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A test of independence of discounting from quality of life

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  • Attema, Arthur E.
  • Brouwer, Werner B.F.

Abstract

The quality-adjusted life-years (QALY) model assumes quality and quantity of life can be multiplied into a single index and requires quality and quantity to be mutually independent, which need not hold empirically. This paper proposes a new test for measuring independence of utility of life duration from quality of life in a riskless setting. We use a large representative sample of Dutch citizens and include two health states generally considered better than dead (BTD) and one health state considered worse than dead (WTD). Independence cannot be rejected when comparing the BTD health states, but is rejected when comparing the BTD states with the WTD state. In particular, utility of life duration becomes more concave for the WTD state. This may suggest that independence holds only for BTD health states. This has implications for the QALY model and would require using sign-dependent utility of life duration functions.

Suggested Citation

  • Attema, Arthur E. & Brouwer, Werner B.F., 2012. "A test of independence of discounting from quality of life," Journal of Health Economics, Elsevier, vol. 31(1), pages 22-34.
  • Handle: RePEc:eee:jhecon:v:31:y:2012:i:1:p:22-34
    DOI: 10.1016/j.jhealeco.2011.12.001
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    as
    1. John Hey & Andrea Morone & Ulrich Schmidt, 2009. "Noise and bias in eliciting preferences," Journal of Risk and Uncertainty, Springer, vol. 39(3), pages 213-235, December.
    2. Morone, Andrea, 2010. "On price data elicitation: A laboratory investigation," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 39(5), pages 540-545, October.
    3. Lisa Anderson & Jennifer Mellor, 2009. "Are risk preferences stable? Comparing an experimental measure with a validated survey-based measure," Journal of Risk and Uncertainty, Springer, vol. 39(2), pages 137-160, October.
    4. Andrea Morone & Ulrich Schmidt, 2008. "An Experimental Investigation of Alternatives to Expected Utility Using Pricing Data," Economics Bulletin, AccessEcon, vol. 4(20), pages 1-12.
    5. Han Bleichrodt & Magnus Johannesson, 1997. "The Validity of QALYs," Medical Decision Making, , vol. 17(1), pages 21-32, February.
    6. Arie Kapteyn & Federica Teppa, 2003. "Hypothetical Intertemporal Consumption Choices," Economic Journal, Royal Economic Society, vol. 113(486), pages 140-152, March.
    7. Tversky, Amos & Kahneman, Daniel, 1992. "Advances in Prospect Theory: Cumulative Representation of Uncertainty," Journal of Risk and Uncertainty, Springer, vol. 5(4), pages 297-323, October.
    8. J. Kirsch & A. McGuire, 2000. "Establishing health state valuations for disease specific states: an example from heart disease," Health Economics, John Wiley & Sons, Ltd., vol. 9(2), pages 149-158, March.
    9. Amos Tversky & Daniel Kahneman, 1991. "Loss Aversion in Riskless Choice: A Reference-Dependent Model," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(4), pages 1039-1061.
    10. Peter Wakker & Daniel Deneffe, 1996. "Eliciting von Neumann-Morgenstern Utilities When Probabilities Are Distorted or Unknown," Management Science, INFORMS, vol. 42(8), pages 1131-1150, August.
    11. Heather J. Sutherland & Hilary Llewellyn-Thomas & Norman F. Boyd & James E. Till, 1982. "Attitudes Toward Quality of Survival," Medical Decision Making, , vol. 2(3), pages 299-309, August.
    12. Bostic, Raphael & Herrnstein, R. J. & Luce, R. Duncan, 1990. "The effect on the preference-reversal phenomenon of using choice indifferences," Journal of Economic Behavior & Organization, Elsevier, vol. 13(2), pages 193-212, March.
    13. Thaler, Richard, 1981. "Some empirical evidence on dynamic inconsistency," Economics Letters, Elsevier, vol. 8(3), pages 201-207.
