ArticleBMC public health2021
Association between multimorbidity patterns and disability among older people covered by long-term care insurance in Shanghai, China.
Article in BMC public health, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 42 papers, 2 of them syntheses that pooled it.
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Who cites it
42 citing papers in PubMed, 2 syntheses or guidelines pooled it, 64 citations in OpenAlex.
- The prevalence of disability in older adults with multimorbidity: a meta-analysis.Aging clinical and experimental research · 2024Pooled it
- Social determinants of multimorbidity patterns: A systematic review.Frontiers in public health · 2023Pooled it
- Effect of obesity on multi-morbidity among adults in Yili, Xinjiang: a retrospective cohort study.BMJ open · 2026Article
- Effect of Chronic Noncommunicable Diseases Multimorbidity on Functional Disability in Older Adults in Ireland: Evidence From the 2019 Irish Health Survey.Chronic diseases and translational medicine · 2026Article
- Assessment of Factors Associated with Treatment Adherence Among Elderly Patients with Multimorbid Type 2 Diabetes Mellitus Using Lasso-Logistic Regression.Patient preference and adherence · 2026Article
- Identification of Drug-Related Problems and Assessment of Health-Related Quality of Life in Elderly Multimorbid Inpatients with Stroke.Integrated pharmacy research & practice · 2026Article
- Relationship between nutritional status and functional capacity in the elderly of Amirkola City.Journal of education and health promotion · 2026Article
- Cognitive Status Classification Among Older Adults: A Study from SHARE-HCAP.Journal of clinical medicine · 2025Article
- Association between multimorbidity and disability among elderly with chronic obstructive pulmonary disease in Shanghai, China: a cross-sectional study.BMC geriatrics · 2025Article
- Association between multimorbidity patterns and activities of daily living function among older adults in China: a longitudinal population-based cohort study.BMC geriatrics · 2025Article
- Article
- Association between sensory impairment and cardiometabolic multimorbidity among older Chinese adults: a cross-sectional study based on the China Health and Retirement Longitudinal Study.BMC geriatrics · 2025Article
- Exploring patterns of multimorbidity in South Korea using exploratory factor analysis and non negative matrix factorization.Scientific reports · 2025Article
- The association between physical multimorbidity and fall-related injury among adults aged ≥ 50 years from low- and middle-income countries.European journal of ageing · 2025Article
- Article
- Multimorbidity patterns and function among adults in low- and middle-income countries: a scoping review.BMJ open · 2025Article
- New-onset disability risk prediction model for chronic respiratory disease patients: the first longitudinal evidence from CHARLS.Frontiers in medicine · 2025Article
- Validation of the Internal Coherence Scale (ICS) in Healthy Geriatric Individuals and Patients Suffering from Diabetes Mellitus Type 2 and Cancer.Geriatrics (Basel, Switzerland) · 2024Article
- Trends in disability in activities of daily living and instrumental activities of daily living among Chinese older adults from 2011 to 2018.Aging clinical and experimental research · 2024Article
- Learning prevalent patterns of co-morbidities in multichronic patients using population-based healthcare data.Scientific reports · 2024Article
Corrections and comments
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Authors and funding
10 authors at 3 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundFunctional disability and multimorbidity are common among older people. However, little is known about the relationship between functional disability and different multimorbidity combinations. We aimed to identify multimorbidity patterns and explore the associations between these patterns and functional disability.
methodsWe investigated a multi-stage random sample of 1871 participants aged ≥60 years and covered by long-term care insurance in Shanghai, China. Multimorbidity was defined as the simultaneous presence of two or more chronic diseases in an individual. Participants completed scales to assess basic and instrumental activities of daily living (BADL and IADL, respectively). Multimorbidity patterns were identified via exploratory factor analysis. Binary logistic regression models were used to determine adjusted associations between functional disability and number and patterns of multimorbidity.
resultsMultimorbidity was present in 74.3% of participants. The prevalence of BADL disability was 50.7% and that of IADL disability was 90.7%. There was a strong association between multimorbidity and disability. We identified three multimorbidity patterns: musculoskeletal, cardio-metabolic, and mental-degenerative diseases. The cardio-metabolic disease pattern was associated with both BADL (OR 1.28, 95%CI 1.16-1.41) and IADL (OR 1.41, 95%CI 1.19-1.68) disability. The mental-degenerative disease pattern was associated with BADL disability (OR 1.55, 95%CI 1.40-1.72).
conclusionsMultimorbidity and functional disability are highly prevalent among older people covered by long-term care insurance in Shanghai, and distinct multimorbidity patterns are differentially associated with functional disability. Appropriate long-term healthcare and prevention strategies for older people may help reduce multimorbidity, maintain functional ability, and improve health-related quality of life.
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