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Jumping the Queue:Willingness to Pay for Faster Access to COVID-19 Vaccines in Seven European Countries

Author

Listed:
  • Sebastian Neumann-Böhme

    (Erasmus University Rotterdam
    University of Hamburg)

  • Iryna Sabat

    (Nova School of Business and Economics)

  • Carolin Brinkmann

    (University of Hamburg)

  • Arthur E. Attema

    (Erasmus University Rotterdam
    Erasmus Centre for Health Economics Rotterdam, Erasmus University Rotterdam)

  • Tom Stargardt

    (University of Hamburg)

  • Jonas Schreyögg

    (University of Hamburg)

  • Werner Brouwer

    (Erasmus University Rotterdam
    Erasmus Centre for Health Economics Rotterdam, Erasmus University Rotterdam)

Abstract

Introduction Given the initial shortage of vaccines to protect against coronavirus disease 2019 (COVID-19), many countries set up priority lists, implying that large parts of the population had to wait. We therefore elicited the willingness to pay (WTP) for access to two hypothetical COVID-19 vaccines. Methods Respondents were asked how much they would be willing to pay to get an immediate COVID-19 vaccination rather than waiting for one through the public system. We report data collected in January/February 2021 from the European COVID Survey (ECOS) comprising representative samples of the population in Denmark, France, Germany, Italy, Portugal, the Netherlands, and the UK (N = 7068). Results In total, 73% (68.5%) of respondents were willing to pay for immediate access to a 100% (60%) effective vaccine, ranging from 66.4% (59.4%) in the Netherlands to 83.3% (81.1%) in Portugal. We found a mean WTP of 54.36 euros (median 37 euros) for immediate access to the 100% effective COVID-19 vaccine and 43.83 euros (median 31 euros) for the 60% effective vaccine. The vaccines’ effectiveness, respondents’ age, country of residence, income, health state and well-being were significant determinants of WTP. Willingness to be vaccinated (WTV) was also strongly associated with WTP, with lower WTV being associated with lower WTP. A higher perceived risk of infection, higher health risk, more trust in the safety of vaccines, and higher expected waiting time for the free vaccination were all associated with a higher WTP. Conclusion We find that most respondents would have been willing to pay for faster access to COVID vaccines (jumping the queue), suggesting welfare gains from quicker access to these vaccines. This is an important result in light of potential future outbreaks and vaccines.

Suggested Citation

  • Sebastian Neumann-Böhme & Iryna Sabat & Carolin Brinkmann & Arthur E. Attema & Tom Stargardt & Jonas Schreyögg & Werner Brouwer, 2023. "Jumping the Queue:Willingness to Pay for Faster Access to COVID-19 Vaccines in Seven European Countries," PharmacoEconomics, Springer, vol. 41(10), pages 1389-1402, October.
  • Handle: RePEc:spr:pharme:v:41:y:2023:i:10:d:10.1007_s40273-023-01284-5
    DOI: 10.1007/s40273-023-01284-5
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    References listed on IDEAS

    as
    1. Sebastian Neumann-Böhme & Nirosha Elsem Varghese & Iryna Sabat & Pedro Pita Barros & Werner Brouwer & Job Exel & Jonas Schreyögg & Tom Stargardt, 2020. "Once we have it, will we use it? A European survey on willingness to be vaccinated against COVID-19," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 21(7), pages 977-982, September.
    2. Sebastian Neumann-Böhme & Stefan A. Lipman & Werner B. F. Brouwer & Arthur E. Attema, 2021. "Trust me; I know what I am doing investigating the effect of choice list elicitation and domain-relevant training on preference reversals in decision making for others," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 22(5), pages 679-697, July.
    3. W.B.F. Brouwer & F.T. Schut, 1999. "Priority care for employees: A blessing in disguise?," Health Economics, John Wiley & Sons, Ltd., vol. 8(1), pages 65-73, February.
    4. Bernard van denBerg & Werner Brouwer & Job van Exel & Marc Koopmanschap, 2005. "Economic valuation of informal care: the contingent valuation method applied to informal caregiving," Health Economics, John Wiley & Sons, Ltd., vol. 14(2), pages 169-183, February.
    5. Daniel Kahneman & Amos Tversky, 2013. "Prospect Theory: An Analysis of Decision Under Risk," World Scientific Book Chapters, in: Leonard C MacLean & William T Ziemba (ed.), HANDBOOK OF THE FUNDAMENTALS OF FINANCIAL DECISION MAKING Part I, chapter 6, pages 99-127, World Scientific Publishing Co. Pte. Ltd..
    6. van den Berg, Bernard & Al, Maiwenn & Brouwer, Werner & van Exel, Job & Koopmanschap, Marc, 2005. "Economic valuation of informal care: The conjoint measurement method applied to informal caregiving," Social Science & Medicine, Elsevier, vol. 61(6), pages 1342-1355, September.
    7. Elisabetta Strazzera & Riccardo Scarpa & Pinuccia Calia & Guy Garrod & Kenneth Willis, 2003. "Modelling zero values and protest responses in contingent valuation surveys," Applied Economics, Taylor & Francis Journals, vol. 35(2), pages 133-138.
    8. Sabat, Iryna & Neuman-Böhme, Sebastian & Varghese, Nirosha Elsem & Barros, Pedro Pita & Brouwer, Werner & van Exel, Job & Schreyögg, Jonas & Stargardt, Tom, 2020. "United but divided: Policy responses and people’s perceptions in the EU during the COVID-19 outbreak," Health Policy, Elsevier, vol. 124(9), pages 909-918.
    9. Cam Donaldson & Andrew Jones & Tracy Mapp & Jan Abel Olson, 1998. "Limited dependent variables in willingness to pay studies: applications in health care," Applied Economics, Taylor & Francis Journals, vol. 30(5), pages 667-677.
    10. Olsen, Jan Abel & Donaldson, Cam, 1998. "Helicopters, hearts and hips: Using willingness to pay to set priorities for public sector health care programmes," Social Science & Medicine, Elsevier, vol. 46(1), pages 1-12, January.
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