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The impact of the design of payment scales on the willingness to pay for health gains

Author

Listed:
  • Lotte Soeteman

    (Erasmus University Rotterdam, iBMG)

  • Job Exel

    (Erasmus University Rotterdam, iBMG
    Erasmus School of Economics, Erasmus University Rotterdam)

  • Ana Bobinac

    (Erasmus University Rotterdam, iBMG)

Abstract

The questionnaire format applied in a CV study represents the way in which the WTP estimates are obtained. Payment scales are often used in CV studies as the questionnaire format of choice. The study summarized here analyzes the impact of the design of two payment scales (PS) on the monetary value of QALY gains. The scales differed in terms of their end-points, mid points, and coarseness. We judged the performance of the two PS against several indicators: the average WTP per QALY estimates, post-estimation uncertainty levels, the existence of mid-point concentration, and the dependency on end-points. Our results show that PS design influences respondents’ WTP values. The results also suggest that a more detailed scale with a more realistic range may help respondents to elicit values closer to their “true” WTP values, hence produce higher-quality outcomes. Further research and pretesting strategies are suggested to explore and minimize the effects of PS design on WTP estimates, which may ultimately increase the quality of WTP estimates.

Suggested Citation

  • 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.
  • Handle: RePEc:spr:eujhec:v:18:y:2017:i:6:d:10.1007_s10198-016-0825-y
    DOI: 10.1007/s10198-016-0825-y
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    1. Lindhjem, Henrik & Navrud, Ståle, 2011. "Using Internet in Stated Preference Surveys: A Review and Comparison of Survey Modes," International Review of Environmental and Resource Economics, now publishers, vol. 5(4), pages 309-351, September.
    2. Payne, John W & Bettman, James R & Schkade, David A, 1999. "Measuring Constructed Preferences: Towards a Building Code," Journal of Risk and Uncertainty, Springer, vol. 19(1-3), pages 243-270, December.
    3. Whynes, David K. & Frew, Emma J. & Philips, Zoe N. & Covey, Judith & Smith, Richard D., 2007. "On the numerical forms of contingent valuation responses," Journal of Economic Psychology, Elsevier, vol. 28(4), pages 462-476, August.
    4. Cam Donaldson & Ruth Thomas & David Torgerson, 1997. "Validity of open-ended and payment scale approaches to eliciting willingness to pay," Applied Economics, Taylor & Francis Journals, vol. 29(1), pages 79-84.
    5. Drummond, Michael F. & Sculpher, Mark J. & Torrance, George W. & O'Brien, Bernie J. & Stoddart, Greg L., 2005. "Methods for the Economic Evaluation of Health Care Programmes," OUP Catalogue, Oxford University Press, edition 3, number 9780198529453.
    6. Cameron, Trudy Ann & Huppert, Daniel D., 1989. "OLS versus ML estimation of non-market resource values with payment card interval data," Journal of Environmental Economics and Management, Elsevier, vol. 17(3), pages 230-246, November.
    7. Richard D. Smith, 2000. "The Discrete-choice Willingness-to-pay Question Format in Health Economics:," Medical Decision Making, , vol. 20(2), pages 194-204, April.
    8. Dorte Gyrd‐Hansen & Mette Lundsby Jensen & Trine Kjaer, 2014. "Framing The Willingness‐To‐Pay Question: Impact On Response Patterns And Mean Willingness To Pay," Health Economics, John Wiley & Sons, Ltd., vol. 23(5), pages 550-563, May.
    9. Karen Blumenschein & GlennC. Blomquist & Magnus Johannesson & Nancy Horn & Patricia Freeman, 2008. "Eliciting Willingness to Pay Without Bias: Evidence from a Field Experiment," Economic Journal, Royal Economic Society, vol. 118(525), pages 114-137, January.
    10. Karen Blumenschein & Magnus Johannesson & Glenn C. Blomquist & Bengt Liljas & Richard M. O’Conor, 1998. "Experimental Results on Expressed Certainty and Hypothetical Bias in Contingent Valuation," Southern Economic Journal, John Wiley & Sons, vol. 65(1), pages 169-177, July.
    11. Samnaliev, Mihail & Stevens, Thomas H. & More, Thomas, 2006. "A comparison of alternative certainty calibration techniques in contingent valuation," Ecological Economics, Elsevier, vol. 57(3), pages 507-519, May.
    12. Chien, Yu-Lan & Huang, Cliff J. & Shaw, Daigee, 2005. "A general model of starting point bias in double-bounded dichotomous contingent valuation surveys," Journal of Environmental Economics and Management, Elsevier, vol. 50(2), pages 362-377, September.
    13. Rohana Yusoff & Roziah Mohd Janor, 2014. "Generation of an Interval Metric Scale to Measure Attitude," SAGE Open, , vol. 4(1), pages 21582440135, January.
    14. Kevin J. Boyle & Richard C. Bishop & Michael P. Welsh, 1985. "Starting Point Bias in Contingent Valuation Bidding Games," Land Economics, University of Wisconsin Press, vol. 62(2), pages 188-194.
    15. Richard Carson & Nicholas Flores & Norman Meade, 2001. "Contingent Valuation: Controversies and Evidence," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 19(2), pages 173-210, June.
    16. Ana Bobinac & Job Exel & Frans Rutten & Werner Brouwer, 2014. "The Value of a QALY: Individual Willingness to Pay for Health Gains Under Risk," PharmacoEconomics, Springer, vol. 32(1), pages 75-86, January.
    17. Mandy Ryan, 2004. "A comparison of stated preference methods for estimating monetary values," Health Economics, John Wiley & Sons, Ltd., vol. 13(3), pages 291-296, March.
