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A novel mathematical model for prioritization of individuals to receive vaccine considering governmental health protocols

Author

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  • N. Shamsi Gamchi

    (Alzahra University)

  • M. Esmaeili

    (Alzahra University)

Abstract

Infectious diseases drive countries to provide vaccines to individuals. Due to the limited supply of vaccines, individuals prioritize receiving vaccinations worldwide. Although, priority groups are formed based on age groupings due to the restricted decision-making time. Governments usually ordain different health protocols such as lockdown policy, mandatory use of face masks, and vaccination during the pandemics. Therefore, this study considers the case of COVID-19 with a SEQIR (susceptible–exposed–quarantined–infected–recovered) epidemic model and presents a novel prioritization technique to minimize the social and economic impacts of the lockdown policy. We use retail units as one of the affected parts to demonstrate how a vaccination plan may be more effective if individuals such as retailers were prioritized and age groups. In addition, we estimate the total required vaccine doses to control the epidemic disease and compute the number of vaccine doses supplied by various suppliers. The vaccine doses are determined using optimal control theory in the solution technique. In addition, we consider the effect of the mask using policy in the number of vaccine doses allocated to each priority group. The model’s performance is evaluated using an illustrative scenario based on a real case.

Suggested Citation

  • N. Shamsi Gamchi & M. Esmaeili, 2023. "A novel mathematical model for prioritization of individuals to receive vaccine considering governmental health protocols," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 24(4), pages 633-646, June.
    • Handle: RePEc:spr:eujhec:v:24:y:2023:i:4:d:10.1007_s10198-022-01491-5
    DOI: 10.1007/s10198-022-01491-5
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    References listed on IDEAS

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    1. Shamsi G., N. & Ali Torabi, S. & Shakouri G., H., 2018. "An option contract for vaccine procurement using the SIR epidemic model," European Journal of Operational Research, Elsevier, vol. 267(3), pages 1122-1140.
    2. Meimei Wang & Steffen Flessa, 2020. "Modelling Covid-19 under uncertainty: what can we expect?," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 21(5), pages 665-668, July.
    3. Nita H. Shah & Ankush H. Suthar & Ekta N. Jayswal & Ankit Sikarwar, 2021. "Fractional SIR-Model for Estimating Transmission Dynamics of COVID-19 in India," J, MDPI, vol. 4(2), pages 1-15, April.
    4. Rahmiye Figen Ceylan & Burhan Ozkan & Esra Mulazimogullari, 2020. "Historical evidence for economic effects of COVID-19," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 21(6), pages 817-823, August.
    5. Pouria Khodabandeh & Vahid Kayvanfar & Majid Rafiee & Frank Werner, 2021. "A Bi-Objective Home Health Care Routing and Scheduling Model with Considering Nurse Downgrading Costs," IJERPH, MDPI, vol. 18(3), pages 1-24, January.
    6. Robert Brent, 2011. "An implicit price of a DALY for use in a cost-benefit analysis of ARVs," Applied Economics, Taylor & Francis Journals, vol. 43(11), pages 1413-1421.
    7. Yongin Choi & James Slghee Kim & Jung Eun Kim & Heejin Choi & Chang Hyeong Lee, 2021. "Vaccination Prioritization Strategies for COVID-19 in Korea: A Mathematical Modeling Approach," IJERPH, MDPI, vol. 18(8), pages 1-19, April.
    8. Korolev, Ivan, 2021. "Identification and estimation of the SEIRD epidemic model for COVID-19," Journal of Econometrics, Elsevier, vol. 220(1), pages 63-85.
    9. Peter J Neumann & Teja Thorat & Yue Zhong & Jordan Anderson & Megan Farquhar & Mark Salem & Eileen Sandberg & Cayla J Saret & Colby Wilkinson & Joshua T Cohen, 2016. "A Systematic Review of Cost-Effectiveness Studies Reporting Cost-per-DALY Averted," PLOS ONE, Public Library of Science, vol. 11(12), pages 1-14, December.
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    More about this item

    Keywords

    Infectious disease; SEQIR epidemic model; Vaccine allocation; Parallel prioritization; Mandatory use of face mask; Optimal control;
    All these keywords.

    JEL classification:

    • C61 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Optimization Techniques; Programming Models; Dynamic Analysis

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