Abstract
PURPOSE: The chronic liver disease questionnaire (CLDQ) is a frequently used liver-specific quality of life instrument, but it does not provide information on preference-adjusted health status, which is essential for cost-utility analysis. We aimed to develop a mapping function deriving utilities from the CLDQ in primary sclerosing cholangitis (PSC).
METHODS: Short form-6D (SF-6D) utilities were calculated from SF-36 data collected in a recent prospective study in which unselected patients with PSC also completed the CLDQ. Ordinary least squares (OLS), generalized linear, median, and kernel regression analyses were employed to devise a mapping function predicting utilities. This was validated in three random subsamples of the cohort and in a separate sample of PSC patients following liver transplantation. Adjusted R (2) and root-mean-square error (RMSE) as well as Pearson's r coefficients and mean absolute errors between predicted and observed values were used to determine model performance.
RESULTS: Decompensated liver disease and fatigue, systemic symptoms, and emotional distress, assessed with the CLDQ, were related to worse SF-6D utilities. The final OLS prediction model explained 66.3 % of the variance in the derivation sample. Predicted and observed utilities were strongly correlated (r = 0.807, p < 0.001), but the mean absolute error (0.0604) and adjusted RMSE (10.6 %) were of intermediate size. Similar model characteristics were observed after employment of generalized linear and median regression models and at validation.
CONCLUSIONS: A model has been constructed, showing good validity predicting SF-6D utilities from CLDQ scores at the group level in PSC. Further testing is required to externally validate the model.
| Original language | English |
|---|---|
| Journal | Quality of life research : an international journal of quality of life aspects of treatment, care and rehabilitation |
| Volume | 25 |
| Issue number | 4 |
| Pages (from-to) | 947-57 |
| Number of pages | 11 |
| ISSN | 0962-9343 |
| DOIs | |
| Publication status | Published - Apr 2016 |
Keywords
- Algorithms
- Cholangitis, Sclerosing
- Cost-Benefit Analysis
- Female
- Health Status
- Humans
- Least-Squares Analysis
- Liver Diseases
- Liver Transplantation
- Male
- Middle Aged
- Models, Theoretical
- Prospective Studies
- Quality of Life
- Surveys and Questionnaires
- Journal Article
- Research Support, Non-U.S. Gov't
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