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Prevalence, patterns of multimorbidity and associations with health care utilization among middle-aged and older people in China
BACKGROUND: Multimorbidity has become one of the main challenges in health care system. The association between prevalence, patterns of multimorbidity and health care utilization is less often discussed in China. The purpose of this study is to examine this association among Chinese middle-aged and...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10031889/ https://www.ncbi.nlm.nih.gov/pubmed/36944960 http://dx.doi.org/10.1186/s12889-023-15412-5 |
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author | Zhong, Yaqin Qin, Gang Xi, Hanqing Cai, Duanying Wang, Yanan Wang, Tiantian Gao, Yuexia |
author_facet | Zhong, Yaqin Qin, Gang Xi, Hanqing Cai, Duanying Wang, Yanan Wang, Tiantian Gao, Yuexia |
author_sort | Zhong, Yaqin |
collection | PubMed |
description | BACKGROUND: Multimorbidity has become one of the main challenges in health care system. The association between prevalence, patterns of multimorbidity and health care utilization is less often discussed in China. The purpose of this study is to examine this association among Chinese middle-aged and older adults and take into account different sociodemographic, behavioral and health characteristics. Based on this, implications of current evidence and effective intervention on multimorbidity and health care utilization can be identified and put into practice. METHODS: The wave 4 in 2018 of the China Health and Retirement Longitudinal Study (CHARLS) was used in the study. Multimorbidity was defined as the co-occurrence of two or more chronic medical condition of a list of fourteen chronic diseases in one person. The presence of chronic diseases was assessed through self-report. Health care utilization include whether the respondents received outpatient service last month and inpatient service in the past year. Latent Class Analysis was conducted to identify the clustering pattern of chronic diseases. Logistic regressions were employed to explore the association between prevalence, patterns of multimorbidity and health care utilization. Analyses were weighted using individual sample weights, adjusted for non-response of individual and household. RESULTS: Among 19,559 participants aged 45 and older, 23.10% were aged above 70 years and 52.42% were female. The prevalence of multimorbidity was 56.73%. Four patterns were identified: relatively healthy class, respiratory class, stomach-arthritis class and vascular class. Multimorbid individuals used more outpatient services (OR = 1.89, 95%CI = 1.65–2.17) and more inpatient services (OR = 2.52, 95%CI = 2.22–2.86) compared to their no-multimorbid counterparts. Compared to relatively healthy class, the respondents classified into respiratory class, stomach-arthritis class and vascular class used more outpatient services (OR = 1.90, 95%CI = 1.57–2.30; OR = 2.39, 95%CI = 2.06–2.78; OR = 1.53, 95%CI = 1.32–1.79 respectively) and more inpatient services (OR = 2.19, 95%CI = 1.83–2.62; OR = 2.93, 95%CI = 2.53–3.40; OR = 1.90, 95%CI = 1.65–2.19 respectively). CONCLUSION: Our study provided evidence that multimorbidity is high among Chinese older adults and is associated substantially higher health care utilization in China. Four multimorbidity patters were identified. Policy should prioritize improving the management of individuals with multimorbidity to increase healthcare efficiency. Further research is necessary with special emphasis on the trajectory of multimorbidity and the role of health system in satisfying needs of multimorbid individuals. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12889-023-15412-5. |
format | Online Article Text |
id | pubmed-10031889 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-100318892023-03-23 Prevalence, patterns of multimorbidity and associations with health care utilization among middle-aged and older people in China Zhong, Yaqin Qin, Gang Xi, Hanqing Cai, Duanying Wang, Yanan Wang, Tiantian Gao, Yuexia BMC Public Health Research BACKGROUND: Multimorbidity has become one of the main challenges in health care system. The association between prevalence, patterns of multimorbidity and health care utilization is less often discussed in China. The purpose of this study is to examine this association among Chinese middle-aged and older adults and take into account different sociodemographic, behavioral and health characteristics. Based on this, implications of current evidence and effective intervention on multimorbidity and health care utilization can be identified and put into practice. METHODS: The wave 4 in 2018 of the China Health and Retirement Longitudinal Study (CHARLS) was used in the study. Multimorbidity was defined as the co-occurrence of two or more chronic medical condition of a list of fourteen chronic diseases in one person. The presence of chronic diseases was assessed through self-report. Health care utilization include whether the respondents received outpatient service last month and inpatient service in the past year. Latent Class Analysis was conducted to identify the clustering pattern of chronic diseases. Logistic regressions were employed to explore the association between prevalence, patterns of multimorbidity and health care utilization. Analyses were weighted using individual sample weights, adjusted for non-response of individual and household. RESULTS: Among 19,559 participants aged 45 and older, 23.10% were aged above 70 years and 52.42% were female. The prevalence of multimorbidity was 56.73%. Four patterns were identified: relatively healthy class, respiratory class, stomach-arthritis class and vascular class. Multimorbid individuals used more outpatient services (OR = 1.89, 95%CI = 1.65–2.17) and more inpatient services (OR = 2.52, 95%CI = 2.22–2.86) compared to their no-multimorbid counterparts. Compared to relatively healthy class, the respondents classified into respiratory class, stomach-arthritis class and vascular class used more outpatient services (OR = 1.90, 95%CI = 1.57–2.30; OR = 2.39, 95%CI = 2.06–2.78; OR = 1.53, 95%CI = 1.32–1.79 respectively) and more inpatient services (OR = 2.19, 95%CI = 1.83–2.62; OR = 2.93, 95%CI = 2.53–3.40; OR = 1.90, 95%CI = 1.65–2.19 respectively). CONCLUSION: Our study provided evidence that multimorbidity is high among Chinese older adults and is associated substantially higher health care utilization in China. Four multimorbidity patters were identified. Policy should prioritize improving the management of individuals with multimorbidity to increase healthcare efficiency. Further research is necessary with special emphasis on the trajectory of multimorbidity and the role of health system in satisfying needs of multimorbid individuals. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12889-023-15412-5. BioMed Central 2023-03-21 /pmc/articles/PMC10031889/ /pubmed/36944960 http://dx.doi.org/10.1186/s12889-023-15412-5 Text en © The Author(s) 2023 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/) . 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 Zhong, Yaqin Qin, Gang Xi, Hanqing Cai, Duanying Wang, Yanan Wang, Tiantian Gao, Yuexia Prevalence, patterns of multimorbidity and associations with health care utilization among middle-aged and older people in China |
title | Prevalence, patterns of multimorbidity and associations with health care utilization among middle-aged and older people in China |
title_full | Prevalence, patterns of multimorbidity and associations with health care utilization among middle-aged and older people in China |
title_fullStr | Prevalence, patterns of multimorbidity and associations with health care utilization among middle-aged and older people in China |
title_full_unstemmed | Prevalence, patterns of multimorbidity and associations with health care utilization among middle-aged and older people in China |
title_short | Prevalence, patterns of multimorbidity and associations with health care utilization among middle-aged and older people in China |
title_sort | prevalence, patterns of multimorbidity and associations with health care utilization among middle-aged and older people in china |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10031889/ https://www.ncbi.nlm.nih.gov/pubmed/36944960 http://dx.doi.org/10.1186/s12889-023-15412-5 |
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