A fractional order SIR model describing hesitancy to the COVID-19 vaccination

This study introduces a SIR (Susceptible-Infectious-Recovered) model using fractional derivatives to assess the population's hesitancy to the COVID-19 vaccination campaign in Portugal. Leveraging the framework developed by Angstmann [1], our approach incorporates fractional derivatives to best describe the nuanced dynamics of the vaccination process. We begin by examining the qualitative properties of the proposed model. To substantiate the inclusion of fractional derivatives, empirical data along with statistical criteria are applied. Numerical simulations are performed to compare both integer and fractional order models. An epidemiological interpretation for the fractional order of the model is provided, in the context of a vaccination campaign.

Authors

Publication Details

Journal
Applied Numerical Mathematics
Published
2024-10-05
DOI
https://doi.org/10.1016/j.apnum.2024.10.001
Citations
8
Primary Topic
Fractional Differential Equations Solutions
Type
article
Field-Weighted Citation Impact
3.16

Funders

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article

A fractional order SIR model describing hesitancy to the COVID-19 vaccination

Pedro M. Lima, Niel Hens, Constantino Caetano, M. Luísa Morgado et al.
8 citations
Applied Numerical Mathematics
Fractional Differential Equations Solutions
3.16
article

A fractional order SIR model describing hesitancy to the COVID-19 vaccination

Pedro M. Lima, Niel Hens, Constantino Caetano, M. Luísa Morgado, Baltazar Nunes
article en
8 citations

Abstract

This study introduces a SIR (Susceptible-Infectious-Recovered) model using fractional derivatives to assess the population's hesitancy to the COVID-19 vaccination campaign in Portugal. Leveraging the framework developed by Angstmann [1], our approach incorporates fractional derivatives to best describe the nuanced dynamics of the vaccination process. We begin by examining the qualitative properties of the proposed model. To substantiate the inclusion of fractional derivatives, empirical data along with statistical criteria are applied. Numerical simulations are performed to compare both integer and fractional order models. An epidemiological interpretation for the fractional order of the model is provided, in the context of a vaccination campaign.

Applied Numerical MathematicsVol. 207
Fundação para a Ciência e a Tecnologia
Zero hunger
Openalex Percentile: Top 8%
Fractional Differential Equations Solutions
3.16
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A fractional order SIR model describing hesitancy to the COVID-19 vaccination — Pedro M. Lima, Niel Hens, et al. · Applied Numerical Mathematics (2024) | TGRS Research Map | TGRS