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Effects of multimorbidity patterns and socioeconomic status on catastrophic health expenditure of widowed older adults in China
BACKGROUND: The high multimorbidity and lower socioeconomic status (SES) of older adults, can lead to catastrophic health expenditures (CHEs) for older adults’ households. However, whether widowed older adults will bear such a financial burden has yet to be explored. The aim of this study was to inv...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2023
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10450748/ https://www.ncbi.nlm.nih.gov/pubmed/37637831 http://dx.doi.org/10.3389/fpubh.2023.1188248 |
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author | Wang, Zhen Zeng, Zhi |
author_facet | Wang, Zhen Zeng, Zhi |
author_sort | Wang, Zhen |
collection | PubMed |
description | BACKGROUND: The high multimorbidity and lower socioeconomic status (SES) of older adults, can lead to catastrophic health expenditures (CHEs) for older adults’ households. However, whether widowed older adults will bear such a financial burden has yet to be explored. The aim of this study was to investigate the influence of multimorbidity patterns and SES on CHE in Chinese widowed older adults. METHODS: Data was obtained from the 2018 China Health and Retirement Longitudinal Study (CHARLS). This is a cross-sectional study. A total of 1,721 widowed participants aged 60 years and older were enrolled in the study. Latent class analysis was performed based on 14 self-reported chronic diseases to identify multimorbidity patterns. The logistic model and Tobit model were used to analyze the influence of multimorbidity patterns and SES on the incidence and intensity of CHE, respectively. RESULTS: About 36.72% of widowed older adults generated CHE. The incidence and intensity of CHE were significantly higher in the cardiovascular class and multisystem class than in the minimal disease class in multimorbidity patterns (cardiovascular class, multisystem class, and minimal disease class). Among SES-related indicators (education, occupation and household per capita income), respondents with a middle school and above education level were more likely to generate CHE compared to those who were illiterate. Respondents who were in the unemployed group were more likely to generate CHE compared to agricultural workers. In addition, respondents aged 70–79 years old, geographically located in the east, having other medical insurance, or having fewer family members are more likely to generate CHE and have higher CHE intensity. CONCLUSION: Widowed older adults are at high risk for CHE, especially those in the cardiovascular and multisystem disease classes, and those with low SES. Several mainstream health insurances do not provide significant relief. In addition, attention should be paid to the high-risk characteristics associated with CHE. It is necessary to carry out the popularization of chronic disease knowledge, improve the medical insurance system and medical service level, and provide more policy preferences and social support to widowed older adults. |
format | Online Article Text |
id | pubmed-10450748 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-104507482023-08-26 Effects of multimorbidity patterns and socioeconomic status on catastrophic health expenditure of widowed older adults in China Wang, Zhen Zeng, Zhi Front Public Health Public Health BACKGROUND: The high multimorbidity and lower socioeconomic status (SES) of older adults, can lead to catastrophic health expenditures (CHEs) for older adults’ households. However, whether widowed older adults will bear such a financial burden has yet to be explored. The aim of this study was to investigate the influence of multimorbidity patterns and SES on CHE in Chinese widowed older adults. METHODS: Data was obtained from the 2018 China Health and Retirement Longitudinal Study (CHARLS). This is a cross-sectional study. A total of 1,721 widowed participants aged 60 years and older were enrolled in the study. Latent class analysis was performed based on 14 self-reported chronic diseases to identify multimorbidity patterns. The logistic model and Tobit model were used to analyze the influence of multimorbidity patterns and SES on the incidence and intensity of CHE, respectively. RESULTS: About 36.72% of widowed older adults generated CHE. The incidence and intensity of CHE were significantly higher in the cardiovascular class and multisystem class than in the minimal disease class in multimorbidity patterns (cardiovascular class, multisystem class, and minimal disease class). Among SES-related indicators (education, occupation and household per capita income), respondents with a middle school and above education level were more likely to generate CHE compared to those who were illiterate. Respondents who were in the unemployed group were more likely to generate CHE compared to agricultural workers. In addition, respondents aged 70–79 years old, geographically located in the east, having other medical insurance, or having fewer family members are more likely to generate CHE and have higher CHE intensity. CONCLUSION: Widowed older adults are at high risk for CHE, especially those in the cardiovascular and multisystem disease classes, and those with low SES. Several mainstream health insurances do not provide significant relief. In addition, attention should be paid to the high-risk characteristics associated with CHE. It is necessary to carry out the popularization of chronic disease knowledge, improve the medical insurance system and medical service level, and provide more policy preferences and social support to widowed older adults. Frontiers Media S.A. 2023-08-11 /pmc/articles/PMC10450748/ /pubmed/37637831 http://dx.doi.org/10.3389/fpubh.2023.1188248 Text en Copyright © 2023 Wang and Zeng. 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 Wang, Zhen Zeng, Zhi Effects of multimorbidity patterns and socioeconomic status on catastrophic health expenditure of widowed older adults in China |
title | Effects of multimorbidity patterns and socioeconomic status on catastrophic health expenditure of widowed older adults in China |
title_full | Effects of multimorbidity patterns and socioeconomic status on catastrophic health expenditure of widowed older adults in China |
title_fullStr | Effects of multimorbidity patterns and socioeconomic status on catastrophic health expenditure of widowed older adults in China |
title_full_unstemmed | Effects of multimorbidity patterns and socioeconomic status on catastrophic health expenditure of widowed older adults in China |
title_short | Effects of multimorbidity patterns and socioeconomic status on catastrophic health expenditure of widowed older adults in China |
title_sort | effects of multimorbidity patterns and socioeconomic status on catastrophic health expenditure of widowed older adults in china |
topic | Public Health |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10450748/ https://www.ncbi.nlm.nih.gov/pubmed/37637831 http://dx.doi.org/10.3389/fpubh.2023.1188248 |
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