    18. Ryan, Mandy & Scott, David A. & Donaldson, Cam, 2004. "Valuing health care using willingness to pay: a comparison of the payment card and dichotomous choice methods," Journal of Health Economics, Elsevier, vol. 23(2), pages 237-258, March.
    19. Holmes Thomas P. & Kramer Randall A., 1995. "An Independent Sample Test of Yea-Saying and Starting Point Bias in Dichotomous-Choice Contingent Valuation," Journal of Environmental Economics and Management, Elsevier, vol. 29(1), pages 121-132, July.
    20. Rowe, Robert D. & Schulze, William D. & Breffle, William S., 1996. "A Test for Payment Card Biases," Journal of Environmental Economics and Management, Elsevier, vol. 31(2), pages 178-185, September.
    21. Alan Diener & Bernie O'Brien & Amiram Gafni, 1998. "Health care contingent valuation studies: a review and classification of the literature," Health Economics, John Wiley & Sons, Ltd., vol. 7(4), pages 313-326, June.
    22. Niklas Zethraeus, 1998. "Willingness to pay for hormone replacement therapy," Health Economics, John Wiley & Sons, Ltd., vol. 7(1), pages 31-38, February.
    23. David K. Whynes & Jane L. Wolstenholme & Emma Frew, 2004. "Evidence of range bias in contingent valuation payment scales," Health Economics, John Wiley & Sons, Ltd., vol. 13(2), pages 183-190, February.
    24. Bulte, Erwin & Gerking, Shelby & List, John A. & de Zeeuw, Aart, 2005. "The effect of varying the causes of environmental problems on stated WTP values: evidence from a field study," Journal of Environmental Economics and Management, Elsevier, vol. 49(2), pages 330-342, March.
    25. MacMillan, Douglas & Hanley, Nick & Lienhoop, Nele, 2006. "Contingent valuation: Environmental polling or preference engine?," Ecological Economics, Elsevier, vol. 60(1), pages 299-307, November.
    26. Phil Shackley & Simon Dixon, 2014. "The Random Card Sort Method And Respondent Certainty In Contingent Valuation: An Exploratory Investigation Of Range Bias," Health Economics, John Wiley & Sons, Ltd., vol. 23(10), pages 1213-1223, October.
    27. Nick Hanley & Bengt Kriström & Jason F. Shogren, 2009. "Coherent Arbitrariness: On Value Uncertainty for Environmental Goods," Land Economics, University of Wisconsin Press, vol. 85(1), pages 41-50.
    28. Corso, Phaedra S & Hammitt, James K & Graham, John D, 2001. "Valuing Mortality-Risk Reduction: Using Visual Aids to Improve the Validity of Contingent Valuation," Journal of Risk and Uncertainty, Springer, vol. 23(2), pages 165-184, September.
    29. Frew, Emma J. & Wolstenholme, Jane L. & Whynes, David K., 2004. "Comparing willingness-to-pay: bidding game format versus open-ended and payment scale formats," Health Policy, Elsevier, vol. 68(3), pages 289-298, June.
    30. John Loomis, 2011. "What'S To Know About Hypothetical Bias In Stated Preference Valuation Studies?," Journal of Economic Surveys, Wiley Blackwell, vol. 25(2), pages 363-370, April.
    31. 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.
    32. 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.
    33. Johannesson, Magnus & Johansson, Per-Olov, 1997. "Is the valuation of a QALY gained independent of age? Some empirical evidence," Journal of Health Economics, Elsevier, vol. 16(5), pages 589-599, October.
    34. Dubourg & Jones‐Lee & Graham Loomes, 1997. "Imprecise Preferences and Survey Design in Contingent Valuation," Economica, London School of Economics and Political Science, vol. 64(256), pages 681-702, November.
    35. John A. List, 2001. "Do Explicit Warnings Eliminate the Hypothetical Bias in Elicitation Procedures? Evidence from Field Auctions for Sportscards," American Economic Review, American Economic Association, vol. 91(5), pages 1498-1507, December.
    36. L. M. Lamers & J. McDonnell & P. F. M. Stalmeier & P. F. M. Krabbe & J. J. V. Busschbach, 2006. "The Dutch tariff: results and arguments for an effective design for national EQ‐5D valuation studies," Health Economics, John Wiley & Sons, Ltd., vol. 15(10), pages 1121-1132, October.
    37. Richard D. Smith, 2006. "It's not just what you do, it's the way that you do it: the effect of different payment card formats and survey administration on willingness to pay for health gain," Health Economics, John Wiley & Sons, Ltd., vol. 15(3), pages 281-293, March.
    38. Bateman, Ian J. & Burgess, Diane & Hutchinson, W. George & Matthews, David I., 2008. "Learning design contingent valuation (LDCV): NOAA guidelines, preference learning and coherent arbitrariness," Journal of Environmental Economics and Management, Elsevier, vol. 55(2), pages 127-141, March.
    39. 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.
    40. Dorte Gyrd‐Hansen, 2003. "Willingness to pay for a QALY," Health Economics, John Wiley & Sons, Ltd., vol. 12(12), pages 1049-1060, December.
    41. 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.
    42. M. Morrison & R. Blamey & J. Bennett, 2000. "Minimising Payment Vehicle Bias in Contingent Valuation Studies," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 16(4), pages 407-422, August.
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    More about this item

    Keywords

    Payment scale; Willingness to pay; QALY; Uncertainty; Bias; Contingent valuation; Preferences;
    All these keywords.

    JEL classification:

    • I10 - Health, Education, and Welfare - - Health - - - General
    • I19 - Health, Education, and Welfare - - Health - - - Other

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