ArticleBMC public health2023
Prevalence, patterns of multimorbidity and associations with health care utilization among middle-aged and older people in China.
Article in BMC public health, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 54 papers, 1 of them a synthesis that pooled it.
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Who cites it
54 citing papers in PubMed, 1 synthesis or guideline pooled it, 68 citations in OpenAlex.
- How to assess multimorbidity: a systematic review.Frontiers in public health · 2025Pooled it
- Multimorbidity and health related quality of life in midlife - a longitudinal study from Northern Finland Birth Cohort 1966.Scandinavian journal of primary health care · 2026Article
- Associations between continuous health examinations and trajectories of comorbidity of chronic disease: Evidence from a nationwide longitudinal study of middle-aged and older adults in China.Global health research and policy · 2026Article
- Inequality in hospital bed supply and utilization across regions and departments: evidence from China.Cost effectiveness and resource allocation : C/E · 2026Article
- Healthcare Indicators in Lithuania: A Descriptive Analysis of Their Contextual Relevance to Health Literacy.Clinics and practice · 2026Article
- Chronic disease comorbidity and its impact on healthcare utilization among older adults in China: a cross-sectional and longitudinal analysis.BMC geriatrics · 2026Article
- Prevalence and determinants of multimorbidity in older Chinese adults: a nationwide cross-sectional study using CLASS data.BMC geriatrics · 2026Article
- Article
- Adverse childhood and adult experiences, intrinsic capacity decline, and subsequent physical-psychological-cognitive multimorbidity: a prospective cohort study from China.The journal of nutrition, health & aging · 2026Article
- Digital technology for older adults with functional disabilities at home: a scoping review.BMC geriatrics · 2026Article
- Article
- Health Shocks and Debt Risk Among Middle-Aged and Elderly Individuals in China: The Mediating Roles of Informal Self-Treatment and Formal Healthcare Utilization.Risk management and healthcare policy · 2026Article
- Research on the influencing factors of using health science popularization short videos on the self-management behavior of older adult patients with chronic diseases.Frontiers in public health · 2026Article
- Article
- Digital health literacy and associated factors among community-dwelling older adults with multimorbidity: a cross-sectional study.Frontiers in public health · 2026Article
- Temperature-related indicators and risk of incident cardiovascular-kidney-metabolic multimorbidity in middle-aged and older adults: a longitudinal cohort study from CHARLS.Frontiers in public health · 2026Article
- The Ripple Effect: A Serial Mediation Analysis of Multimorbidity and Depressive Symptoms Among Women in Midlife in China.International journal of women's health · 2026Article
- Development and validation of a physical activity barrier assessment scale for older patients with chronic diseases.BMC geriatrics · 2025Article
- Association of socioeconomic and lifestyle factors with the prevalence of chronic noncommunicable disease multimorbidity in rural Southwest China: a structural equation modeling approach.Archives of public health = Archives belges de sante publique · 2025Article
- The Future Dynamics of Long-Term Care Pressure in China's Longevity Era: A Prediction Based on the Discrete-Time Markov Model.Healthcare (Basel, Switzerland) · 2025Article
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Authors and funding
7 authors at 2 institutions in 1 country.
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No grant is acknowledged in the PubMed record.
Abstract
backgroundMultimorbidity 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.
methodsThe 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.
resultsAmong 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).
conclusionOur 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.
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