    14. Mohammed Abdellaoui & ArthurE. Attema & Han Bleichrodt, 2010. "Intertemporal Tradeoffs for Gains and Losses: An Experimental Measurement of Discounted Utility," Economic Journal, Royal Economic Society, vol. 120(545), pages 845-866, June.
    15. Charles A. Holt & Susan K. Laury, 2002. "Risk Aversion and Incentive Effects," American Economic Review, American Economic Association, vol. 92(5), pages 1644-1655, December.
    16. Paola Manzini & Marco Mariotti & Luigi Mittone, 2010. "Choosing monetary sequences: theory and experimental evidence," Theory and Decision, Springer, vol. 69(3), pages 327-354, September.
    17. Abellan-Perpiñan, Jose Maria & Bleichrodt, Han & Pinto-Prades, Jose Luis, 2009. "The predictive validity of prospect theory versus expected utility in health utility measurement," Journal of Health Economics, Elsevier, vol. 28(6), pages 1039-1047, December.
    18. Joseph S. Pliskin & Donald S. Shepard & Milton C. Weinstein, 1980. "Utility Functions for Life Years and Health Status," Operations Research, INFORMS, vol. 28(1), pages 206-224, February.
    19. J. Kenneth Buckingham & Jennifer Birdsall & John Graham Douglas, 1996. "Comparing Three Versions of the Time Tradeoff," Medical Decision Making, , vol. 16(4), pages 335-347, October.
    20. 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..
    21. Robinson, Angela & Dolan, Paul & Williams, Alan, 1997. "Valuing health status using VAS and TTO: What lies behind the numbers?," Social Science & Medicine, Elsevier, vol. 45(8), pages 1289-1297, October.
    22. Dolan, Paul, 2000. "The measurement of health-related quality of life for use in resource allocation decisions in health care," Handbook of Health Economics, in: A. J. Culyer & J. P. Newhouse (ed.), Handbook of Health Economics, edition 1, volume 1, chapter 32, pages 1723-1760, Elsevier.
    23. Chapman, Gretchen B., 1996. "Expectations and Preferences for Sequences of Health and Money," Organizational Behavior and Human Decision Processes, Elsevier, vol. 67(1), pages 59-75, July.
    24. Bleichrodt, Han & Pinto, Jose Luis & Maria Abellan-Perpinan, Jose, 2003. "A consistency test of the time trade-off," Journal of Health Economics, Elsevier, vol. 22(6), pages 1037-1052, November.
    25. José‐María Abellán‐Perpiñán & José‐Luis Pinto‐Prades & Ildefonso Méndez‐Martínez & Xabier Badía‐Llach, 2006. "Towards a better QALY model," Health Economics, John Wiley & Sons, Ltd., vol. 15(7), pages 665-676, July.
    26. Maribeth Coller & Melonie Williams, 1999. "Eliciting Individual Discount Rates," Experimental Economics, Springer;Economic Science Association, vol. 2(2), pages 107-127, December.
    27. Lowenstein, George & Prelec, Drazen, 1991. "Negative Time Preference," American Economic Review, American Economic Association, vol. 81(2), pages 347-352, May.
    28. Sylvie M. C. van Osch & Wilbert B. van den Hout & Anne M. Stiggelbout, 2006. "Exploring the Reference Point in Prospect Theory: Gambles for Length of Life," Medical Decision Making, , vol. 26(4), pages 338-346, July.
    29. Khwaja, Ahmed & Silverman, Dan & Sloan, Frank, 2007. "Time preference, time discounting, and smoking decisions," Journal of Health Economics, Elsevier, vol. 26(5), pages 927-949, September.
    30. Aki Tsuchiya, 2000. "QALYs and ageism: philosophical theories and age weighting," Health Economics, John Wiley & Sons, Ltd., vol. 9(1), pages 57-68, January.
    31. Johanna Cook & Jeff Richardson & Andrew Street, 1994. "A cost utility analysis of treatment options for gallstone disease: Methodological issues and results," Health Economics, John Wiley & Sons, Ltd., vol. 3(3), pages 157-168, May.
    32. Mohammed Abdellaoui & Olivier L'Haridon & Corina Paraschiv, 2011. "Experienced vs. Described Uncertainty: Do We Need Two Prospect Theory Specifications?," Management Science, INFORMS, vol. 57(10), pages 1879-1895, October.
    33. Unknown, 1986. "Letters," Choices: The Magazine of Food, Farm, and Resource Issues, Agricultural and Applied Economics Association, vol. 1(4), pages 1-9.
