ArticleBMC public health2021
Impacts of multimorbidity on medication treatment, primary healthcare and hospitalization among middle-aged and older adults in China: evidence from a nationwide longitudinal study.
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 26 papers.
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Who cites it
26 citing papers in PubMed.
- Healthcare utilization and chronic condition clusters in multimorbidity patients using weighted k-means: a register-based study in Denmark.Health information science and systems · 2026Article
- Patterns of proactive health behaviours among community-dwelling older adults with multimorbidity: a qualitative study.BMJ open · 2026Article
- Multiple Chronic Conditions and Multimorbidity Among Older Adults in Southern Albania: Distribution and Impact on Care Needs, Medication Adherence, and Quality of Life.Healthcare (Basel, Switzerland) · 2026Article
- Real-world medical and long-term care service utilization patterns among older adults with complex needs in China: a latent class analysis.BMC geriatrics · 2026Article
- Analysis of factors influencing patient delay in tuberculosis patients in Northeast China: surveillance data from 2015 to 2024.BMC infectious diseases · 2026Article
- Engagement of primary care physicians in medication decision-making for patients with multimorbidity in China: A cross-sectional study.PloS one · 2026Article
- Exploration of Perceptions of Deprescribing Practices Among Doctors in a Low- and Middle-Income Country: A Mixed-Methods Study.Basic & clinical pharmacology & toxicology · 2025Article
- Navigating fragmented care: a qualitative study on multimorbidity management challenges in Beijing's tiered healthcare system.BMC primary care · 2025Article
- Effects of Primary Healthcare Quality and Effectiveness on Hospitalization Indicators in Brazil.Journal of market access & health policy · 2025Article
- Article
- Patterns of multimorbidity across obesity severity and fat distribution in Anhui, China: a community-based study.Frontiers in endocrinology · 2025Article
- Multimorbidity and risk of adverse outcomes in the Hertfordshire Cohort Study: does sex matter?Aging clinical and experimental research · 2024Article
- Trends in prevalence of multimorbidity for chronic diseases in China: serial cross-sectional surveys from 2009 to 2018.The journal of nutrition, health & aging · 2024Article
- Application of Machine Learning in Multimorbidity Research: Protocol for a Scoping Review.JMIR research protocols · 2024Article
- Correlational analysis of sarcopenia and multimorbidity among older inpatients.BMC musculoskeletal disorders · 2024Article
- Article
- Multiple cardiovascular risk factor care in 55 low- and middle-income countries: A cross-sectional analysis of nationally-representative, individual-level data from 280,783 adults.PLOS global public health · 2024Article
- Trends in tuberculosis mortality among older adults in China, 2004-2021: a Joinpoint regression and age-period-cohort analysis.Frontiers in public health · 2024Article
- Article
- The Integration of Clinical Decision Support Systems Into Telemedicine for Patients With Multimorbidity in Primary Care Settings: Scoping Review.Journal of medical Internet research · 2023Article
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5 authors.
Funding
Abstract
backgroundMultimorbidity is a significant contributor to inequalities in healthcare and has become a major unaddressed challenge for the health system in China. The aim of this study is to assess the socio-demographic distribution of multimorbidity and the relationships between multimorbidity, primary healthcare, hospitalization and healthcare spending.
methodsWe conducted this nationwide population-based panel data study in China. Study participants included 12,306 residents aged ≥45 years from the China Health and Retirement Longitudinal Study in 2011, 2013 and 2015. Random-effects logistic regression models were applied to estimate the association between multimorbidity and primary healthcare as well as admission to the hospital. We used log-linear regression models to investigate the association between multimorbidity and health spending.
resultsOverall, 46.2% of total interviewees reported multimorbidity. Random-effects logistic regression analyses showed that multimorbidity was associated with a higher likelihood of medication use (Adjusted odds ratio (AOR) =19.19, 95% CI = 17.60, 20.93), health check (AOR = 1.51, 95% CI = 1.43, 1.59), outpatient care (AOR = 2.39, 95% CI = 2.23, 2.56) and admission to hospital (AOR = 2.94, 95% CI = 2.68, 3.21). Log-linear regression models showed that multimorbidity was also positively associated with spending for outpatient care (coefficient = 0.64, 95% CI = 0.59, 0.68) and hospitalization (coefficient = 0.65, 95% CI = 0.60, 0.71).
conclusionsMultimorbidity is associated with higher levels of primary care, hospitalization and greater financial burden to individuals in China. Health systems need to shift from single-disease models to new financing and service delivery models to more effectively manage multimorbidity.
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