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Mapping chronic liver disease questionnaire scores onto SF-6D utility values in patients with primary sclerosing cholangitis

Evangelos Kalaitzakis, Maria Benito de Valle, Monira Rahman, Björn Lindkvist, Einar Björnsson, Roger Chapman, Nick Kontodimopoulos

6 Citations (Scopus)

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 languageEnglish
JournalQuality of life research : an international journal of quality of life aspects of treatment, care and rehabilitation
Volume25
Issue number4
Pages (from-to)947-57
Number of pages11
ISSN0962-9343
DOIs
Publication statusPublished - 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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