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Attaining herd immunity to a new infectious disease through multi-stage policies incentivising voluntary vaccination

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  • Kejriwal, Saransh
  • Sheth, Sarjan
  • Silpa, P.S.
  • Sarkar, Sumit
  • Guha, Apratim

Abstract

Vaccine hesitancy, as well as propensity to free-ride, can pose serious challenges to mass vaccination schemes aimed at controlling spread of infectious diseases. If vaccination is not mandatory, the individuals decide whether to vaccinate, or not, comparing their expected utilities, net of costs, from the respective options. In our proposed model, to encourage and incentivise vaccination, the government launches a 4-stage policy implementation plan, involving awareness building, vaccine distribution intensification, subsidising the vaccine, and offering free-vaccination along with a reward for getting vaccinated. While the government distributes and subsidises one vaccine, it decides whether to approve private distribution of another vaccine. Modelling the scenario as a population game, wherein the individuals may want to free-ride by avoiding vaccine while others get vaccinated, we determine the vaccine coverage in the Markov perfect equilibrium (MPE) of the game at each stage. Through a detailed numerical simulation, we observe the effects of exogenous variables, policy variables and efficiency parameters, on coverage. Our results indicate that the government should approve the other vaccine and focus on intensifying vaccine distribution. The impact of awareness development is limited. If the partial subsidy in the penultimate stage is higher, a smaller fraction of the population needs to be covered under the rewarded free-vaccination scheme. However, the high partial subsidy in the penultimate stage may come at an additional cost burden on the government, and hence a trade-off may be necessary.

Suggested Citation

  • Kejriwal, Saransh & Sheth, Sarjan & Silpa, P.S. & Sarkar, Sumit & Guha, Apratim, 2022. "Attaining herd immunity to a new infectious disease through multi-stage policies incentivising voluntary vaccination," Chaos, Solitons & Fractals, Elsevier, vol. 154(C).
  • Handle: RePEc:eee:chsofr:v:154:y:2022:i:c:s096007792101064x
    DOI: 10.1016/j.chaos.2021.111710
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    as
    1. Ghosh, Diptesh & Chakrabarti, Anindya S., 2017. "Emergence of distributed coordination in the Kolkata Paise Restaurant problem with finite information," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 483(C), pages 16-24.
    2. Bin Wu & Feng Fu & Long Wang, 2011. "Imperfect Vaccine Aggravates the Long-Standing Dilemma of Voluntary Vaccination," PLOS ONE, Public Library of Science, vol. 6(6), pages 1-7, June.
    3. James Andreoni & Michael Callen & Karrar Hussain & Muhammad Yasir Khan & Charles Sprenger, 2023. "Using Preference Estimates to Customize Incentives: An Application to Polio Vaccination Drives in Pakistan," Journal of the European Economic Association, European Economic Association, vol. 21(4), pages 1428-1477.
    4. Chris T Bauch & Samit Bhattacharyya, 2012. "Evolutionary Game Theory and Social Learning Can Determine How Vaccine Scares Unfold," PLOS Computational Biology, Public Library of Science, vol. 8(4), pages 1-12, April.
    5. Sahil Loomba & Alexandre Figueiredo & Simon J. Piatek & Kristen Graaf & Heidi J. Larson, 2021. "Measuring the impact of COVID-19 vaccine misinformation on vaccination intent in the UK and USA," Nature Human Behaviour, Nature, vol. 5(3), pages 337-348, March.
    6. Cavalli, Fausto & Naimzada, Ahmad K. & Pecora, Nicolò, 2019. "Complex interplay between monetary and fiscal policies in a real economy model," Chaos, Solitons & Fractals, Elsevier, vol. 128(C), pages 318-330.
    7. Maskin, Eric & Tirole, Jean, 2001. "Markov Perfect Equilibrium: I. Observable Actions," Journal of Economic Theory, Elsevier, vol. 100(2), pages 191-219, October.
    8. David Besanko & Wayne L. Winston, 1990. "Optimal Price Skimming by a Monopolist Facing Rational Consumers," Management Science, INFORMS, vol. 36(5), pages 555-567, May.
    9. Ashish R. Hota & Shreyas Sundaram, 2017. "Game-Theoretic Vaccination Against Networked SIS Epidemics and Impacts of Human Decision-Making," Papers 1703.08750, arXiv.org, revised Mar 2019.
    10. Li, Qiu & Li, MingChu & Lv, Lin & Guo, Cheng & Lu, Kun, 2017. "A new prediction model of infectious diseases with vaccination strategies based on evolutionary game theory," Chaos, Solitons & Fractals, Elsevier, vol. 104(C), pages 51-60.
    11. Sahil Loomba & Alexandre Figueiredo & Simon J. Piatek & Kristen Graaf & Heidi J. Larson, 2021. "Author Correction: Measuring the impact of COVID-19 vaccine misinformation on vaccination intent in the UK and USA," Nature Human Behaviour, Nature, vol. 5(7), pages 960-960, July.
    12. 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.
    13. Chen, Dandan & Zheng, Muhua & Zhao, Ming & Zhang, Yu, 2018. "A dynamic vaccination strategy to suppress the recurrent epidemic outbreaks," Chaos, Solitons & Fractals, Elsevier, vol. 113(C), pages 108-114.
    14. Loevinsohn, B.P. & Loevinsohn, M.E., 1987. "Well child clinics and mass vaccination campaigns: An evaluation of strategies for improving the coverage of primary health care in a developing country," American Journal of Public Health, American Public Health Association, vol. 77(11), pages 1407-1411.
    15. Shosh Shahrabani & Uri Benzion & Gregory Yom Din, 2009. "Factors affecting nurses’ decision to get the flu vaccine," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 10(2), pages 227-231, May.
    16. Merlone, Ugo & Panchuk, Anastasiia & van Geert, Paul, 2019. "Modeling learning and teaching interaction by a map with vanishing denominators: Fixed points stability and bifurcations," Chaos, Solitons & Fractals, Elsevier, vol. 126(C), pages 253-265.
    17. Challet, D. & Zhang, Y.-C., 1997. "Emergence of cooperation and organization in an evolutionary game," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 246(3), pages 407-418.
    18. Wooyoung Lim & Pengfei Zhang, 2020. "Herd immunity and a vaccination game: An experimental study," PLOS ONE, Public Library of Science, vol. 15(5), pages 1-16, May.
    19. Jungeilges, Jochen & Ryazanova, Tatyana, 2019. "Transitions in consumption behaviors in a peer-driven stochastic consumer network," Chaos, Solitons & Fractals, Elsevier, vol. 128(C), pages 144-154.
    20. Sahil Loomba & Alexandre Figueiredo & Simon J. Piatek & Kristen Graaf & Heidi J. Larson, 2021. "Author Correction: Measuring the impact of COVID-19 vaccine misinformation on vaccination intent in the UK and USA," Nature Human Behaviour, Nature, vol. 5(3), pages 407-407, March.
    21. Nancy L. Stokey, 1979. "Intertemporal Price Discrimination," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 93(3), pages 355-371.
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    Cited by:

    1. Huang, He & Xu, Yang & Xing, Jingli & Shi, Tianyu, 2023. "Social influence or risk perception? A mathematical model of self-protection against asymptomatic infection in multilayer network," Chaos, Solitons & Fractals, Elsevier, vol. 166(C).
    2. Tang, Lianhua & Li, Yantong & Bai, Danyu & Liu, Tao & Coelho, Leandro C., 2022. "Bi-objective optimization for a multi-period COVID-19 vaccination planning problem," Omega, Elsevier, vol. 110(C).

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