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Common measures or common metrics? the value of IRT-based common metrics
There is a clear need to harmonize outcome measurement. Some authors propose to express scores as T scores to facilitate interpretation of PROM results in clinical practice. While this is a step in the right direction, there are important limitations to the acceptance of the T score metric as a comm...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Springer International Publishing
2023
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10661660/ https://www.ncbi.nlm.nih.gov/pubmed/37982948 http://dx.doi.org/10.1186/s41687-023-00657-w |
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author | Terwee, Caroline B. |
author_facet | Terwee, Caroline B. |
author_sort | Terwee, Caroline B. |
collection | PubMed |
description | There is a clear need to harmonize outcome measurement. Some authors propose to express scores as T scores to facilitate interpretation of PROM results in clinical practice. While this is a step in the right direction, there are important limitations to the acceptance of the T score metric as a common metric when T scores are based on raw sum scores of ordinal items: Such T scores of different instruments are not exactly comparable because they are not interval scaled; T scores of different measures are only on the same scale if exactly the same reference group is used; and the T sore metric cannot be maintained because it is reference population-dependent and needs to be updated regularly. These limitations can be overcome by using an item response theory (IRT)-based metric. Items from different measures can be placed on the same IRT metric to make scores comparable on an interval scale. The PROMIS initiative used IRT to develop item banks for measuring various health outcomes. Other PROMs have been linked to the PROMIS metric. Although PROMIS uses a T-score metric for practical reasons, the underlying PROMIS metric is actually an IRT metric. An IRT approach also enables further development of an item bank while preserving the underlying metric. Therefore, IRT-based metrics should be considered as common metrics for the future. |
format | Online Article Text |
id | pubmed-10661660 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Springer International Publishing |
record_format | MEDLINE/PubMed |
spelling | pubmed-106616602023-11-20 Common measures or common metrics? the value of IRT-based common metrics Terwee, Caroline B. J Patient Rep Outcomes Short Report There is a clear need to harmonize outcome measurement. Some authors propose to express scores as T scores to facilitate interpretation of PROM results in clinical practice. While this is a step in the right direction, there are important limitations to the acceptance of the T score metric as a common metric when T scores are based on raw sum scores of ordinal items: Such T scores of different instruments are not exactly comparable because they are not interval scaled; T scores of different measures are only on the same scale if exactly the same reference group is used; and the T sore metric cannot be maintained because it is reference population-dependent and needs to be updated regularly. These limitations can be overcome by using an item response theory (IRT)-based metric. Items from different measures can be placed on the same IRT metric to make scores comparable on an interval scale. The PROMIS initiative used IRT to develop item banks for measuring various health outcomes. Other PROMs have been linked to the PROMIS metric. Although PROMIS uses a T-score metric for practical reasons, the underlying PROMIS metric is actually an IRT metric. An IRT approach also enables further development of an item bank while preserving the underlying metric. Therefore, IRT-based metrics should be considered as common metrics for the future. Springer International Publishing 2023-11-20 /pmc/articles/PMC10661660/ /pubmed/37982948 http://dx.doi.org/10.1186/s41687-023-00657-w Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Short Report Terwee, Caroline B. Common measures or common metrics? the value of IRT-based common metrics |
title | Common measures or common metrics? the value of IRT-based common metrics |
title_full | Common measures or common metrics? the value of IRT-based common metrics |
title_fullStr | Common measures or common metrics? the value of IRT-based common metrics |
title_full_unstemmed | Common measures or common metrics? the value of IRT-based common metrics |
title_short | Common measures or common metrics? the value of IRT-based common metrics |
title_sort | common measures or common metrics? the value of irt-based common metrics |
topic | Short Report |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10661660/ https://www.ncbi.nlm.nih.gov/pubmed/37982948 http://dx.doi.org/10.1186/s41687-023-00657-w |
work_keys_str_mv | AT terweecarolineb commonmeasuresorcommonmetricsthevalueofirtbasedcommonmetrics |