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Combining EQ-5D-5L items into a level summary score: demonstrating feasibility using non-parametric item response
You-Shan Feng1,2, Ruixuan Jiang3, A Simon Pickard4
1Institute for Clinical Epidemiology and Applied Biometrics, Medical University of Tübingen, Silcherstraße 5 72076, Tübingen, Germany. you-shan.feng@med.uni-tuebingen.de.
The Mokken scaling approach confirms the EQ-5D-5L health questionnaire can be scored using a level summary score. Excluding the anxiety/depression item improves scale reliability and interpretability.
Area of Science:
- Health Outcomes Research
- Psychometrics
- Health Economics
Background:
- The EQ-5D-5L is a standard health questionnaire for estimating health utilities.
- Current scoring relies on preference-based weights, with limited exploration of alternative methods.
- Investigating alternative scoring is crucial when utility weights are unavailable or inapplicable.
Purpose of the Study:
- To assess the appropriateness of the EQ-5D-5L level summary score using Mokken scaling.
- To explore the interpretability of the EQ-5D-5L score through item ordering.
- To evaluate the psychometric properties of the EQ-5D-5L under alternative scoring.
Main Methods:
- Utilized the R package "mokken" for psychometric analysis.
- Assessed monotonicity and manifest invariant item ordering (MIIO) on EQ-5D-5L data.
- Employed data from the Multiple Instrument Comparison (MIC) study across six Western countries.
Main Results:
- All EQ-5D-5L items demonstrated monotonicity; however, the anxiety/depression item showed weak scalability.
- Excluding the anxiety/depression item significantly improved overall scale scalability (Hs from 0.559 to 0.714).
- Mokken scaling confirmed a moderate to strong scale, with improved accuracy (HT from 0.463 to 0.743) when the anxiety/depression item was excluded.
Conclusions:
- The EQ-5D-5L items form a moderate to strong Mokken scale, supporting the use of a level summary score for ordering individuals.
- Item ordering provides a basis for interpreting score ranges, linking lower scores to pain/anxiety/depression and higher scores to self-care limitations.
- Excluding the anxiety/depression item enhances the psychometric properties and interpretability of the EQ-5D-5L scale.
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