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Approaching person-centered clinical practice: A cluster analysis of older inpatients utilizing the measurements of intrinsic capacity
BACKGROUND: Maintaining the intrinsic capacity (IC) of older inpatients is a novel view in providing person-centered treatments in clinical practice. Uncertainty remains regarding the primary nature of IC among older hospitalized patients. OBJECTIVES: We aimed to understand the status of IC among ol...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9692078/ https://www.ncbi.nlm.nih.gov/pubmed/36438281 http://dx.doi.org/10.3389/fpubh.2022.1045421 |
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author | Wu, Wenbin Sun, Liang Li, Hong Zhang, Jie Shen, Ji Li, Jing Zhou, Qi |
author_facet | Wu, Wenbin Sun, Liang Li, Hong Zhang, Jie Shen, Ji Li, Jing Zhou, Qi |
author_sort | Wu, Wenbin |
collection | PubMed |
description | BACKGROUND: Maintaining the intrinsic capacity (IC) of older inpatients is a novel view in providing person-centered treatments in clinical practice. Uncertainty remains regarding the primary nature of IC among older hospitalized patients. OBJECTIVES: We aimed to understand the status of IC among older inpatients by a cluster analysis based on IC measurements. METHODS: This is a cross-sectional study conducted in the geriatric department of Beijing Hospital in China. Older inpatients who were older than 60 years and who underwent comprehensive geriatric assessments were included. The inpatients were classified into subgroups based on 13 measurements of IC according to unsupervised methods (K-means cluster analysis and t-SNE). Subgroup differences were investigated for domains of IC, age, sex, frailty, activities of daily living, and falls. RESULTS: A total of 909 inpatients with a mean age of 76.6 years were included. Almost 98% of the inpatients showed IC impairment. Locomotion impairment was the most prevalent problem (91.1%), followed by sensory impairment (61.4%), psychological impairment (57.3%), cognition decline (30.7%), and vitality problem (29.2%). A total of five clusters were obtained by classification: Cluster 1 (56.6% of the participants) showed high IC with fair impairment of locomotion and vision; clusters 2 and 3 (37.8 % of the participants) had additional impairment of sleep in the psychological domain; clusters 4 and 5 (5.6% of the participants) represented a severe loss of all the IC domains; and clusters 1–5 showed a gradual decline in the IC score and were significantly associated with increased age, frailty, decreased activities of daily living, and falls. Significant correlations among the domains were observed; the locomotion domain showed the strongest links to the others in network analysis. CONCLUSIONS: Great declines in IC and disparities between IC domains were found in older inpatients. IC-based primary assessment and classification enabled us to identify the variation of functional abilities among the older inpatients, which is pivotal for designing integrated treatment or care models in clinical practice. |
format | Online Article Text |
id | pubmed-9692078 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-96920782022-11-26 Approaching person-centered clinical practice: A cluster analysis of older inpatients utilizing the measurements of intrinsic capacity Wu, Wenbin Sun, Liang Li, Hong Zhang, Jie Shen, Ji Li, Jing Zhou, Qi Front Public Health Public Health BACKGROUND: Maintaining the intrinsic capacity (IC) of older inpatients is a novel view in providing person-centered treatments in clinical practice. Uncertainty remains regarding the primary nature of IC among older hospitalized patients. OBJECTIVES: We aimed to understand the status of IC among older inpatients by a cluster analysis based on IC measurements. METHODS: This is a cross-sectional study conducted in the geriatric department of Beijing Hospital in China. Older inpatients who were older than 60 years and who underwent comprehensive geriatric assessments were included. The inpatients were classified into subgroups based on 13 measurements of IC according to unsupervised methods (K-means cluster analysis and t-SNE). Subgroup differences were investigated for domains of IC, age, sex, frailty, activities of daily living, and falls. RESULTS: A total of 909 inpatients with a mean age of 76.6 years were included. Almost 98% of the inpatients showed IC impairment. Locomotion impairment was the most prevalent problem (91.1%), followed by sensory impairment (61.4%), psychological impairment (57.3%), cognition decline (30.7%), and vitality problem (29.2%). A total of five clusters were obtained by classification: Cluster 1 (56.6% of the participants) showed high IC with fair impairment of locomotion and vision; clusters 2 and 3 (37.8 % of the participants) had additional impairment of sleep in the psychological domain; clusters 4 and 5 (5.6% of the participants) represented a severe loss of all the IC domains; and clusters 1–5 showed a gradual decline in the IC score and were significantly associated with increased age, frailty, decreased activities of daily living, and falls. Significant correlations among the domains were observed; the locomotion domain showed the strongest links to the others in network analysis. CONCLUSIONS: Great declines in IC and disparities between IC domains were found in older inpatients. IC-based primary assessment and classification enabled us to identify the variation of functional abilities among the older inpatients, which is pivotal for designing integrated treatment or care models in clinical practice. Frontiers Media S.A. 2022-11-11 /pmc/articles/PMC9692078/ /pubmed/36438281 http://dx.doi.org/10.3389/fpubh.2022.1045421 Text en Copyright © 2022 Wu, Sun, Li, Zhang, Shen, Li and Zhou. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Public Health Wu, Wenbin Sun, Liang Li, Hong Zhang, Jie Shen, Ji Li, Jing Zhou, Qi Approaching person-centered clinical practice: A cluster analysis of older inpatients utilizing the measurements of intrinsic capacity |
title | Approaching person-centered clinical practice: A cluster analysis of older inpatients utilizing the measurements of intrinsic capacity |
title_full | Approaching person-centered clinical practice: A cluster analysis of older inpatients utilizing the measurements of intrinsic capacity |
title_fullStr | Approaching person-centered clinical practice: A cluster analysis of older inpatients utilizing the measurements of intrinsic capacity |
title_full_unstemmed | Approaching person-centered clinical practice: A cluster analysis of older inpatients utilizing the measurements of intrinsic capacity |
title_short | Approaching person-centered clinical practice: A cluster analysis of older inpatients utilizing the measurements of intrinsic capacity |
title_sort | approaching person-centered clinical practice: a cluster analysis of older inpatients utilizing the measurements of intrinsic capacity |
topic | Public Health |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9692078/ https://www.ncbi.nlm.nih.gov/pubmed/36438281 http://dx.doi.org/10.3389/fpubh.2022.1045421 |
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