ArticleBMJ global health2022
Multimorbidity and catastrophic health expenditure among patients with diabetes in China: a nationwide population-based study.
Article in BMJ global health, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 35 papers, 2 of them syntheses that pooled it.
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Who cites it
35 citing papers in PubMed, 2 syntheses or guidelines pooled it, 44 citations in OpenAlex.
- Effects of health insurance on economic burden and health service utilization among people with noncommunicable diseases in low- and middle-income countries: a systematic review.BMC public health · 2026Pooled it
- Understanding variation in catastrophic health expenditure from socio-ecological aspect: a systematic review.BMC public health · 2024Pooled it
- Plan-related inequalities in costs, disease progression and mortality among hypertensive patients in China.Nature communications · 2026Article
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- The impact of family health resources on the economic risk of diseases in rural China: based on a path analysis.BMC public health · 2026Article
- Prevalence and determinants of multimorbidity in older Chinese adults: a nationwide cross-sectional study using CLASS data.BMC geriatrics · 2026Article
- The bidirectional relationships among multimorbidity, depression, and catastrophic health expenditures in middle-aged and older Chinese adults: random-intercept, cross-lagged panel model.BMC public health · 2026Article
- Multimorbidity, health service use, and health insurance by socioeconomic groups in 31 countries: A multi-cohort study.PLoS medicine · 2026Article
- Has volume-based procurement reduced household catastrophic health expenditure in rural patients with chronic disease?-Evidence from CHARLS 2018 and 2020 in China.Health economics review · 2026Article
- Article
- Improving the quality of chronic care through purchasing arrangements in resource-constrained settings: insights from an international Delphi survey.Global health action · 2025Article
- Measurement of catastrophic health expenditures in households with essential hypertension and type 2 diabetes mellitus in cold regions of China.Health economics review · 2025Article
- Out-of-pocket cost and financial catastrophe of patients with cancer: the alarming cost-of-illness in Bangladesh.International journal for equity in health · 2025Article
- Chronic diseases and catastrophic health expenditures in elderly Chinese households: a cohort study.BMC geriatrics · 2025Article
- Article
- Article
- Analysis of the Current Status of Self-Management Behaviors and Factors Affecting Self-Management in Elderly Empty Nesters with Comorbid Hypertension and Type 2 Diabetes Mellitus, a Cross-Sectional Study From the Community.Risk management and healthcare policy · 2025Article
- Influence of lifestyles on physical, psychological, and cognitive co-morbidity among older adults with diabetes in rural area.Frontiers in public health · 2025Article
- Identify unmet needs in diabetes care in Shandong, China: a secondary analysis of a cross-sectional study using cascade of care framework.BMC endocrine disorders · 2024Article
- Heyingwuzi formulation alleviates diabetic retinopathy by promoting mitophagyWorld journal of diabetes · 2024Article
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Authors and funding
3 authors at 2 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
introductionMultimorbidity is common among patients with diabetes and can lead to catastrophic health expenditure (CHE) for their families. This study aims to investigate the prevalence of multimorbidity and CHE among people with diabetes in China, and the association between multimorbidity and CHE and whether this is influenced by socioeconomic status and health insurance type.
methodsA national survey was conducted in China in 2013 that included 8471 people aged ≥18 years who were living with diabetes. The concentration curve and concentration index were used to measure socioeconomic-related inequalities. Factors influencing CHE and the impact of multimorbidity on CHE according to socioeconomic status and health insurance type were examined by logistic regression.
resultsThere were 5524 (65.2%) diabetes patients with multimorbidity. The prevalence of CHE was 56.6%, with a concentration index of -0.030 (95% CI -0.035 to -0.026). For each additional chronic disease, the probability of CHE increased by 39% (OR=1.39, 95% CI 1.31 to 1.47). Factors that were positively associated (p<0.05) with CHE included older age; male sex; lower educational level; being retired, unemployed or jobless; being a non-smoker and non-drinker; having had no physical examination; lower socioeconomic status; being in an impoverished family; and residing in the central or western regions. Among participants with Urban Employee Basic Medical Insurance, Urban Resident Basic Medical Insurance, and New Rural Cooperative Medical Scheme, the probability of CHE increased by 32% (OR=1.32, 95% CI 1.23 to 1.43), 43% (OR=1.43, 95% CI 1.24 to 1.65) and 47% (OR=1.47, 95% CI 1.33 to 1.63), respectively, with each additional chronic disease. The association between multimorbidity and CHE was observed across all health insurance types irrespective of socioeconomic status.
conclusionsMultimorbidity affects about two-thirds of Chinese patients with diabetes. Current health insurance schemes offer limited protection against CHE to patients' families.
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