IDEAS home Printed from https://ideas.repec.org/a/plo/pone00/0122760.html
   My bibliography  Save this article

A Systematic Review of Studies Eliciting Willingness-to-Pay per Quality-Adjusted Life Year: Does It Justify CE Threshold?

Author

Listed:
  • Khachapon Nimdet
  • Nathorn Chaiyakunapruk
  • Kittaya Vichansavakul
  • Surachat Ngorsuraches

Abstract

Background: A number of studies have been conducted to estimate willingness to pay (WTP) per quality-adjusted life years (QALY) in patients or general population for various diseases. However, there has not been any systematic review summarizing the relationship between WTP per QALY and cost-effectiveness (CE) threshold based on World Health Organization (WHO) recommendation. Objective: To systematically review willingness-to-pay per quality-adjusted-life-year (WTP per QALY) literature, to compare WTP per QALY with Cost-effectiveness (CE) threshold recommended by WHO, and to determine potential influencing factors. Methods: We searched MEDLINE, EMBASE, Psyinfo, Cumulative Index to Nursing and Allied Health Literature (CINAHL), Center of Research Dissemination (CRD), and EconLit from inception through 15 July 2014. To be included, studies have to estimate WTP per QALY in health-related issues using stated preference method. Two investigators independently reviewed each abstract, completed full-text reviews, and extracted information for included studies. We compared WTP per QALY to GDP per capita, analyzed, and summarized potential influencing factors. Results: Out of 3,914 articles founded, 14 studies were included. Most studies (92.85%) used contingent valuation method, while only one study used discrete choice experiments. Sample size varied from 104 to 21,896 persons. The ratio between WTP per QALY and GDP per capita varied widely from 0.05 to 5.40, depending on scenario outcomes (e.g., whether it extended/saved life or improved quality of life), severity of hypothetical scenarios, duration of scenario, and source of funding. The average ratio of WTP per QALY and GDP per capita for extending life or saving life (2.03) was significantly higher than the average for improving quality of life (0.59) with the mean difference of 1.43 (95% CI, 1.81 to 1.06). Conclusion: This systematic review provides an overview summary of all studies estimating WTP per QALY studies. The variation of ratio of WTP per QALY and GDP per capita depended on several factors may prompt discussions on the CE threshold policy. Our research work provides a foundation for defining future direction of decision criteria for an evidence-informed decision making system.

Suggested Citation

  • Khachapon Nimdet & Nathorn Chaiyakunapruk & Kittaya Vichansavakul & Surachat Ngorsuraches, 2015. "A Systematic Review of Studies Eliciting Willingness-to-Pay per Quality-Adjusted Life Year: Does It Justify CE Threshold?," PLOS ONE, Public Library of Science, vol. 10(4), pages 1-16, April.
  • Handle: RePEc:plo:pone00:0122760
    DOI: 10.1371/journal.pone.0122760
    as

    Download full text from publisher

    File URL: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0122760
    Download Restriction: no

    File URL: https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0122760&type=printable
    Download Restriction: no

    File URL: https://libkey.io/10.1371/journal.pone.0122760?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
    ---><---

