Head & Neck · 2020 · 21 citations · 21 references
PharmacyBiostatisticsOncologyHealth AssessmentHealth Technology AssessmentOutcomes ResearchClinical Outcome AssessmentHealth-related Quality Of Life MeasurementHealth-state Utility MeasurementPatient-reported Outcome CollectionPatient-reported Outcome MeasuresResponse AssessmentClinical Utility AnalysisHealth Utility EstimationHealth Utility MappingMapping FunctionsOrdinary Least SquaresPatient-reported Utility MeasurementUtility Measurement In OncologyUtility Scoring Algorithms
Abstract Background We sought to develop mapping functions that use EORTC responses to approximate health utility (HU) scores for patients with head and neck cancer (HNC). Methods In total, 209 outpatients with HNC completed the EORTC QLQ‐C30 & QLQ‐H&N35 (EORTC), EQ‐5D‐5L and the HUI‐3. Results of the EORTC were mapped onto both EQ‐5D‐5L and HUI‐3 scores using ordinary least squares regression and two‐part models. Results The OLS model mapping EORTC onto the EQ‐5D‐5L performed best (adjusted R 2 = .75, 10‐fold cross‐validation RMSE = 0.064, MAE 0.050). The HUI‐3 model mapping onto EORTC through OLS was more limited (adjusted R 2 = .5746, 10‐fold cross cross‐validation RMSE = 0.168, MAE 0.080). The EQ‐5D‐5L model was able to discriminate between certain clinical indices of disease severity on subgroup analysis. Conclusion The EORTC to EQ‐5D‐5L mapping algorithm has good predictive validity and may enable researchers to translate EORTC scores into HU scores for head and neck patients with cancer.
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Kenneth P. Burnham, David R. Anderson · Sociological Methods & Research · 2004 · 11.6K citations
Development and preliminary testing of the new five-level version of EQ-5D (EQ-5D-5L)
Michael Herdman, Claire Gudex, Andrew Lloyd et al. · Quality of Life Research · 2011 · 10K citations · Full text