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Classification of health needs: a cluster analysis of older adults in urban areas
BACKGROUND: In this study, a cross-sectional survey was used to understand and analyze the health status and health needs of the elderly in the community. The cluster analysis method was used to explore the relationship between health needs items and investigate the commonness among health demand it...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10563358/ https://www.ncbi.nlm.nih.gov/pubmed/37814238 http://dx.doi.org/10.1186/s12877-023-04333-y |
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author | Yang, Liu Zhou, Quan Wang, Congzhi Zhang, Dongmei Yuan, Ting Li, Xiaoping Lei, Yunxiao Zhang, Lin |
author_facet | Yang, Liu Zhou, Quan Wang, Congzhi Zhang, Dongmei Yuan, Ting Li, Xiaoping Lei, Yunxiao Zhang, Lin |
author_sort | Yang, Liu |
collection | PubMed |
description | BACKGROUND: In this study, a cross-sectional survey was used to understand and analyze the health status and health needs of the elderly in the community. The cluster analysis method was used to explore the relationship between health needs items and investigate the commonness among health demand items, to provide a reference for the development of health management of the elderly with chronic diseases. METHODS: We used convenience sampling to recruit the participants (aged 60 and above) from four urban community centers in Jinzhou City, Liaoning Province, China, in this study. This study uses the Medical Outcomes Study(MOS)36-Item Short-Form Health Survey. The self-designed questionnaire includes sociodemographic characteristics, chronic diseases, physical examination conditions, illness in the past two weeks, and a health needs questionnaire. SPSS 18.0 was used for data entry and analysis. Data analysis methods included descriptive statistical analysis, t-test, one-way analysis, cluster analysis, and linear multiple regression analysis. RESULTS: The rate of health needs among the elderly in the community for various health services is 1.3–69.7%, of which the top three are: regular physical examination (69.7%), day Care Center (67.7%), the establishment of a Medical Alert Systems (66.1%). The health needs of the elderly in the community are divided into three categories: basic needs (24 items), health education (13 items), and first aid (2 items). The regression analysis found that the influencing factors of health status were age, revenue and expenditure, medical expenses, health education, basic needs, and first aid. CONCLUSIONS: The community should strengthen the management of chronic diseases of the elderly and the publicity and education of related knowledge, and provide complementary health care services according to the health needs of the elderly, improve the health of the elderly, and improve the quality of life of the elderly. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12877-023-04333-y. |
format | Online Article Text |
id | pubmed-10563358 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-105633582023-10-11 Classification of health needs: a cluster analysis of older adults in urban areas Yang, Liu Zhou, Quan Wang, Congzhi Zhang, Dongmei Yuan, Ting Li, Xiaoping Lei, Yunxiao Zhang, Lin BMC Geriatr Research BACKGROUND: In this study, a cross-sectional survey was used to understand and analyze the health status and health needs of the elderly in the community. The cluster analysis method was used to explore the relationship between health needs items and investigate the commonness among health demand items, to provide a reference for the development of health management of the elderly with chronic diseases. METHODS: We used convenience sampling to recruit the participants (aged 60 and above) from four urban community centers in Jinzhou City, Liaoning Province, China, in this study. This study uses the Medical Outcomes Study(MOS)36-Item Short-Form Health Survey. The self-designed questionnaire includes sociodemographic characteristics, chronic diseases, physical examination conditions, illness in the past two weeks, and a health needs questionnaire. SPSS 18.0 was used for data entry and analysis. Data analysis methods included descriptive statistical analysis, t-test, one-way analysis, cluster analysis, and linear multiple regression analysis. RESULTS: The rate of health needs among the elderly in the community for various health services is 1.3–69.7%, of which the top three are: regular physical examination (69.7%), day Care Center (67.7%), the establishment of a Medical Alert Systems (66.1%). The health needs of the elderly in the community are divided into three categories: basic needs (24 items), health education (13 items), and first aid (2 items). The regression analysis found that the influencing factors of health status were age, revenue and expenditure, medical expenses, health education, basic needs, and first aid. CONCLUSIONS: The community should strengthen the management of chronic diseases of the elderly and the publicity and education of related knowledge, and provide complementary health care services according to the health needs of the elderly, improve the health of the elderly, and improve the quality of life of the elderly. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12877-023-04333-y. BioMed Central 2023-10-09 /pmc/articles/PMC10563358/ /pubmed/37814238 http://dx.doi.org/10.1186/s12877-023-04333-y Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This 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/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://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 Yang, Liu Zhou, Quan Wang, Congzhi Zhang, Dongmei Yuan, Ting Li, Xiaoping Lei, Yunxiao Zhang, Lin Classification of health needs: a cluster analysis of older adults in urban areas |
title | Classification of health needs: a cluster analysis of older adults in urban areas |
title_full | Classification of health needs: a cluster analysis of older adults in urban areas |
title_fullStr | Classification of health needs: a cluster analysis of older adults in urban areas |
title_full_unstemmed | Classification of health needs: a cluster analysis of older adults in urban areas |
title_short | Classification of health needs: a cluster analysis of older adults in urban areas |
title_sort | classification of health needs: a cluster analysis of older adults in urban areas |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10563358/ https://www.ncbi.nlm.nih.gov/pubmed/37814238 http://dx.doi.org/10.1186/s12877-023-04333-y |
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