A Direct Comparison Between Discrete Choice With Duration and Composite Time Trade-Off Methods: Do They Produce Similar Results?

Sep 1, 2024, 00:00
10.1016/j.jval.2024.05.016
https://www.valueinhealthjournal.com/article/S1098-3015(24)02403-3/fulltext
Title : A Direct Comparison Between Discrete Choice With Duration and Composite Time Trade-Off Methods: Do They Produce Similar Results?
Citation : https://www.valueinhealthjournal.com/action/showCitFormats?pii=S1098-3015(24)02403-3&doi=10.1016/j.jval.2024.05.016
First page : 1280
Section Title : PREFERENCE-BASED ASSESSMENTS
Open access? : Yes
Section Order : 1280

Objectives

Discrete choice experiments including a duration attribute (DCEd) represent a promising candidate method for valuing health-related quality-of-life instruments. However, it has not been established that DCEd can produce similar results as composite time trade-off (cTTO) or EuroQol Valuation Technology (EQ-VT) valuations of the EQ-5D-5L instrument. This study provides a direct comparison between cTTO and EQ-VT, and DCEd valuation methods.

Methods

An EQ-VT study was conducted in Trinidad and Tobago to value the EQ-5D-5L. 1079 respondents each completed 10 cTTO tasks and 12 discrete choice experiments tasks without a duration attribute. A separate sample of 970 respondents each completed 18 split-triplet DCEd tasks. Several regression models were applied to the EQ-VT data, and the DCEd data were analyzed using mixed logit models with an exponential discount rate. The estimated values were compared using scatterplots and Bland-Altman plots.

Results

The ordering of dimensions was identical in level 5 for cTTO/EQ-VT and DCEd models, with pain/discomfort being the most important dimension and usual activities being least important. cTTO/EQ-VT models produced a value for state 55555 ranging between −0.52 and −0.69, whereas this was −0.543 for the nonlinear mixed logit model for the DCEd data. Scatterplots and Bland-Altman plots suggested excellent agreement between cTTO/EQ-VT and DCEd-based estimates.

Conclusions

CTTO/EQ-VT and DCEd valuations produce similar results when correcting DCEd for nonlinear time preferences. The ordering of importance of the dimensions and scale are identical, suggesting that the 2 methods measure the same construct and produce similar results.

Categories :
  • Decision Modeling & Simulation
  • Health State Utilities
  • Methodological & Statistical Research
  • Patient-Centered Research
  • Preference Methods
  • Study Approaches
  • Surveys & Expert Panels
Tags :
  • composite time trade-off
  • discrete choice experiment
  • discrete choice experiment duration
  • discrete choice with duration
Regions :
  • Asia Pacific (including Oceania)
ViH Article Tags :