ArticleInternational journal of environmental research and public health2022
Multimorbidity Patterns and the Disablement Process among Public Long-Term Care Insurance Claimants in the City of Yiwu (Zhejiang Province, China).
Article in International journal of environmental research and public health, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.
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Who cites it
6 citing papers in PubMed, 12 citations in OpenAlex.
- Multimorbidity patterns and cognitive trajectories in older adults: functional, behavioral, and environmental pathways-a longitudinal analysis of CHARLS.Research square · 2026Article
- Multimorbidity patterns and influencing factors in older Chinese adults: a national population-based cross-sectional survey.Journal of global health · 2025Article
- Multimorbidity patterns and function among adults in low- and middle-income countries: a scoping review.BMJ open · 2025Article
- Life expectancy, long-term care demand and dynamic financing mechanism simulation: an empirical study of Zhejiang Pilot, China.BMC health services research · 2024Article
- Typologies of dependency, household characteristics, and disparity in formal and informal care use: analysis of community-dwelling long-term care insurance claimants in an urban municipality of China.International journal for equity in health · 2023Article
- Relationship between person, environmental factors, and activities of daily living performance among physically disabled older adults living at home: a structural equation model.BMC geriatrics · 2023Article
Corrections and comments
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Authors and funding
4 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
This study aimed to identify multimorbidity patterns and explore the disablement process by utilizing the model raised by Verbrugge and Jette as a theoretical framework. This cross-sectional study used public Long-term Care Insurance (LTCI) claimants' assessment data of Yiwu city in Zhejiang Province, China, for 2604 individuals aged 60 years and older, from September through December 2018. Latent Class Analysis (LCA) was conducted using 10 common chronic conditions. Structural Equation Modeling was used to examine the disablement process. The latent classes of multimorbidity patterns were the "coronary atherosclerotic heart disease" class (19.0%), the "lower limb fractures" class (26.4%), and the "other diseases" class (54.6%). The structural model results show that coronary atherosclerotic heart disease had a significant influence on incontinence, but it was not statistically significant in predicting vision impairment and mobility impairment. Lower limb fractures had significant effects on vision impairment, incontinence, and mobility impairment. Vision impairment, incontinence, and mobility impairment had significant effects on physical activities of daily living (ADLs). Our findings suggest that different impairments exist from specific patterns of multimorbidity to physical ADL disability, which may provide insights for researchers and policy makers to develop tailored care and provide support for physically disabled older people.
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