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Health literacy profiling in persons with psoriasis – A cluster analysis

OBJECTIVE: To explore health literacy (HL) profiles within a cohort of people with psoriasis. A cluster approach identifies groups of individuals that have similar HL profiles. The method unmasks sub‐groups with particular HL strengths, or subgroups with limitations, which require tailored healthcar...

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Autores principales: Larsen, M.H., Hermansen, Å., Borge, C.R., Strumse, Y. Staalesen, Andersen, M.H., Wahl, A.K.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9060070/
https://www.ncbi.nlm.nih.gov/pubmed/35664978
http://dx.doi.org/10.1002/ski2.17
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author Larsen, M.H.
Hermansen, Å.
Borge, C.R.
Strumse, Y. Staalesen
Andersen, M.H.
Wahl, A.K.
author_facet Larsen, M.H.
Hermansen, Å.
Borge, C.R.
Strumse, Y. Staalesen
Andersen, M.H.
Wahl, A.K.
author_sort Larsen, M.H.
collection PubMed
description OBJECTIVE: To explore health literacy (HL) profiles within a cohort of people with psoriasis. A cluster approach identifies groups of individuals that have similar HL profiles. The method unmasks sub‐groups with particular HL strengths, or subgroups with limitations, which require tailored healthcare services to improve. METHODS: A cross‐sectional sample of 792 patients from the Norwegian Climate Helio Therapy Programme in Gran Canaria participated. The HL questionnaire assessed nine HL dimensions. Using Ward's Hierarchical Clustering Method (Stata version 16), we looked for subgroups of patients across the dimensions. We also explored whether these clusters had specific demographic features and associations to outcomes such as psoriasis knowledge, quality of life and self‐management capacity. RESULT: The analysis revealed four unique clusters identifying clinically meaningful subgroups. Two groups stood out as especially interesting. One cluster representing 26.6% of the sample presented severe HL limitations associated with lower psoriasis knowledge, quality of life, self‐management and self‐efficacy. HL domains connected to cooperation with healthcare professionals showed deficient scores. The other cluster included a smaller percentage (7.7%) with high HL compared to the total sample. This cluster was associated with higher self‐management, quality of life and better self‐efficacy. CONCLUSION: The cluster analysis revealed substantial differences in HL profiles within the sample. These results support the importance of a holistic understanding of the HL needs and the vulnerabilities within a psoriasis cohort. Implementing one size fits all approaches, may not be sufficient in psoriasis context to target HL.
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spelling pubmed-90600702022-06-04 Health literacy profiling in persons with psoriasis – A cluster analysis Larsen, M.H. Hermansen, Å. Borge, C.R. Strumse, Y. Staalesen Andersen, M.H. Wahl, A.K. Skin Health Dis Original Articles OBJECTIVE: To explore health literacy (HL) profiles within a cohort of people with psoriasis. A cluster approach identifies groups of individuals that have similar HL profiles. The method unmasks sub‐groups with particular HL strengths, or subgroups with limitations, which require tailored healthcare services to improve. METHODS: A cross‐sectional sample of 792 patients from the Norwegian Climate Helio Therapy Programme in Gran Canaria participated. The HL questionnaire assessed nine HL dimensions. Using Ward's Hierarchical Clustering Method (Stata version 16), we looked for subgroups of patients across the dimensions. We also explored whether these clusters had specific demographic features and associations to outcomes such as psoriasis knowledge, quality of life and self‐management capacity. RESULT: The analysis revealed four unique clusters identifying clinically meaningful subgroups. Two groups stood out as especially interesting. One cluster representing 26.6% of the sample presented severe HL limitations associated with lower psoriasis knowledge, quality of life, self‐management and self‐efficacy. HL domains connected to cooperation with healthcare professionals showed deficient scores. The other cluster included a smaller percentage (7.7%) with high HL compared to the total sample. This cluster was associated with higher self‐management, quality of life and better self‐efficacy. CONCLUSION: The cluster analysis revealed substantial differences in HL profiles within the sample. These results support the importance of a holistic understanding of the HL needs and the vulnerabilities within a psoriasis cohort. Implementing one size fits all approaches, may not be sufficient in psoriasis context to target HL. John Wiley and Sons Inc. 2021-02-18 /pmc/articles/PMC9060070/ /pubmed/35664978 http://dx.doi.org/10.1002/ski2.17 Text en © 2021 The Authors. Skin Health and Disease published by John Wiley & Sons Ltd on behalf of British Association of Dermatologists. https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Original Articles
Larsen, M.H.
Hermansen, Å.
Borge, C.R.
Strumse, Y. Staalesen
Andersen, M.H.
Wahl, A.K.
Health literacy profiling in persons with psoriasis – A cluster analysis
title Health literacy profiling in persons with psoriasis – A cluster analysis
title_full Health literacy profiling in persons with psoriasis – A cluster analysis
title_fullStr Health literacy profiling in persons with psoriasis – A cluster analysis
title_full_unstemmed Health literacy profiling in persons with psoriasis – A cluster analysis
title_short Health literacy profiling in persons with psoriasis – A cluster analysis
title_sort health literacy profiling in persons with psoriasis – a cluster analysis
topic Original Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9060070/
https://www.ncbi.nlm.nih.gov/pubmed/35664978
http://dx.doi.org/10.1002/ski2.17
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