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Using the Choice Sequence in Time Trade-Off as Discrete Choices: Do the Two Stories Match?
- Source :
- Value in Health. 23:487-494
- Publication Year :
- 2020
- Publisher :
- Elsevier BV, 2020.
-
Abstract
- Objectives The EQ-5D-5L valuation protocol recommends combining time trade-off (TTO) and discrete choice experiments (DCEs). DCEs that include a duration attribute (DCETTO) allow modeling on the quality-adjusted life-year scale. Because the choice sequence in a TTO can be construed as a series of DCETTO, we used data from a single TTO study to investigate the extent to which DCE values match TTO values when based on identical preferences. Methods In a TTO design in which a fixed set of choices were administered without termination at preference indifference, 202 individuals each valued 10 EQ-5D health states. From identified indifference points, we estimated three sets of TTO values: (i) plotting means and (ii) applying censored regressions at −1 and 1. Using all strict preferences, we (iii) estimated DCETTO values with a logit model and a bootstrap procedure. Results Estimated DCETTO and TTO values agreed well at the severe end of the quality-adjusted life-year scale, but with decreasing severity, DCETTO values were higher than TTO-values, with the difference peaking at 0.37 for the mildest health state. Left-censoring TTO values at −1 worsen the agreement for the worst health states and did not affect health states. Right censoring at 1 improved the agreement for mild states. Conclusions TTO and the DCETTO values estimated from the same preference data diverged, with increasing difference for milder health states. Although the values converged when applying censored regression at +1, we question the validity of this adjustment.
- Subjects :
- Time Factors
Health Status
Discrete choice experiment
Logistic regression
Choice Behavior
Time-trade-off
03 medical and health sciences
0302 clinical medicine
EQ-5D
Surveys and Questionnaires
Preference data
Statistics
Humans
030212 general & internal medicine
Mathematics
Censored regression model
030503 health policy & services
Health Policy
Public Health, Environmental and Occupational Health
Patient Preference
Advertising
Health states
Logistic Models
Quality-Adjusted Life Years
0305 other medical science
Choice sequence
Subjects
Details
- ISSN :
- 10983015
- Volume :
- 23
- Database :
- OpenAIRE
- Journal :
- Value in Health
- Accession number :
- edsair.doi.dedup.....7eecb368efa2402ba648cce636882f21
- Full Text :
- https://doi.org/10.1016/j.jval.2019.10.003