Mapping the FACT-G to EQ-5D-3L utility index in cancer with the Chinese values set
| Autor: | ZhiKui He, WenJie Liang, WenJia Xu, WenXiu Huang, XiaoMin Wang, KaiYong Huang, Li Yang |
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| Rok vydání: | 2022 |
| Předmět: | |
| Zdroj: | Expert Review of Pharmacoeconomics & Outcomes Research. 22:1103-1116 |
| ISSN: | 1744-8379 1473-7167 |
| Popis: | The purpose of this research was to create a function for mapping the cancer-specific instrument (FACT-G) to a preference-based measure (EQ-5D-3 L) utility index for health-related quality of life, with utility scores generated using the Chinese value set. A cross-sectional study among 243 Chinese patients with cancer was conducted through EQ-5D-3 L and FACT-G questionnaires survey. The EQ-5D-3 L utility index values were predicted based on OLS, GLM, CLAD, and Tobit model regression approaches. The performance and predictive power of each model were also evaluated using r2 and adj- r2, MAE, RMSE, ICC, and MID. Linear equating was used to avoid regression of the OLS model to mean. The model was validated using a 10-fold cross-validation method. Among all regression models for the FACT-G, the OLS 5 model predicted mean EQ-5D-3 L values the best, in terms of model goodness of fit (r2 = 0.6230, MAE = 0.0448, RMSE = 0.0624). The OLS model proved to be the most accurate for the mean, and the linear equating scores were much closer to the observed scores. Our results suggest that the best algorithm for FACT-G mapping to EQ-5D-3 L utility index is OLS model, based on the survey of Chinese patients with cancer. |
| Databáze: | OpenAIRE |
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