Should Linking Replace Regression When Mapping from Profile-Based Measures to Preference-Based Measures?
Abstract
Background
Profile instruments are frequently used to assess health-related quality of life and other patient-reported outcomes. However, preference-based measures are required for health-economic cost-utility evaluations.
Results
Although regression-based approaches are commonly used to map from profile measures to preference measures, we show that this results in biased estimates because of regression to the mean.
Conclusions
Linking (scale-aligning) is proposed as an alternative.
Authors
Peter M. Fayers Ron D. Hays