A new take on optimal vaccine prioritization: when age-based strategy is efficient?

Abstract The rapid spread, high mortality rate, and hospital overcrowding made the SARS-CoV-2 virus a significant challenge for humanity. The emergent situation urgently called for investments in vaccine development as a critical measure to mitigate this issue. However, the financial costs and time required for vaccine development posed considerable obstacles to achieving comprehensive vaccination coverage. Therefore, understanding the most effective immunization strategy was paramount to contain the virus’s spread and optimize resource allocation in public policies. Age-based prioritization was applied in many regions, and one of the objectives of this work is to study under which circumstances such a strategy is efficient. Our results show that age-based vaccination is a poor strategy for disease eradication, although it has a fair performance in diminishing the number of deaths. Furthermore, other schemes, such as PageRank-based immunization, are much better options in general. We believe these results are of relevance, not only for the past SARS-CoV-2 pandemic, but also for future epidemic outbreaks.

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Publication Details

Journal
International Journal of Data Science and Analytics
Published
2026-03-12
DOI
https://doi.org/10.1007/s41060-026-01053-5
Primary Topic
COVID-19 epidemiological studies
Type
article
Field-Weighted Citation Impact
0.00

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article

A new take on optimal vaccine prioritization: when age-based strategy is efficient?

P. I. Fierens, Leandro Chaves REGO, Miguel Gonçalves
International Journal of Data Science and Analytics
COVID-19 epidemiological studies
article

A new take on optimal vaccine prioritization: when age-based strategy is efficient?

P. I. Fierens, Leandro Chaves REGO, Miguel Gonçalves
article en

Abstract

Abstract The rapid spread, high mortality rate, and hospital overcrowding made the SARS-CoV-2 virus a significant challenge for humanity. The emergent situation urgently called for investments in vaccine development as a critical measure to mitigate this issue. However, the financial costs and time required for vaccine development posed considerable obstacles to achieving comprehensive vaccination coverage. Therefore, understanding the most effective immunization strategy was paramount to contain the virus’s spread and optimize resource allocation in public policies. Age-based prioritization was applied in many regions, and one of the objectives of this work is to study under which circumstances such a strategy is efficient. Our results show that age-based vaccination is a poor strategy for disease eradication, although it has a fair performance in diminishing the number of deaths. Furthermore, other schemes, such as PageRank-based immunization, are much better options in general. We believe these results are of relevance, not only for the past SARS-CoV-2 pandemic, but also for future epidemic outbreaks.

International Journal of Data Science and AnalyticsVol. 22(1)
Consejo Nacional de Investigaciones Científicas y Técnicas (AR), Universidade Federal do Ceará (BR), Universidade Federal de Pernambuco (BR), Instituto Tecnológico de Buenos Aires (ITBA) (AR)
Coordenação de Aperfeiçoamento de Pessoal de Nível Superior
Good health and well-being
Openalex Percentile: Top 28%
COVID-19 epidemiological studies
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