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Methodological approach for determining the Minimal Important Difference and Minimal Important Change scores for the European Organisation for Research and Treatment of Cancer Head and Neck Cancer Module (EORTC QLQ-HN43) exemplified by the Swallowing scale
PURPOSE: The aim of this study was to explore what methods should be used to determine the minimal important difference (MID) and minimal important change (MIC) in scores for the European Organisation for Research and Treatment of Cancer Head and Neck Cancer Module, the EORTC QLQ-HN43. METHODS: In a...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer International Publishing
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8921167/ https://www.ncbi.nlm.nih.gov/pubmed/34272632 http://dx.doi.org/10.1007/s11136-021-02939-6 |
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author | Singer, Susanne Hammerlid, Eva Tomaszewska, Iwona M. Amdal, Cecilie Delphin Bjordal, Kristin Herlofson, Bente Brokstad Santos, Marcos Silva, Joaquim Castro Mehanna, Hisham Fullerton, Amy Brannan, Christine Gonzalez, Loreto Fernandez Inhestern, Johanna Pinto, Monica Arraras, Juan I. Yarom, Noam Bonomo, Pierluigi Baumann, Ingo Galalae, Razvan Nicolatou-Galitis, Ourania Kiyota, Naomi Raber-Durlacher, Judith Salem, Dina Fabian, Alexander Boehm, Andreas Krejovic-Trivic, Sanja Chie, Wei-Chu Taylor, Katherine Simon, Christian Licitra, Lisa Sherman, Allen C. |
author_facet | Singer, Susanne Hammerlid, Eva Tomaszewska, Iwona M. Amdal, Cecilie Delphin Bjordal, Kristin Herlofson, Bente Brokstad Santos, Marcos Silva, Joaquim Castro Mehanna, Hisham Fullerton, Amy Brannan, Christine Gonzalez, Loreto Fernandez Inhestern, Johanna Pinto, Monica Arraras, Juan I. Yarom, Noam Bonomo, Pierluigi Baumann, Ingo Galalae, Razvan Nicolatou-Galitis, Ourania Kiyota, Naomi Raber-Durlacher, Judith Salem, Dina Fabian, Alexander Boehm, Andreas Krejovic-Trivic, Sanja Chie, Wei-Chu Taylor, Katherine Simon, Christian Licitra, Lisa Sherman, Allen C. |
author_sort | Singer, Susanne |
collection | PubMed |
description | PURPOSE: The aim of this study was to explore what methods should be used to determine the minimal important difference (MID) and minimal important change (MIC) in scores for the European Organisation for Research and Treatment of Cancer Head and Neck Cancer Module, the EORTC QLQ-HN43. METHODS: In an international multi-centre study, patients with head and neck cancer completed the EORTC QLQ-HN43 before the onset of treatment (t1), three months after baseline (t2), and six months after baseline (t3). The methods explored for determining the MID were: (1) group comparisons based on performance status; (2) 0.5 and 0.3 standard deviation and standard error of the mean. The methods examined for the MIC were patients' subjective change ratings and receiver-operating characteristics (ROC) curves, predictive modelling, standard deviation, and standard error of the mean. The EORTC QLQ-HN43 Swallowing scale was used to investigate these methods. RESULTS: From 28 hospitals in 18 countries, 503 patients participated. Correlations with the performance status were |r|< 0.4 in 17 out of 19 scales; hence, performance status was regarded as an unsuitable anchor. The ROC approach yielded an implausible MIC and was also discarded. The remaining approaches worked well and delivered MID values ranging from 10 to 14; the MIC for deterioration ranged from 8 to 16 and the MIC for improvement from − 3 to − 14. CONCLUSIONS: For determining MIDs of the remaining scales of the EORTC QLQ-HN43, we will omit comparisons of groups based on the Karnofsky Performance Score. Other external anchors are needed instead. Distribution-based methods worked well and will be applied as a starting strategy for analyses. For the calculation of MICs, subjective change ratings, predictive modelling, and standard-deviation based approaches are suitable methods whereas ROC analyses seem to be inappropriate. SUPPLEMENTARY INFORMATION: The online version of this article (10.1007/s11136-021-02939-6) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-8921167 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer International Publishing |
record_format | MEDLINE/PubMed |
spelling | pubmed-89211672022-03-17 Methodological approach for determining the Minimal Important Difference and Minimal Important Change scores for the European Organisation for Research and Treatment of Cancer Head and Neck Cancer Module (EORTC QLQ-HN43) exemplified by the Swallowing scale Singer, Susanne Hammerlid, Eva Tomaszewska, Iwona M. Amdal, Cecilie Delphin Bjordal, Kristin Herlofson, Bente Brokstad Santos, Marcos Silva, Joaquim Castro Mehanna, Hisham Fullerton, Amy Brannan, Christine Gonzalez, Loreto Fernandez Inhestern, Johanna Pinto, Monica Arraras, Juan I. Yarom, Noam Bonomo, Pierluigi Baumann, Ingo Galalae, Razvan Nicolatou-Galitis, Ourania Kiyota, Naomi Raber-Durlacher, Judith Salem, Dina Fabian, Alexander Boehm, Andreas Krejovic-Trivic, Sanja