    References listed on IDEAS

    as
    1. Pinto-Prades, Jose Luis & Loomes, Graham & Brey, Raul, 2009. "Trying to estimate a monetary value for the QALY," Journal of Health Economics, Elsevier, vol. 28(3), pages 553-562, May.
    2. Emily Lancsar & Jordan Louviere, 2008. "Conducting Discrete Choice Experiments to Inform Healthcare Decision Making," PharmacoEconomics, Springer, vol. 26(8), pages 661-677, August.
    3. Pinto-Prades, Jose-Luis & Sánchez-Martínez, Fernando-Ignacio & Corbacho, Belen & Baker, Rachel, 2014. "Valuing QALYs at the end of life," Social Science & Medicine, Elsevier, vol. 113(C), pages 5-14.
    4. Dorte Gyrd‐Hansen, 2003. "Willingness to pay for a QALY," Health Economics, John Wiley & Sons, Ltd., vol. 12(12), pages 1049-1060, December.
    5. Samuel Shillcutt & Damian Walker & Catherine Goodman & Anne Mills, 2009. "Cost Effectiveness in Low- and Middle-Income Countries," PharmacoEconomics, Springer, vol. 27(11), pages 903-917, November.
    6. Kevin Haninger & James K. Hammitt, 2011. "Diminishing Willingness to Pay per Quality‐Adjusted Life Year: Valuing Acute Foodborne Illness," Risk Analysis, John Wiley & Sons, vol. 31(9), pages 1363-1380, September.
    7. F. Reed Johnson, 2005. "Einstein on Willingness to Pay per QALY: Is There a Better Way?," Medical Decision Making, , vol. 25(6), pages 607-608, November.
    8. Joseph T. King Jr. & Joel Tsevat & Judith R. Lave & Mark S. Roberts, 2005. "Willingness to Pay for a Quality-Adjusted Life Year: Implications for Societal Health Care Resource Allocation," Medical Decision Making, , vol. 25(6), pages 667-677, November.
    9. Hammitt, James & Haninger, Kevin, 2011. "Valuing Morbidity Risk: Willingness to Pay per Quality-Adjusted Life Year," LERNA Working Papers 11.09.343, LERNA, University of Toulouse.
    10. Ana Bobinac & N. Job A. van Exel & Frans F. H. Rutten & Werner B. F. Brouwer, 2013. "Valuing Qaly Gains By Applying A Societal Perspective," Health Economics, John Wiley & Sons, Ltd., vol. 22(10), pages 1272-1281, October.
    11. Oosterhoff, J., 1994. "Trimmed mean or sample median?," Statistics & Probability Letters, Elsevier, vol. 20(5), pages 401-409, August.
    12. Dolan, Paul & Edlin, Richard, 2002. "Is it really possible to build a bridge between cost-benefit analysis and cost-effectiveness analysis?," Journal of Health Economics, Elsevier, vol. 21(5), pages 827-843, September.
    13. Ian J. Bateman & Richard T. Carson & Brett Day & Michael Hanemann & Nick Hanley & Tannis Hett & Michael Jones-Lee & Graham Loomes, 2002. "Economic Valuation with Stated Preference Techniques," Books, Edward Elgar Publishing, number 2639.
    14. Dorte Gyrd‐Hansen & Trine Kjær, 2012. "Disentangling WTP per QALY data: different analytical approaches, different answers," Health Economics, John Wiley & Sons, Ltd., vol. 21(3), pages 222-237, March.
    15. Tracy Lieu & G. Ray & Ismael Ortega-Sanchez & Ken Kleinman & Donna Rusinak, 2009. "Willingness to Pay for a QALY Based on Community Member and Patient Preferences for Temporary Health States Associated with Herpes Zoster," PharmacoEconomics, Springer, vol. 27(12), pages 1005-1016, December.
    16. Richard A. Hirth & Michael E. Chernew & Edward Miller & A. Mark Fendrick & William G. Weissert, 2000. "Willingness to Pay for a Quality-adjusted Life Year," Medical Decision Making, , vol. 20(3), pages 332-342, July.
    17. Niklas Zethraeus, 1998. "Willingness to pay for hormone replacement therapy," Health Economics, John Wiley & Sons, Ltd., vol. 7(1), pages 31-38, February.
    18. Jeff Richardson & Angelo Iezzi & Kompal Sinha & Munir A. Khan & John Mckie, 2014. "An Instrument For Measuring The Social Willingness To Pay For Health State Improvement," Health Economics, John Wiley & Sons, Ltd., vol. 23(7), pages 792-805, July.
    19. Takeru Shiroiwa & Yoon‐Kyoung Sung & Takashi Fukuda & Hui‐Chu Lang & Sang‐Cheol Bae & Kiichiro Tsutani, 2010. "International survey on willingness‐to‐pay (WTP) for one additional QALY gained: what is the threshold of cost effectiveness?," Health Economics, John Wiley & Sons, Ltd., vol. 19(4), pages 422-437, April.