    34. Dolan, Paul & Stalmeier, Peep, 2003. "The validity of time trade-off values in calculating QALYs: constant proportional time trade-off versus the proportional heuristic," Journal of Health Economics, Elsevier, vol. 22(3), pages 445-458, May.
    35. Stolk, Elly A. & Brouwer, Werner B. F. & Busschbach, Jan J. V., 2002. "Rationalising rationing: economic and other considerations in the debate about funding of Viagra," Health Policy, Elsevier, vol. 59(1), pages 53-63, January.
    36. Brouwer, Werner B. F. & van Exel, N. Job A. & Stolk, Elly A., 2005. "Acceptability of less than perfect health states," Social Science & Medicine, Elsevier, vol. 60(2), pages 237-246, January.
    37. repec:ebl:ecbull:v:4:y:2008:i:20:p:1-12 is not listed on IDEAS
    38. Beattie, Jane & Loomes, Graham, 1997. "The Impact of Incentives upon Risky Choice Experiments," Journal of Risk and Uncertainty, Springer, vol. 14(2), pages 155-168, March.
    39. Doctor, Jason N. & Bleichrodt, Han & Miyamoto, John & Temkin, Nancy R. & Dikmen, Sureyya, 2004. "A new and more robust test of QALYs," Journal of Health Economics, Elsevier, vol. 23(2), pages 353-367, March.
    40. Anne Spencer & Angela Robinson, 2007. "Tests of Utility Independence When Health Varies over Time," Working Papers 596, Queen Mary University of London, School of Economics and Finance.
    41. Marjon Pol & Larissa Roux, 2005. "Time preference bias in time trade-off," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 6(2), pages 107-111, June.
    42. Spencer, Anne & Robinson, Angela, 2007. "Tests of utility independence when health varies over time," Journal of Health Economics, Elsevier, vol. 26(5), pages 1003-1013, September.
    43. Anne Spencer & Angelo Ranaldo, 2007. "Tests of Utility Independence When Health Varies over Time," Working Papers 596, Queen Mary University of London, School of Economics and Finance.
    44. Robin Cubitt & Chris Starmer & Robert Sugden, 1998. "On the Validity of the Random Lottery Incentive System," Experimental Economics, Springer;Economic Science Association, vol. 1(2), pages 115-131, September.
    45. Uri Benzion & Amnon Rapoport & Joseph Yagil, 1989. "Discount Rates Inferred from Decisions: An Experimental Study," Management Science, INFORMS, vol. 35(3), pages 270-284, March.
    46. Attema, Arthur E. & Brouwer, Werner B.F., 2009. "The correction of TTO-scores for utility curvature using a risk-free utility elicitation method," Journal of Health Economics, Elsevier, vol. 28(1), pages 234-243, January.
    47. Enrica Carbone & John D. Hey, 2004. "The effect of unemployment on consumption: an experimental analysis," Economic Journal, Royal Economic Society, vol. 114(497), pages 660-683, July.
    48. Han Bleichrodt & John Miyamoto, 2003. "A Characterization of Quality-Adjusted Life-Years Under Cumulative Prospect Theory," Mathematics of Operations Research, INFORMS, vol. 28(1), pages 181-193, February.
    49. Bleichrodt, Han & Gafni, Amiram, 1996. "Time preference, the discounted utility model and health," Journal of Health Economics, Elsevier, vol. 15(1), pages 49-66, February.
    50. Hall, Jane & Gerard, Karen & Salkeld, Glenn & Richardson, Jeff, 1992. "A cost utility analysis of mammography screening in Australia," Social Science & Medicine, Elsevier, vol. 34(9), pages 993-1004, May.
    51. Harrison, Glenn W., 1986. "An experimental test for risk aversion," Economics Letters, Elsevier, vol. 21(1), pages 7-11.
    52. 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.
    53. Peep F.M. Stalmeier & Thom G.G. Bezembinder & Ivana J. Unic, 1996. "Proportional Heuristics in Time Tradeoff and Conjoint Measurement," Medical Decision Making, , vol. 16(1), pages 36-44, February.
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    More about this item

    Keywords

    Discounting; QALY model; Utility of life duration;
    All these keywords.

    JEL classification:

    • D90 - Microeconomics - - Micro-Based Behavioral Economics - - - General
    • I10 - Health, Education, and Welfare - - Health - - - General

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