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Quality of life profiles and their association with clinical and demographic characteristics and physical activity in people with a stoma: a latent profile analysis

PURPOSE: Quality of life can be negatively impacted by the formation of a stoma and is influenced by a number of factors. Research to date treats people with a stoma as a homogenous group based on their quality of life. We attempted to identify subgroups based upon self-reported quality of life and...

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Autores principales: Goodman, William, Downing, Amy, Allsop, Matthew, Munro, Julie, Taylor, Claire, Hubbard, Gill, Beeken, Rebecca J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9250477/
https://www.ncbi.nlm.nih.gov/pubmed/35217962
http://dx.doi.org/10.1007/s11136-022-03102-5
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author Goodman, William
Downing, Amy
Allsop, Matthew
Munro, Julie
Taylor, Claire
Hubbard, Gill
Beeken, Rebecca J.
author_facet Goodman, William
Downing, Amy
Allsop, Matthew
Munro, Julie
Taylor, Claire
Hubbard, Gill
Beeken, Rebecca J.
author_sort Goodman, William
collection PubMed
description PURPOSE: Quality of life can be negatively impacted by the formation of a stoma and is influenced by a number of factors. Research to date treats people with a stoma as a homogenous group based on their quality of life. We attempted to identify subgroups based upon self-reported quality of life and explored variables associated with group membership. METHODS: The present study is a secondary analysis of a cross-sectional sample of 1419 people with a stoma. Participants completed validated questionnaires for quality of life, physical activity and clinical and demographic characteristics. Latent profile analysis was used to identify the optimal number of subgroups (profiles) and multinomial regression modelling was conducted to identify variables associated with profile membership. RESULTS: The analysis revealed 4 distinct profiles of people with a stoma: ‘consistently good quality of life’ [N = 891 (62.8%)], ‘some quality of life concerns’ [N = 184 (13.0%)], ‘low quality of life’ [N = 181 (12.8%)] and ‘financial concerns’ [N = 163 (11.5%)]. Modelling revealed that people with a recent stoma (formed < 2 years previously), who have a hernia and are less physically active were more likely to belong to the ‘low quality of life’ profile. Furthermore, those aged 16–55 were more likely to have financial concerns. CONCLUSION: This study was the first to identify latent profiles within this population and assess whether certain variables are associated with membership. Future research should build upon this to identify additional variables associated with these profiles, which can help to provide the basis for targeting and tailoring future interventions to specific subgroups of people with a stoma. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s11136-022-03102-5.
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spelling pubmed-92504772022-07-04 Quality of life profiles and their association with clinical and demographic characteristics and physical activity in people with a stoma: a latent profile analysis Goodman, William Downing, Amy Allsop, Matthew Munro, Julie Taylor, Claire Hubbard, Gill Beeken, Rebecca J. Qual Life Res Article PURPOSE: Quality of life can be negatively impacted by the formation of a stoma and is influenced by a number of factors. Research to date treats people with a stoma as a homogenous group based on their quality of life. We attempted to identify subgroups based upon self-reported quality of life and explored variables associated with group membership. METHODS: The present study is a secondary analysis of a cross-sectional sample of 1419 people with a stoma. Participants completed validated questionnaires for quality of life, physical activity and clinical and demographic characteristics. Latent profile analysis was used to identify the optimal number of subgroups (profiles) and multinomial regression modelling was conducted to identify variables associated with profile membership. RESULTS: The analysis revealed 4 distinct profiles of people with a stoma: ‘consistently good quality of life’ [N = 891 (62.8%)], ‘some quality of life concerns’ [N = 184 (13.0%)], ‘low quality of life’ [N = 181 (12.8%)] and ‘financial concerns’ [N = 163 (11.5%)]. Modelling revealed that people with a recent stoma (formed < 2 years previously), who have a hernia and are less physically active were more likely to belong to the ‘low quality of life’ profile. Furthermore, those aged 16–55 were more likely to have financial concerns. CONCLUSION: This study was the first to identify latent profiles within this population and assess whether certain variables are associated with membership. Future research should build upon this to identify additional variables associated with these profiles, which can help to provide the basis for targeting and tailoring future interventions to specific subgroups of people with a stoma. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s11136-022-03102-5. Springer International Publishing 2022-02-25 2022 /pmc/articles/PMC9250477/ /pubmed/35217962 http://dx.doi.org/10.1007/s11136-022-03102-5 Text en © The Author(s) 2022 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
Goodman, William
Downing, Amy
Allsop, Matthew
Munro, Julie
Taylor, Claire
Hubbard, Gill
Beeken, Rebecca J.
Quality of life profiles and their association with clinical and demographic characteristics and physical activity in people with a stoma: a latent profile analysis
title Quality of life profiles and their association with clinical and demographic characteristics and physical activity in people with a stoma: a latent profile analysis
title_full Quality of life profiles and their association with clinical and demographic characteristics and physical activity in people with a stoma: a latent profile analysis
title_fullStr Quality of life profiles and their association with clinical and demographic characteristics and physical activity in people with a stoma: a latent profile analysis
title_full_unstemmed Quality of life profiles and their association with clinical and demographic characteristics and physical activity in people with a stoma: a latent profile analysis
title_short Quality of life profiles and their association with clinical and demographic characteristics and physical activity in people with a stoma: a latent profile analysis
title_sort quality of life profiles and their association with clinical and demographic characteristics and physical activity in people with a stoma: a latent profile analysis
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9250477/
https://www.ncbi.nlm.nih.gov/pubmed/35217962
http://dx.doi.org/10.1007/s11136-022-03102-5
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