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Validation of subscales of the Severe Asthma Questionnaire (SAQ) using exploratory factor analysis (EFA)

BACKGROUND: The Severe Asthma Questionnaire (SAQ) is a health related quality of life (HRQoL) questionnaire validated for use in severe asthma. It is scored using the mean value of 16 items (SAQ score) in addition to a single item global rating of HRQoL (SAQ-global). The aim was to validate clinical...

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Autores principales: Lanario, Joseph W., Hyland, Michael E., Menzies-Gow, Andrew, Mansur, Adel H., Dodd, James W., Fowler, Stephen J., Jones, Rupert C., Masoli, Matthew
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7547484/
https://www.ncbi.nlm.nih.gov/pubmed/33036615
http://dx.doi.org/10.1186/s12955-020-01593-9
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author Lanario, Joseph W.
Hyland, Michael E.
Menzies-Gow, Andrew
Mansur, Adel H.
Dodd, James W.
Fowler, Stephen J.
Jones, Rupert C.
Masoli, Matthew
author_facet Lanario, Joseph W.
Hyland, Michael E.
Menzies-Gow, Andrew
Mansur, Adel H.
Dodd, James W.
Fowler, Stephen J.
Jones, Rupert C.
Masoli, Matthew
author_sort Lanario, Joseph W.
collection PubMed
description BACKGROUND: The Severe Asthma Questionnaire (SAQ) is a health related quality of life (HRQoL) questionnaire validated for use in severe asthma. It is scored using the mean value of 16 items (SAQ score) in addition to a single item global rating of HRQoL (SAQ-global). The aim was to validate clinically relevant subscales using exploratory factor analysis (EFA). METHODS: The SAQ was completed, along with measures of asthma control and EQ5D-5L by patients attending six UK severe asthma centres. Clinical data were included in the analysis. EFA using principal axis factoring and oblimin rotation was used to achieve simple structure of data. RESULTS: 460 patients with severe asthma participated, 65% women, mean age 51 (16–83) years. A three factor solution achieved best fit and showed that the SAQ items formed three distinct but inter-correlated groups of items where items were grouped in a way that was consistent with item content. The three subscales were differentially associated with clinically relevant variables (lung function and mood). Males and females interpreted the question of night disturbance in different ways. CONCLUSIONS: This paper provides a template for best practice in the use of EFA when validating HRQoL subscales. The SAQ can be scored as three subscales with content reflecting three different constructs people with severe asthma use when making judgements about their lives. The subscale ‘My Life’ assesses the impact of severe asthma on different life activities, ‘My Mind’ assesses the perceived emotional impact and ‘My Body’ the impact of extra-pulmonary symptoms and side effects.
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spelling pubmed-75474842020-10-13 Validation of subscales of the Severe Asthma Questionnaire (SAQ) using exploratory factor analysis (EFA) Lanario, Joseph W. Hyland, Michael E. Menzies-Gow, Andrew Mansur, Adel H. Dodd, James W. Fowler, Stephen J. Jones, Rupert C. Masoli, Matthew Health Qual Life Outcomes Research BACKGROUND: The Severe Asthma Questionnaire (SAQ) is a health related quality of life (HRQoL) questionnaire validated for use in severe asthma. It is scored using the mean value of 16 items (SAQ score) in addition to a single item global rating of HRQoL (SAQ-global). The aim was to validate clinically relevant subscales using exploratory factor analysis (EFA). METHODS: The SAQ was completed, along with measures of asthma control and EQ5D-5L by patients attending six UK severe asthma centres. Clinical data were included in the analysis. EFA using principal axis factoring and oblimin rotation was used to achieve simple structure of data. RESULTS: 460 patients with severe asthma participated, 65% women, mean age 51 (16–83) years. A three factor solution achieved best fit and showed that the SAQ items formed three distinct but inter-correlated groups of items where items were grouped in a way that was consistent with item content. The three subscales were differentially associated with clinically relevant variables (lung function and mood). Males and females interpreted the question of night disturbance in different ways. CONCLUSIONS: This paper provides a template for best practice in the use of EFA when validating HRQoL subscales. The SAQ can be scored as three subscales with content reflecting three different constructs people with severe asthma use when making judgements about their lives. The subscale ‘My Life’ assesses the impact of severe asthma on different life activities, ‘My Mind’ assesses the perceived emotional impact and ‘My Body’ the impact of extra-pulmonary symptoms and side effects. BioMed Central 2020-10-09 /pmc/articles/PMC7547484/ /pubmed/33036615 http://dx.doi.org/10.1186/s12955-020-01593-9 Text en © The Author(s) 2020 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/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research
Lanario, Joseph W.
Hyland, Michael E.
Menzies-Gow, Andrew
Mansur, Adel H.
Dodd, James W.
Fowler, Stephen J.
Jones, Rupert C.
Masoli, Matthew
Validation of subscales of the Severe Asthma Questionnaire (SAQ) using exploratory factor analysis (EFA)
title Validation of subscales of the Severe Asthma Questionnaire (SAQ) using exploratory factor analysis (EFA)
title_full Validation of subscales of the Severe Asthma Questionnaire (SAQ) using exploratory factor analysis (EFA)
title_fullStr Validation of subscales of the Severe Asthma Questionnaire (SAQ) using exploratory factor analysis (EFA)
title_full_unstemmed Validation of subscales of the Severe Asthma Questionnaire (SAQ) using exploratory factor analysis (EFA)
title_short Validation of subscales of the Severe Asthma Questionnaire (SAQ) using exploratory factor analysis (EFA)
title_sort validation of subscales of the severe asthma questionnaire (saq) using exploratory factor analysis (efa)
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7547484/
https://www.ncbi.nlm.nih.gov/pubmed/33036615
http://dx.doi.org/10.1186/s12955-020-01593-9
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