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Mapping analysis to predict the associated EuroQol five-dimension three-level utility values from the Oxford Knee Score
- Source :
- Bone & Joint Open. 3:573-581
- Publication Year :
- 2022
- Publisher :
- British Editorial Society of Bone & Joint Surgery, 2022.
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Abstract
- Aims The aims of this study were to assess mapping models to predict the three-level version of EuroQoL five-dimension utility index (EQ-5D-3L) from the Oxford Knee Score (OKS) and validate these before and after total knee arthroplasty (TKA). Methods A retrospective cohort of 5,857 patients was used to create the prediction models, and a second cohort of 721 patients from a different centre was used to validate the models, all of whom underwent TKA. Patient characteristics, BMI, OKS, and EQ-5D-3L were collected preoperatively and one year postoperatively. Generalized linear regression was used to formulate the prediction models. Results There were significant correlations between the OKS and EQ-5D-3L preoperatively ( r = 0.68; p < 0.001) and postoperatively ( r = 0.77; p < 0.001) and for the change in the scores ( r = 0.61; p < 0.001). Three different models (preoperative, postoperative, and change) were created. There were no significant differences between the actual and predicted mean EQ-5D-3L utilities at any timepoint or for change in the scores (p > 0.090) in the validation cohort. There was a significant correlation between the actual and predicted EQ-5D-3L utilities preoperatively ( r = 0.63; p < 0.001) and postoperatively ( r = 0.77; p < 0.001) and for the change in the scores ( r = 0.56; p < 0.001). Bland-Altman plots demonstrated that a lower utility was overestimated, and higher utility was underestimated. The individual predicted EQ-5D-3L that was within ± 0.05 and ± 0.010 (minimal clinically important difference (MCID)) of the actual EQ-5D-3L varied between 13% to 35% and 26% to 64%, respectively, according to timepoint assessed and change in the scores, but was not significantly different between the modelling and validation cohorts (p ≥ 0.148). Conclusion The OKS can be used to estimate EQ-5D-3L. Predicted individual patient utility error beyond the MCID varied from one-third to two-thirds depending on timepoint assessed, but the mean for a cohort did not differ and could be employed for this purpose. Cite this article: Bone Jt Open 2022;3(7):573–581.
- Subjects :
- General Engineering
Subjects
Details
- ISSN :
- 26331462
- Volume :
- 3
- Database :
- OpenAIRE
- Journal :
- Bone & Joint Open
- Accession number :
- edsair.doi.dedup.....448b53ee2ef3e9151b2a8e9846ae1a0a
- Full Text :
- https://doi.org/10.1302/2633-1462.37.bjo-2022-0054.r1