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Item response theory may account for unequal item weighting and individual-level measurement error in trials that use PROMs: a psychometric sensitivity analysis of the TOPKAT trial.
- Source :
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Journal of clinical epidemiology [J Clin Epidemiol] 2023 Jun; Vol. 158, pp. 62-69. Date of Electronic Publication: 2023 Mar 24. - Publication Year :
- 2023
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Abstract
- Objectives: To apply item response theory as a framework for studying measurement error in superiority trials which use patient-reported outcome measures (PROMs).<br />Methods: We reanalyzed data from the The Total or Partial Knee Arthroplasty Trial, which compared the Oxford Knee Score (OKS) responses of patients undergoing partial or total knee replacement, using traditional sum-scoring, after accounting for OKS item characteristics with expected a posteriori (EAP) scoring, and after accounting for individual-level measurement error with plausible value imputation (PVI). We compared the marginalized mean scores of each group at baseline, 2 months, and yearly for 5 years. We used registry data to estimate the minimal important difference (MID) of OKS scores with sum-scoring and EAP scoring.<br />Results: With sum-scoring, we found statistically significant differences in mean OKS score at 2 months (P = 0.030) and 1 year (P = 0.030). EAP scores produced slightly different results, with statistically significant differences at 1 year (P = 0.041) and 3 years (P = 0.043). With PVI, there were no statistically significant differences.<br />Conclusion: Psychometric sensitivity analyses can be readily performed for superiority trials using PROMs and may aid the interpretation of results.<br /> (Copyright © 2023 The Author(s). Published by Elsevier Inc. All rights reserved.)
Details
- Language :
- English
- ISSN :
- 1878-5921
- Volume :
- 158
- Database :
- MEDLINE
- Journal :
- Journal of clinical epidemiology
- Publication Type :
- Academic Journal
- Accession number :
- 36966903
- Full Text :
- https://doi.org/10.1016/j.jclinepi.2023.03.013