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Mapping between Visual Analogue Scale and Standard Gamble data; results from the UK Health Utilities Index 2 valuation survey*

* This paper has been replicated

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  • Katherine J. Stevens
  • Christopher J. McCabe
  • John E. Brazier

Abstract

We examine the relationship between Visual Analogue Scale (VAS) and Standard Gamble (SG) assumed in the development of the multiplicative multi‐attribute utility functions (M‐MAUFs) for the Health Utilities Index (HUI) Mark 2 and Mark 3, using data from a UK valuation study of the HUI2. A range of functional forms are considered, and are compared on the basis of their explanatory power and predictive ability. A restricted cubic function fits the data better than a power curve with a mean absolute error (MAE) of 0.025 and root mean square error (RMSE) of 0.029 compared to a MAE of 0.135 and RMSE of 0.135 for the power curve. The use of a cubic mapping function instead of a power function leads to different predicted health state values. We question the reliance on the assumption of a power curve relationship between VAS and SG data, in the Health Utilities Index valuation framework. Our results demonstrate that further work is required to examine the appropriateness of the published M‐MAUFs for the Health Utilities Indices. Copyright © 2005 John Wiley & Sons, Ltd.

Suggested Citation

  • Katherine J. Stevens & Christopher J. McCabe & John E. Brazier, 2006. "Mapping between Visual Analogue Scale and Standard Gamble data; results from the UK Health Utilities Index 2 valuation survey," Health Economics, John Wiley & Sons, Ltd., vol. 15(5), pages 527-533, May.
    • Handle: RePEc:wly:hlthec:v:15:y:2006:i:5:p:527-533
    DOI: 10.1002/hec.1076
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    References listed on IDEAS

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    Cited by:

    1. Costa-Font, Montserrat & Costa-Font, Joan, 2009. "Heterogeneous 'adaptation' and 'income effects' across self-reported health distribution?," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 38(4), pages 574-580, August.
    2. Christine McDonough & Anna Tosteson, 2007. "Measuring Preferences for Cost-Utility Analysis," PharmacoEconomics, Springer, vol. 25(2), pages 93-106, February.
    3. Donna Rowen & John Brazier & Aki Tsuchiya & Mónica Hernández Alava, 2012. "Valuing states from multiple measures on the same visual analogue sale: a feasibility study," Health Economics, John Wiley & Sons, Ltd., vol. 21(6), pages 715-729, June.
    4. Katherine Stevens & Christopher McCabe & John Brazier, 2007. "Response to Shmueli," Health Economics, John Wiley & Sons, Ltd., vol. 16(7), pages 759-761, July.

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    Replication

    This item has been replicated by:
  • Amir Shmueli, 2007. "It might be premature to reject the assumption of a power curve relationship between VAS and SG data: three comments on Stevens, McCabe and Brazier's ‘Mapping between VAS and SG data; results from the," Health Economics, John Wiley & Sons, Ltd., vol. 16(7), pages 755-758, July.

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