Chie, Wei-Chu Taylor, Katherine Simon, Christian Licitra, Lisa Sherman, Allen C. Qual Life Res Article PURPOSE: The aim of this study was to explore what methods should be used to determine the minimal important difference (MID) and minimal important change (MIC) in scores for the European Organisation for Research and Treatment of Cancer Head and Neck Cancer Module, the EORTC QLQ-HN43. METHODS: In an international multi-centre study, patients with head and neck cancer completed the EORTC QLQ-HN43 before the onset of treatment (t1), three months after baseline (t2), and six months after baseline (t3). The methods explored for determining the MID were: (1) group comparisons based on performance status; (2) 0.5 and 0.3 standard deviation and standard error of the mean. The methods examined for the MIC were patients' subjective change ratings and receiver-operating characteristics (ROC) curves, predictive modelling, standard deviation, and standard error of the mean. The EORTC QLQ-HN43 Swallowing scale was used to investigate these methods. RESULTS: From 28 hospitals in 18 countries, 503 patients participated. Correlations with the performance status were |r|< 0.4 in 17 out of 19 scales; hence, performance status was regarded as an unsuitable anchor. The ROC approach yielded an implausible MIC and was also discarded. The remaining approaches worked well and delivered MID values ranging from 10 to 14; the MIC for deterioration ranged from 8 to 16 and the MIC for improvement from − 3 to − 14. CONCLUSIONS: For determining MIDs of the remaining scales of the EORTC QLQ-HN43, we will omit comparisons of groups based on the Karnofsky Performance Score. Other external anchors are needed instead. Distribution-based methods worked well and will be applied as a starting strategy for analyses. For the calculation of MICs, subjective change ratings, predictive modelling, and standard-deviation based approaches are suitable methods whereas ROC analyses seem to be inappropriate. SUPPLEMENTARY INFORMATION: The online version of this article (10.1007/s11136-021-02939-6) contains supplementary material, which is available to authorized users. Springer International Publishing 2021-07-16 2022 /pmc/articles/PMC8921167/ /pubmed/34272632 http://dx.doi.org/10.1007/s11136-021-02939-6 Text en © The Author(s) 2021 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 Singer, Susanne Hammerlid, Eva Tomaszewska, Iwona M. Amdal, Cecilie Delphin Bjordal, Kristin Herlofson, Bente Brokstad Santos, Marcos Silva, Joaquim Castro Mehanna, Hisham Fullerton, Amy Brannan, Christine Gonzalez, Loreto Fernandez Inhestern, Johanna Pinto, Monica Arraras, Juan I. Yarom, Noam Bonomo, Pierluigi Baumann, Ingo Galalae, Razvan Nicolatou-Galitis, Ourania Kiyota, Naomi Raber-Durlacher, Judith Salem, Dina Fabian, Alexander Boehm, Andreas Krejovic-Trivic, Sanja Chie, Wei-Chu Taylor, Katherine Simon, Christian Licitra, Lisa Sherman, Allen C. Methodological approach for determining the Minimal Important Difference and Minimal Important Change scores for the European Organisation for Research and Treatment of Cancer Head and Neck Cancer Module (EORTC QLQ-HN43) exemplified by the Swallowing scale |
title | Methodological approach for determining the Minimal Important Difference and Minimal Important Change scores for the European Organisation for Research and Treatment of Cancer Head and Neck Cancer Module (EORTC QLQ-HN43) exemplified by the Swallowing scale |
title_full | Methodological approach for determining the Minimal Important Difference and Minimal Important Change scores for the European Organisation for Research and Treatment of Cancer Head and Neck Cancer Module (EORTC QLQ-HN43) exemplified by the Swallowing scale |
title_fullStr | Methodological approach for determining the Minimal Important Difference and Minimal Important Change scores for the European Organisation for Research and Treatment of Cancer Head and Neck Cancer Module (EORTC QLQ-HN43) exemplified by the Swallowing scale |
title_full_unstemmed | Methodological approach for determining the Minimal Important Difference and Minimal Important Change scores for the European Organisation for Research and Treatment of Cancer Head and Neck Cancer Module (EORTC QLQ-HN43) exemplified by the Swallowing scale |
title_short | Methodological approach for determining the Minimal Important Difference and Minimal Important Change scores for the European Organisation for Research and Treatment of Cancer Head and Neck Cancer Module (EORTC QLQ-HN43) exemplified by the Swallowing scale |
title_sort | methodological approach for determining the minimal important difference and minimal important change scores for the european organisation for research and treatment of cancer head and neck cancer module (eortc qlq-hn43) exemplified by the swallowing scale |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8921167/ https://www.ncbi.nlm.nih.gov/pubmed/34272632 http://dx.doi.org/10.1007/s11136-021-02939-6 |
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