Whose Time Trade-Off Should Be Used? Anchoring Discrete Choice Experiment Latent Utilities in Health State Valuation

Sep 1, 2023, 00:00 AM
10.1016/j.jval.2023.05.019
https://www.valueinhealthjournal.com/article/S1098-3015(23)02985-6/fulltext
Section Title : PREFERENCE-BASED ASSESSMENTS
Section Order : 1405
First Page : 1405

Objectives

To compare anchored discrete choice experiment (DCE) utility values using own versus others’ time trade-off (TTO) responses in the valuation of SF-6Dv2.

Methods

A representative sample of the general population was recruited in China. Through face-to-face interviews, both DCE and TTO data were collected from a randomly selected half of the respondents (own TTO sample), whereas only TTO data were collected from the other half (others’ TTO sample). Conditional logit model was used to estimate DCE latent utilities. Three anchoring methods, including using the observed and the modeled TTO values for the worst state, and mapping DCE values onto TTO, were used to scale the latent utilities to health utilities. Prediction accuracy was assessed using intraclass correlation coefficient, mean absolute difference, and root mean squared difference compared with the mean observed TTO values between the anchoring results using the own versus others’ TTO data.

Results

Demographic characteristics were comparable between the own TTO sample (n = 252) and the others’ TTO sample (n = 251). The mean (SD) observed TTO value for the worst state was −0.259 (0.591) for the own TTO sample and −0.236 (0.616) for the others’ TTO sample. Anchoring DCE using own TTOs consistently showed a better prediction accuracy than using others’ TTOs across the 3 anchoring methods in terms of the intraclass correlation coefficient (0.835-0.873 vs 0.771-0.804), mean absolute difference (0.127-0.181 vs 0.146-0.203), and root mean squared difference (0.164-0.237 vs 0.192-0.270).

Conclusion

When anchoring DCE-derived latent utilities onto the health utility scale, respondents’ own TTO data would be preferred to TTO data obtained from a different sample.

https://www.valueinhealthjournal.com/action/showCitFormats?pii=S1098-3015(23)02985-6&doi=10.1016/j.jval.2023.05.019
HEOR Topics :
  • Health State Utilities
  • Methodological & Statistical Research
  • Patient-Centered Research
  • Patient-reported Outcomes & Quality of Life Outcomes
  • Preference Methods
  • PRO & Related Methods
  • Stated Preference & Patient Satisfaction
  • Study Approaches
  • Surveys & Expert Panels
Tags :
  • anchor
  • discrete choice experiment
  • latent utility
  • time trade-off
Regions :
  • Asia Pacific (including Oceania)