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Sensitivity to change of generic preference-based instruments (EQ-5D-3L, EQ-5D-5L, and HUI3) in the context of treatment for people with prescription-type opioid use disorder in Canada

PURPOSE: Using data from a randomized controlled trial for treatment of prescription-type opioid use disorder in Canada, this study examines sensitivity to change in three preference-based instruments [EQ-5D-3L, EQ-5D-5L, and the Health Utilities Index Mark 3 (HUI3)] and explores an oft-overlooked c...

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Autores principales: Whitehurst, David G. T., Mah, Cassandra, Krebs, Emanuel, Enns, Benjamin, Socias, M. Eugenia, Jutras-Aswad, Didier, Le Foll, Bernard, Nosyk, Bohdan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10080515/
https://www.ncbi.nlm.nih.gov/pubmed/37027087
http://dx.doi.org/10.1007/s11136-023-03381-6
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author Whitehurst, David G. T.
Mah, Cassandra
Krebs, Emanuel
Enns, Benjamin
Socias, M. Eugenia
Jutras-Aswad, Didier
Le Foll, Bernard
Nosyk, Bohdan
author_facet Whitehurst, David G. T.
Mah, Cassandra
Krebs, Emanuel
Enns, Benjamin
Socias, M. Eugenia
Jutras-Aswad, Didier
Le Foll, Bernard
Nosyk, Bohdan
author_sort Whitehurst, David G. T.
collection PubMed
description PURPOSE: Using data from a randomized controlled trial for treatment of prescription-type opioid use disorder in Canada, this study examines sensitivity to change in three preference-based instruments [EQ-5D-3L, EQ-5D-5L, and the Health Utilities Index Mark 3 (HUI3)] and explores an oft-overlooked consideration when working with contemporaneous responses for similar questions—data quality. METHODS: Analyses focused on the relative abilities of three instruments to capture change in health status. Distributional methods were used to categorize individuals as ‘improved’ or ‘not improved’ for eight anchors (seven clinical, one generic). Sensitivity to change was assessed using area under the ROC (receiver operating characteristics) curve (AUC) analysis and comparisons of mean change scores for three time periods. A ‘strict’ data quality criteria, defined a priori, was applied. Analyses were replicated using ‘soft’ and ‘no’ criteria. RESULTS: Data from 160 individuals were used in the analysis; 30% had at least one data quality violation at baseline. Despite mean index scores being significantly lower for the HUI3 compared with EQ-5D instruments at each time point, the magnitudes of change scores were similar. No instrument demonstrated superior sensitivity to change. While six of the 10 highest AUC estimates were for the HUI3, ‘moderate’ classifications of discriminative ability were identified in 12 (of 22) analyses for each EQ-5D instrument, compared with eight for the HUI3. CONCLUSION: Negligible differences were observed between the EQ-5D-3L, EQ-5D-5L, and HUI3 regarding the ability to measure change. The prevalence of data quality violations—which differed by ethnicity—requires further investigation. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s11136-023-03381-6.
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spelling pubmed-100805152023-04-07 Sensitivity to change of generic preference-based instruments (EQ-5D-3L, EQ-5D-5L, and HUI3) in the context of treatment for people with prescription-type opioid use disorder in Canada Whitehurst, David G. T. Mah, Cassandra Krebs, Emanuel Enns, Benjamin Socias, M. Eugenia Jutras-Aswad, Didier Le Foll, Bernard Nosyk, Bohdan Qual Life Res Article PURPOSE: Using data from a randomized controlled trial for treatment of prescription-type opioid use disorder in Canada, this study examines sensitivity to change in three preference-based instruments [EQ-5D-3L, EQ-5D-5L, and the Health Utilities Index Mark 3 (HUI3)] and explores an oft-overlooked consideration when working with contemporaneous responses for similar questions—data quality. METHODS: Analyses focused on the relative abilities of three instruments to capture change in health status. Distributional methods were used to categorize individuals as ‘improved’ or ‘not improved’ for eight anchors (seven clinical, one generic). Sensitivity to change was assessed using area under the ROC (receiver operating characteristics) curve (AUC) analysis and comparisons of mean change scores for three time periods. A ‘strict’ data quality criteria, defined a priori, was applied. Analyses were replicated using ‘soft’ and ‘no’ criteria. RESULTS: Data from 160 individuals were used in the analysis; 30% had at least one data quality violation at baseline. Despite mean index scores being significantly lower for the HUI3 compared with EQ-5D instruments at each time point, the magnitudes of change scores were similar. No instrument demonstrated superior sensitivity to change. While six of the 10 highest AUC estimates were for the HUI3, ‘moderate’ classifications of discriminative ability were identified in 12 (of 22) analyses for each EQ-5D instrument, compared with eight for the HUI3. CONCLUSION: Negligible differences were observed between the EQ-5D-3L, EQ-5D-5L, and HUI3 regarding the ability to measure change. The prevalence of data quality violations—which differed by ethnicity—requires further investigation. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s11136-023-03381-6. Springer International Publishing 2023-04-07 2023 /pmc/articles/PMC10080515/ /pubmed/37027087 http://dx.doi.org/10.1007/s11136-023-03381-6 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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 Article
Whitehurst, David G. T.
Mah, Cassandra
Krebs, Emanuel
Enns, Benjamin
Socias, M. Eugenia
Jutras-Aswad, Didier
Le Foll, Bernard
Nosyk, Bohdan
Sensitivity to change of generic preference-based instruments (EQ-5D-3L, EQ-5D-5L, and HUI3) in the context of treatment for people with prescription-type opioid use disorder in Canada
title Sensitivity to change of generic preference-based instruments (EQ-5D-3L, EQ-5D-5L, and HUI3) in the context of treatment for people with prescription-type opioid use disorder in Canada
title_full Sensitivity to change of generic preference-based instruments (EQ-5D-3L, EQ-5D-5L, and HUI3) in the context of treatment for people with prescription-type opioid use disorder in Canada
title_fullStr Sensitivity to change of generic preference-based instruments (EQ-5D-3L, EQ-5D-5L, and HUI3) in the context of treatment for people with prescription-type opioid use disorder in Canada
title_full_unstemmed Sensitivity to change of generic preference-based instruments (EQ-5D-3L, EQ-5D-5L, and HUI3) in the context of treatment for people with prescription-type opioid use disorder in Canada
title_short Sensitivity to change of generic preference-based instruments (EQ-5D-3L, EQ-5D-5L, and HUI3) in the context of treatment for people with prescription-type opioid use disorder in Canada
title_sort sensitivity to change of generic preference-based instruments (eq-5d-3l, eq-5d-5l, and hui3) in the context of treatment for people with prescription-type opioid use disorder in canada
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10080515/
https://www.ncbi.nlm.nih.gov/pubmed/37027087
http://dx.doi.org/10.1007/s11136-023-03381-6
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