and global stability of disease-free and the local stability of the endemic equilibria. I demonstrate that the basic reproduction number in the presence of a vaccine is highly sensitive to the rate of immunity loss, and even a slight reduction in this rate can significantly contribute to disease control. Additionally, I have derived a formula to calculate the critical efficacy period required for a vaccine to effectively manage and control the disease.The analysis conducted for the model suggests that increasing the vaccine's immunity duration (efficacy) decelerates disease dynamics, leading to reduced rates of reinfection and less severe disease outcomes. Furthermore, this delay contributes to a decrease in the basic reproduction number ( <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"><mml:msub><mml:mi>R</mml:mi> <mml:mn>0</mml:mn></mml:msub> </mml:math> ), thus facilitating more rapid disease control efforts.

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Publication Details

Journal
Scientific Reports
Published
2024-08-10
DOI
https://doi.org/10.1038/s41598-024-69651-6
Citations
9
Primary Topic
COVID-19 epidemiological studies
Type
article
Field-Weighted Citation Impact
3.56
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article

Assessing vaccine efficacy for infectious diseases with variable immunity using a mathematical model

Mo’tassem Al-arydah
9 citations
Scientific Reports
COVID-19 epidemiological studies
3.56
article

Assessing vaccine efficacy for infectious diseases with variable immunity using a mathematical model

Mo’tassem Al-arydah
article en
9 citations

Abstract

This study introduces an SIRS compartmental mathematical model encompassing vaccination and variable immunity periods for infectious diseases. I derive a basic reproduction number formula and assess the local and global stability of disease-free and the local stability of the endemic equilibria. I demonstrate that the basic reproduction number in the presence of a vaccine is highly sensitive to the rate of immunity loss, and even a slight reduction in this rate can significantly contribute to disease control. Additionally, I have derived a formula to calculate the critical efficacy period required for a vaccine to effectively manage and control the disease.The analysis conducted for the model suggests that increasing the vaccine's immunity duration (efficacy) decelerates disease dynamics, leading to reduced rates of reinfection and less severe disease outcomes. Furthermore, this delay contributes to a decrease in the basic reproduction number ( <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"><mml:msub><mml:mi>R</mml:mi> <mml:mn>0</mml:mn></mml:msub> </mml:math> ), thus facilitating more rapid disease control efforts.

Scientific ReportsVol. 14(1)
Khalifa University of Science and Technology (AE)
Zero hunger
Openalex Percentile: Top 7%
COVID-19 epidemiological studies
3.56
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