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Mapping health outcome measures from a stroke registry to EQ-5D weights
- Source :
- Health and Quality of Life Outcomes
- Publication Year :
- 2013
- Publisher :
- Umeå universitet, Medicin, 2013.
-
Abstract
- Purpose: To map health outcome related variables from a national register, not part of any validated instrument, with EQ-5D weights among stroke patients. Methods: We used two cross-sectional data sets including patient characteristics, outcome variables and EQ-5D weights from the national Swedish stroke register. Three regression techniques were used on the estimation set (n = 272): ordinary least squares (OLS), Tobit, and censored least absolute deviation (CLAD). The regression coefficients for “dressing“, “toileting“, “mobility”, “mood”, “general health” and “proxy-responders” were applied to the validation set (n = 272), and the performance was analysed with mean absolute error (MAE) and mean square error (MSE). Results: The number of statistically significant coefficients varied by model, but all models generated consistent coefficients in terms of sign. Mean utility was underestimated in all models (least in OLS) and with lower variation (least in OLS) compared to the observed. The maximum attainable EQ-5D weight ranged from 0.90 (OLS) to 1.00 (Tobit and CLAD). Health states with utility weights
- Subjects :
- Male
Quality of life
medicine.medical_specialty
Mean squared error
Cross-sectional study
Health Status
Transfer to utility
Utility
EQ-5D
Surveys and Questionnaires
Activities of Daily Living
Linear regression
Statistics
Humans
Medicine
Tobit model
Registries
Aged
Sweden
business.industry
Research
Public Health, Environmental and Occupational Health
Klinisk medicin
General Medicine
Regression
Self Care
Stroke
Cross-Sectional Studies
Treatment Outcome
Mapping
Ordinary least squares
Physical therapy
Female
Least absolute deviations
Clinical Medicine
business
Algorithms
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Journal :
- Health and Quality of Life Outcomes
- Accession number :
- edsair.doi.dedup.....dd23940c92269415b6d67fd91695eaee