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Investigating 5-Level EQ-5D (EQ-5D-5L) Values Based on Preferences of Patients With Heart Disease
Affiliation:1. Biostatistics, Singapore Clinical Research Institute, Singapore;2. Centre for Quantitative Medicine, Duke-NUS Medical School, Singapore;3. Centre for Child Health Research, Tampere University, Finland;4. Department of Cardiology, National Heart Centre Singapore, Singapore;5. Department of Cardiology, National University Heart Centre, Singapore;6. Health Services Research Centre, Akershus University Hospital, Lørenskog, Norway;7. Maths in Health B. V, Rotterdam, The Netherlands;8. Saw Swee Hock School of Public Health, National University of Singapore, Singapore
Abstract:ObjectivesSeveral studies have shown that patients with heart disease value hypothetical health states differently from the general population. We aimed to investigate the health preferences of patients with heart disease and develop a value set for the 5-level EQ-5D (EQ-5D-5L) based on these patient preferences.MethodsPatients with confirmed heart disease were recruited from 2 hospitals in Singapore. A total of 86 EQ-5D-5L health states (10 per patient) were valued using a composite time trade-off method according to the international valuation protocol for EQ-5D-5L; 20-parameter linear models and 8-parameter cross-attribute level effects models with and without an N45 term (indicating whether any health state dimension at level 4 or 5 existed) were estimated. Each model included patient-specific random intercepts. Model performance was evaluated for out-of-sample and in-sample predictive accuracy in terms of root mean square error. The discriminative ability of the utility values was assessed using heart disease-related functional classes.ResultsA total of 576 patients were included in the analysis. The preferred model, with the lowest out-of-sample root mean square error, was a 20-parameter linear model including N45. Predicted utility values ranged from ?0.727 for the worst state to 1 for full health; the value for the second-best state was 0.981. Utility values demonstrated good discriminative ability in differentiating among patients of varied functional classes.ConclusionsAn EQ-5D-5L value set representing the preferences of patients with heart disease was developed. The value set could be used for patient-centric economic evaluation and health-related quality of life assessment for patients with heart disease.
Keywords:cardiovascular disease  EQ-5D  EQ-5D-5L  heart disease  patient preference  preference  utility  value set
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