IDEAS home Printed from https://ideas.repec.org/a/spr/pharme/v41y2023i10d10.1007_s40273-023-01284-5.html
   My bibliography  Save this article

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
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s40273-023-01284-5
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s40273-023-01284-5?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. 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.
    2. 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.
    3. 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.
    4. 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.
    5. 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.
    6. 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..
    7. 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.
    8. 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.
    9. 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.
    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.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Callan, Aoife & O'Shea, Eamon, 2015. "Willingness to pay for telecare programmes to support independent living: Results from a contingent valuation study," Social Science & Medicine, Elsevier, vol. 124(C), pages 94-102.
    2. Nathalie Havet & Magali Morelle & Raphaël Remonnay & Marie-Odile Carrere, 2012. "Cancer patients’ willingness to pay for blood transfusions at home: results from a contingent valuation study in a French cancer network," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 13(3), pages 289-300, June.
    3. Claudine de Meijer & Werner Brouwer & Marc Koopmanschap & Bernard van den Berg & Job van Exel, 2010. "The value of informal care–a further investigation of the feasibility of contingent valuation in informal caregivers," Health Economics, John Wiley & Sons, Ltd., vol. 19(7), pages 755-771, July.
    4. Nathalie Havet & Magali Morelle & Alexis Penot & Raphaël Remonnay, 2012. "The information content of the WTP-WTA gap : An empirical analysis among severely ill patients," Working Papers halshs-00697762, HAL.
    5. Xiang, Hongzhe & Li, Yiwei & Guo, Yu, 2023. "Promoting COVID-19 booster vaccines in Macao: A psychological reactance perspective," Social Science & Medicine, Elsevier, vol. 332(C).
    6. Emmanouil Mentzakis & Mandy Ryan & Paul McNamee, 2011. "Using discrete choice experiments to value informal care tasks: exploring preference heterogeneity," Health Economics, John Wiley & Sons, Ltd., vol. 20(8), pages 930-944, August.
    7. Coast, Joanna, 2018. "A history that goes hand in hand: Reflections on the development of health economics and the role played by Social Science & Medicine, 1967–2017," Social Science & Medicine, Elsevier, vol. 196(C), pages 227-232.
    8. Lucy Kok & Caroline Berden & Klarita Sadiraj, 2015. "Costs and benefits of home care for the elderly versus residential care: a comparison using propensity scores," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 16(2), pages 119-131, March.
    9. Richard T. Carson, 2011. "Contingent Valuation," Books, Edward Elgar Publishing, number 2489, December.
    10. Sun, Chuanwang & Yuan, Xiang & Yao, Xin, 2016. "Social acceptance towards the air pollution in China: Evidence from public's willingness to pay for smog mitigation," Energy Policy, Elsevier, vol. 92(C), pages 313-324.
    11. Rapp, Thomas & Grand, Alain & Cantet, Christelle & Andrieu, Sandrine & Coley, Nicola & Portet, Florence & Vellas, Bruno, 2011. "Public financial support receipt and non-medical resource utilization in Alzheimer's disease results from the PLASA study," Social Science & Medicine, Elsevier, vol. 72(8), pages 1310-1316, April.
    12. Costa-Font, Joan & Rovira-Forns, Joan, 2008. "Who is willing to pay for long-term care insurance in Catalonia?," Health Policy, Elsevier, vol. 86(1), pages 72-84, April.
    13. Hareth Al-Janabi & Nikki McCaffrey & Julie Ratcliffe, 2013. "Carer Preferences in Economic Evaluation and Healthcare Decision Making," The Patient: Patient-Centered Outcomes Research, Springer;International Academy of Health Preference Research, vol. 6(4), pages 235-239, December.
    14. Maria Ana Odejar & Kostas Mavromaras & Mandy Ryan, 2004. "Messy Data Modelling in Health Care Contingent Valuation Studies," Econometric Society 2004 North American Summer Meetings 406, Econometric Society.
    15. Mark Pennington & Manuel Gomes & Cam Donaldson, 2017. "Handling Protest Responses in Contingent Valuation Surveys," Medical Decision Making, , vol. 37(6), pages 623-634, August.
    16. Raúl Del Pozo-Rubio & Pablo Moya-Martínez & Marta Ortega-Ortega & Juan Oliva-Moreno, 2020. "Shadow and extended shadow cost sharing associated to informal long-term care: the case of Spain," Health Economics Review, Springer, vol. 10(1), pages 1-12, December.
    17. van der Star, Sanne M. & van den Berg, Bernard, 2011. "Individual responsibility and health-risk behaviour: A contingent valuation study from the ex ante societal perspective," Health Policy, Elsevier, vol. 101(3), pages 300-311, August.
    18. Pablo Castellanos & Jaume García & José Manuel Sánchez, 2011. "The Willingness to Pay to Keep a Football Club in a City: How Important are the Methodological Issues?," Journal of Sports Economics, , vol. 12(4), pages 464-486, August.
    19. Diana Albrecht & Tanja Wollensak & Christian Ernst & Clemens Becker & Martin Hautzinger & Klaus Pfeiffer, 2016. "Costs of informal care in a sample of German geriatric stroke survivors," European Journal of Ageing, Springer, vol. 13(1), pages 49-61, March.
    20. Renske J. Hoefman & Job van Exel & John M. Rose & E. J. van de Wetering & Werner B. F. Brouwer, 2014. "A Discrete Choice Experiment to Obtain a Tariff for Valuing Informal Care Situations Measured with the CarerQol Instrument," Medical Decision Making, , vol. 34(1), pages 84-96, January.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:pharme:v:41:y:2023:i:10:d:10.1007_s40273-023-01284-5. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.