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Is there a case for using visual analogue scale valuations in cost‐utility analysis?

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  • David Parkin
  • Nancy Devlin

Abstract

This paper critically reviews theoretical and empirical propositions regarding visual analogue scale (VAS) valuations of health states and their use in cost‐utility analysis (CUA). A widely repeated assertion in the economic evaluation literature is the inferiority, on theoretical grounds, of VAS valuations. Five common criticisms are: VAS lacks a theoretical foundation; VAS values are not ‘choice based’; VAS values are not consistent with utility‐under‐uncertainty requirements; context and range effects observed in VAS valuation data mean that they cannot even be considered to represent measurable value functions; and when completing a VAS, people are not trying to express values. We address each of these points: the VAS does have a theoretical basis, being entirely consistent with the non‐welfarist foundations of QALYs and CUA; the ‘choiceless’ nature of the VAS is incorrectly judged by stated preference criteria relevant to monetary rather than health state valuations, and VAS valuations do in any case involve an element of choice; because valuations are intended for use in social decision‐making, it may be advantageous that VAS values are elicited under conditions of certainty; although there are measurement problems with the VAS, means such as better design and transformations of data can deal with these; and with any method of eliciting values, it is unrealistic to expect people consciously to think in terms of social science constructs such as utilities. Moreover, there are problems, both theoretical and empirical, with alternative methods. Selection of the appropriate valuation method should be based on empirical performance, and in this the VAS has important advantages. We conclude that there are strong grounds for disputing the consensus view against the VAS and challenge those who hold it to deploy more convincing arguments and evidence in favour of alternative methods. However, we identify areas where further research is required to establish and consolidate the potential of the VAS as a valuation method. Copyright © 2006 John Wiley & Sons, Ltd.

Suggested Citation

  • David Parkin & Nancy Devlin, 2006. "Is there a case for using visual analogue scale valuations in cost‐utility analysis?," Health Economics, John Wiley & Sons, Ltd., vol. 15(7), pages 653-664, July.
  • Handle: RePEc:wly:hlthec:v:15:y:2006:i:7:p:653-664
    DOI: 10.1002/hec.1086
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    1. Parkin, David & Rice, Nigel & Jacoby, Ann & Doughty, Julie, 2004. "Use of a visual analogue scale in a daily patient diary: modelling cross-sectional time-series data on health-related quality of life," Social Science & Medicine, Elsevier, vol. 59(2), pages 351-360, July.
    2. James S. Dyer & Rakesh K. Sarin, 1982. "Relative Risk Aversion," Management Science, INFORMS, vol. 28(8), pages 875-886, August.
    3. Paul Dolan & Claire Gudex, 1995. "Time preference, duration and health state valuations," Health Economics, John Wiley & Sons, Ltd., vol. 4(4), pages 289-299, July.
    4. George W. Torrance & Michael H. Boyle & Sargent P. Horwood, 1982. "Application of Multi-Attribute Utility Theory to Measure Social Preferences for Health States," Operations Research, INFORMS, vol. 30(6), pages 1043-1069, December.
    5. Rachel Baker & Angela Robinson, 2004. "Responses to standard gambles: are preferences ‘well constructed’?," Health Economics, John Wiley & Sons, Ltd., vol. 13(1), pages 37-48, January.
    6. Buckingham, K. & Devlin, N. & Tabberer, M., 2004. "A theoretical framework for TTO valuations and a taxonomy of TTO approaches: results from a pilot study," Working Papers 04/07, Department of Economics, City University London.
    7. Nancy J. Devlin & Paul Hansen & Paul Kind & Alan Williams, 2003. "Logical inconsistencies in survey respondents' health state valuations ‐ a methodological challenge for estimating social tariffs," Health Economics, John Wiley & Sons, Ltd., vol. 12(7), pages 529-544, July.
    8. Loomes, Graham & Sugden, Robert, 1982. "Regret Theory: An Alternative Theory of Rational Choice under Uncertainty," Economic Journal, Royal Economic Society, vol. 92(368), pages 805-824, December.
    9. Nancy Devlin & Paul Hansen & Peter Herbison & Susan Macran, 2005. "A ‘new and improved’ EQ-5D valuation questionnaire?," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 6(1), pages 73-82, March.
    10. Anthony J. Culyer (ed.), 1991. "The Economics Of Health," Books, Edward Elgar Publishing, volume 0, number 541.
    11. H. Llewellyn-Thomas & H.J. Sutherland & R. Tibshirani & A. Ciampi & J.E. Till & N.F. Boyd, 1982. "The Measurement of Patients' Values in Medicine," Medical Decision Making, , vol. 2(4), pages 449-462, December.
    12. Sen, Amartya K, 1977. "Social Choice Theory: A Re-examination," Econometrica, Econometric Society, vol. 45(1), pages 53-89, January.
    13. Richardson, J., 1994. "Cost utility analysis: What should be measured?," Social Science & Medicine, Elsevier, vol. 39(1), pages 7-21, July.
    14. Schoemaker, Paul J H, 1982. "The Expected Utility Model: Its Variants, Purposes, Evidence and Limitations," Journal of Economic Literature, American Economic Association, vol. 20(2), pages 529-563, June.
    15. 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..
    16. Alan Schwartz, 1998. "Rating Scales in Context," Medical Decision Making, , vol. 18(2), pages 236-236.
    17. George W. Torrance & David Feeny & William Furlong, 2001. "Visual Analog Scales," Medical Decision Making, , vol. 21(4), pages 329-334, August.
    18. Culyer, A J, 1989. "The Normative Economics of Health Care Finance and Provision," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 5(1), pages 34-58, Spring.
    19. N J Devlin & P Hansen & P Kind & A H Williams, 2000. "The health state preferences and logistical inconsistencies of New Zealanders: a tale of two tariffs," Working Papers 180chedp, Centre for Health Economics, University of York.
    20. Nord, Erik, 1993. "The trade-off between severity of illness and treatment effect in cost-value analysis of health care," Health Policy, Elsevier, vol. 24(3), pages 227-238, August.
    21. Torrance, George W., 1986. "Measurement of health state utilities for economic appraisal : A review," Journal of Health Economics, Elsevier, vol. 5(1), pages 1-30, March.
    22. J. Leighton Read & Robert J. Quinn & Donald M. Berwick & Harvey V. Fineberg & Milton C. Weinstein, 1984. "Preferences for Health Outcomes," Medical Decision Making, , vol. 4(3), pages 315-329, August.
    23. Stefan Björk & Anna Norinder, 1999. "The weighting exercise for the Swedish version of the EuroQol," Health Economics, John Wiley & Sons, Ltd., vol. 8(2), pages 117-126, March.
    24. Ken Buckingham & Nancy Devlin, 2006. "A theoretical framework for TTO valuations of health," Health Economics, John Wiley & Sons, Ltd., vol. 15(10), pages 1149-1154, October.
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