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Predicting EQ-5D utility scores from the Seattle Angina Questionnaire in coronary artery disease: a mapping algorithm
Harindra C Wijeysundera1,2,3, George Tomlinson3,4, Colleen M Norris5,6
1Division of Cardiology, Schulich Heart Centre and Department of Medicine, Sunnybrook Health Sciences Centre, University of Toronto, Ontario, Canada (HCW, DTK)
A new mapping algorithm accurately estimates quality of life utility scores from the Seattle Angina Questionnaire (SAQ) for economic evaluations in coronary artery disease research.
Area of Science:
- Cardiology
- Health Economics
- Outcomes Research
Background:
- The Seattle Angina Questionnaire (SAQ) is a quality of life measure for coronary artery disease (CAD).
- Current SAQ limitations prevent its use in economic evaluations.
- Translating SAQ scores to EQ-5D utility scores is needed for health economic analyses.
Purpose of the Study:
- To develop a mapping algorithm for converting SAQ scores into EQ-5D utility values.
- To enable the use of SAQ data in economic evaluations for CAD studies.
Main Methods:
- Utilized data from the Alberta Provincial Project for Outcome Assessment in Coronary Heart Disease (APPROACH) database.
- Developed mapping algorithms using linear regression and Tobit models with Bayesian extensions.
- Validated models by comparing predicted and observed EQ-5D scores in a derivation and validation cohort.
Main Results:
- A cohort of 1992 patients was analyzed.
- Simple linear regression demonstrated the best predictive performance with an R2 of 0.38.
- The linear regression model accurately predicted mean EQ-5D utility scores (0.81 predicted vs. 0.81 observed).
Conclusions:
- A simple linear regression mapping algorithm effectively estimates mean EQ-5D utility weights from SAQ scores.
- This method facilitates the integration of SAQ data into health economic assessments for CAD.
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