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Effect of vaccine efficacy on disease transmission with age-structured

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  • Yin, Lu
  • Lu, YiKang
  • Du, ChunPeng
  • Shi, Lei

Abstract

Recent outbreaks of novel infectious diseases (e.g., COVID-19, H2N3) have highlighted the threat of pathogen transmission, and vaccination offers a necessary tool to relieve illness. However, vaccine efficacy is one of the barriers to eradicating the epidemic. Intuitively, vaccine efficacy is closely related to age structures, and the distribution of vaccine efficacy usually obeys a Gaussian distribution, such as with H3N2 and influenza A and B. Based on this fact, in this paper, we study the effect of vaccine efficacy on disease spread by considering different age structures and extending the traditional susceptible-infected-recovery/vaccinator(SIR/V) model with two stages to three stages, which includes the decision-making stage, epidemic stage, and birth-death stage. Extensive numerical simulations show that our model generates a higher vaccination level compared with the case of complete vaccine efficacy because the vaccinated individuals in our model can form small and numerous clusters slower than that of complete vaccine efficacy. In addition, priority vaccination for the elderly is conducive to halting the epidemic when facing population ageing. Our work is expected to provide valuable information for decision-making and the design of more effective disease control strategies.

Suggested Citation

  • Yin, Lu & Lu, YiKang & Du, ChunPeng & Shi, Lei, 2022. "Effect of vaccine efficacy on disease transmission with age-structured," Chaos, Solitons & Fractals, Elsevier, vol. 156(C).
    • Handle: RePEc:eee:chsofr:v:156:y:2022:i:c:s0960077922000236
    DOI: 10.1016/j.chaos.2022.111812
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    1. Tim K. Tsang & Vicky J. Fang & Dennis K. M. Ip & Ranawaka A. P. M. Perera & Hau Chi So & Gabriel M. Leung & J. S. Malik Peiris & Benjamin J. Cowling & Simon Cauchemez, 2019. "Indirect protection from vaccinating children against influenza in households," Nature Communications, Nature, vol. 10(1), pages 1-7, December.
    2. Blume Lawrence E., 1993. "The Statistical Mechanics of Strategic Interaction," Games and Economic Behavior, Elsevier, vol. 5(3), pages 387-424, July.
    3. Schlag, Karl H., 1998. "Why Imitate, and If So, How?, : A Boundedly Rational Approach to Multi-armed Bandits," Journal of Economic Theory, Elsevier, vol. 78(1), pages 130-156, January.
    4. Lu, Yikang & Geng, Yini & Gan, Wen & Shi, Lei, 2019. "Impacts of conformist on vaccination campaign in complex networks," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 526(C).
    5. Jamie Murphy & Frédérique Vallières & Richard P. Bentall & Mark Shevlin & Orla McBride & Todd K. Hartman & Ryan McKay & Kate Bennett & Liam Mason & Jilly Gibson-Miller & Liat Levita & Anton P. Martine, 2021. "Psychological characteristics associated with COVID-19 vaccine hesitancy and resistance in Ireland and the United Kingdom," Nature Communications, Nature, vol. 12(1), pages 1-15, December.
    6. Zhu, Zhewen & Dong, Yuting & Lu, Yikang & Shi, Lei, 2021. "Information exchange promotes and jeopardizes cooperation on interdependent networks," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 569(C).
    7. Zou, R. & Deng, Z. & Lu, Y. & Hu, J. & Han, Z., 2021. "Study of spreading phenomenon in network population considering heterogeneous property," Chaos, Solitons & Fractals, Elsevier, vol. 153(P1).
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    Cited by:

    1. Jiang, Bei & Yuan, Lin & Zou, Rongcheng & Su, Rui & Mi, Yuqiang, 2023. "The effect of migration on vaccination dilemma in networked populations," Chaos, Solitons & Fractals, Elsevier, vol. 170(C).
    2. Kulsum, Umma & Alam, Muntasir & Kamrujjaman, Md., 2024. "Modeling and investigating the dilemma of early and delayed vaccination driven by the dynamics of imitation and aspiration," Chaos, Solitons & Fractals, Elsevier, vol. 178(C).

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