    20. Baker, Rachel & Chilton, Sue & Donaldson, Cam & Jones-Lee, Michael & Lancsar, Emily & Mason, Helen & Metcalf, Hugh & Pennington, Mark & Wildman, John, 2011. "Searchers vs surveyors in estimating the monetary value of a QALY: resolving a nasty dilemma for NICE," Health Economics, Policy and Law, Cambridge University Press, vol. 6(4), pages 435-447, October.
    21. McCabe, C & Claxton, K & Culyer, AJ, 2008. "The NICE Cost-Effectiveness Threshold: What it is and What that Means," MPRA Paper 26466, University Library of Munich, Germany.
    22. Donaldson, Cam, 1999. "Valuing the benefits of publicly-provided health care: does 'ability to pay' preclude the use of 'willingness to pay'?," Social Science & Medicine, Elsevier, vol. 49(4), pages 551-563, August.
    23. Jan Abel Olsen & Richard D. Smith, 2001. "Theory versus practice: a review of ‘willingness‐to‐pay’ in health and health care," Health Economics, John Wiley & Sons, Ltd., vol. 10(1), pages 39-52, January.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Haru Iino & Masayuki Hashiguchi & Satoko Hori, 2022. "Estimating the range of incremental cost-effectiveness thresholds for healthcare based on willingness to pay and GDP per capita: A systematic review," PLOS ONE, Public Library of Science, vol. 17(4), pages 1-17, April.
    2. Byrne, Dominic & Kwak, Do Won & Tang, Kam Ki & Yazbeck, Myra, 2023. "Spillover effects of retirement: Does health vulnerability matter?," Economics & Human Biology, Elsevier, vol. 48(C).
    3. Niek Stadhouders & Xander Koolman & Christel van Dijk & Patrick Jeurissen & Eddy Adang, 2019. "The marginal benefits of healthcare spending in the Netherlands: Estimating cost‐effectiveness thresholds using a translog production function," Health Economics, John Wiley & Sons, Ltd., vol. 28(11), pages 1331-1344, November.
    4. De Donder, Philippe & Bardey, David & Zaporozhets, Vera, 2024. "The Health Technology Assessment Approach of the Economic Value of Diagnostic Tests - A Literature Review," TSE Working Papers 24-1508, Toulouse School of Economics (TSE).
    5. Romy Lauer & Meike Traub & Sylvia Hansen & Reinhold Kilian & Jürgen Michael Steinacker & Dorothea Kesztyüs, 2020. "Longitudinal changes and determinants of parental willingness to pay for the prevention of childhood overweight and obesity," Health Economics Review, Springer, vol. 10(1), pages 1-10, December.
    6. Afentoula G. Mavrodi & Vassilis H. Aletras, 2019. "Preliminary Results of a Healthcare Contingent Valuation Study in Greece," International Journal of Finance, Insurance and Risk Management, International Journal of Finance, Insurance and Risk Management, vol. 9(3-4), pages 3-16.
    7. Ted R Miller & Geetha M Waehrer & Debora L Oh & Sukhdip Purewal Boparai & Sheila Ohlsson Walker & Sara Silverio Marques & Nadine Burke Harris, 2020. "Adult health burden and costs in California during 2013 associated with prior adverse childhood experiences," PLOS ONE, Public Library of Science, vol. 15(1), pages 1-15, January.
    8. Mark Pennington & Manuel Gomes & Cam Donaldson, 2017. "Handling Protest Responses in Contingent Valuation Surveys," Medical Decision Making, , vol. 37(6), pages 623-634, August.
    9. Shafrin, Jason & Skornicki, Michelle & Brauer, Michelle & Villeneuve, Julie & Lees, Michael & Hertel, Nadine & Penrod, John R. & Jansen, Jeroen, 2018. "An exploratory case study of the impact of expanding cost-effectiveness analysis for second-line nivolumab for patients with squamous non-small cell lung cancer in Canada: Does it make a difference?," Health Policy, Elsevier, vol. 122(6), pages 607-613.
    10. Laura Vallejo-Torres & Borja García-Lorenzo & Oliver Rivero-Arias & José Luis Pinto-Prades, 2020. "The societal monetary value of a QALY associated with EQ-5D-3L health gains," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 21(3), pages 363-379, April.
    11. Christian R. C. Kouakou & Thomas G. Poder, 2022. "Willingness to pay for a quality-adjusted life year: a systematic review with meta-regression," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 23(2), pages 277-299, March.
    12. Colin Busby & Åke Blomqvist, 2017. "The Paradox of Productivity, Technology, and Innovation in Canadian Healthcare," C.D. Howe Institute Commentary, C.D. Howe Institute, issue 480, May.

    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. Christian R. C. Kouakou & Thomas G. Poder, 2022. "Willingness to pay for a quality-adjusted life year: a systematic review with meta-regression," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 23(2), pages 277-299, March.
    2. Linda Ryen & Mikael Svensson, 2015. "The Willingness to Pay for a Quality Adjusted Life Year: A Review of the Empirical Literature," Health Economics, John Wiley & Sons, Ltd., vol. 24(10), pages 1289-1301, October.
    3. Ryen, Linda & Svensson, Mikael, 2014. "The Willingness to Pay for a QALY: a Review of the Empirical Literature," Karlstad University Working Papers in Economics 12, Karlstad University, Department of Economics.
    4. Robinson, Angela & Gyrd-Hansen, Dorte & Bacon, Philomena & Baker, Rachel & Pennington, Mark & Donaldson, Cam, 2013. "Estimating a WTP-based value of a QALY: The ‘chained’ approach," Social Science & Medicine, Elsevier, vol. 92(C), pages 92-104.
    5. Arthur E. Attema & Marieke Krol & Job Exel & Werner B. F. Brouwer, 2018. "New findings from the time trade-off for income approach to elicit willingness to pay for a quality adjusted life year," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 19(2), pages 277-291, March.
    6. Herrera-Araujo, Daniel & Hammitt, James K. & Rheinberger, Christoph M., 2020. "Theoretical bounds on the value of improved health," Journal of Health Economics, Elsevier, vol. 72(C).
    7. S. Olofsson & U.-G. Gerdtham & L. Hultkrantz & U. Persson, 2019. "Value of a QALY and VSI estimated with the chained approach," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 20(7), pages 1063-1077, September.
    8. Laura Vallejo-Torres & Borja García-Lorenzo & Oliver Rivero-Arias & José Luis Pinto-Prades, 2020. "The societal monetary value of a QALY associated with EQ-5D-3L health gains," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 21(3), pages 363-379, April.
    9. Pinto-Prades, Jose Luis & Loomes, Graham & Brey, Raul, 2009. "Trying to estimate a monetary value for the QALY," Journal of Health Economics, Elsevier, vol. 28(3), pages 553-562, May.
    10. S. Olofsson & U.-G. Gerdtham & L. Hultkrantz & U. Persson, 2018. "Measuring the end-of-life premium in cancer using individual ex ante willingness to pay," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 19(6), pages 807-820, July.
    11. Henrik Andersson & James K. Hammitt & Kristian Sundström, 2015. "Willingness to Pay and QALYs: What Can We Learn about Valuing Foodborne Risk?," Journal of Agricultural Economics, Wiley Blackwell, vol. 66(3), pages 727-752, September.
    12. Afentoula G. Mavrodi & Vassilis H. Aletras, 2019. "Preliminary Results of a Healthcare Contingent Valuation Study in Greece," International Journal of Finance, Insurance and Risk Management, International Journal of Finance, Insurance and Risk Management, vol. 9(3-4), pages 3-16.
    13. Tilling, C & Krol, M & Tsuchiya, A & Brazier, J & van Exel, J & Brouwer, W, 2009. "Measuring the value of life: exploring a new method for deriving the monetary value of a QALY," MPRA Paper 29911, University Library of Munich, Germany.
    14. Mark Pennington & Rachel Baker & Werner Brouwer & Helen Mason & Dorte Gyrd Hansen & Angela Robinson & Cam Donaldson & the EuroVaQ Team, 2015. "Comparing WTP Values of Different Types of QALY Gain Elicited from the General Public," Health Economics, John Wiley & Sons, Ltd., vol. 24(3), pages 280-293, March.
    15. Smith, Richard D. & Richardson, Jeff, 2005. "Can we estimate the `social' value of a QALY?: Four core issues to resolve," Health Policy, Elsevier, vol. 74(1), pages 77-84, September.
    16. James Hammitt, 2013. "Admissible utility functions for health, longevity, and wealth: integrating monetary and life-year measures," Journal of Risk and Uncertainty, Springer, vol. 47(3), pages 311-325, December.
    17. Bobinac, Ana & van Exel, N. Job A. & Rutten, Frans F.H. & Brouwer, Werner B.F., 2012. "GET MORE, PAY MORE? An elaborate test of construct validity of willingness to pay per QALY estimates obtained through contingent valuation," Journal of Health Economics, Elsevier, vol. 31(1), pages 158-168.
    18. Dorte Gyrd‐Hansen & Trine Kjær, 2012. "Disentangling WTP per QALY data: different analytical approaches, different answers," Health Economics, John Wiley & Sons, Ltd., vol. 21(3), pages 222-237, March.
    19. Lotte Soeteman & Job Exel & Ana Bobinac, 2017. "The impact of the design of payment scales on the willingness to pay for health gains," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 18(6), pages 743-760, July.
    20. Amaia Malet-Larrea & Estíbaliz Goyenechea & Miguel A. Gastelurrutia & Begoña Calvo & Victoria García-Cárdenas & Juan M. Cabases & Aránzazu Noain & Fernando Martínez-Martínez & Daniel Sabater-Hernández, 2017. "Cost analysis and cost-benefit analysis of a medication review with follow-up service in aged polypharmacy patients," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 18(9), pages 1069-1078, December.

    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:plo:pone00:0122760. 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: plosone (email available below). General contact details of provider: https://journals.plos.org/plosone/ .

    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.