The Prevalence of Metabolic Disease Multimorbidity and Its Associations With Spending and Health Outcomes in Middle-Aged and Elderly Chinese Adults

Objective: Metabolic diseases have been a clinical challenge worldwide and a major public health issue. Very few studies from China investigated the impact of metabolic multimorbidity on healthcare and health outcomes at the national level. This study aims to examine the association of metabolic mul...

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Main Authors: Yang Zhao (Author), Puhong Zhang (Author), John Tayu Lee (Author), Brian Oldenburg (Author), Alexander van Heusden (Author), Tilahun Nigatu Haregu (Author), Haipeng Wang (Author)
Format: Book
Published: Frontiers Media S.A., 2021-05-01T00:00:00Z.
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042 |a dc 
100 1 0 |a Yang Zhao  |e author 
700 1 0 |a Yang Zhao  |e author 
700 1 0 |a Yang Zhao  |e author 
700 1 0 |a Puhong Zhang  |e author 
700 1 0 |a Puhong Zhang  |e author 
700 1 0 |a John Tayu Lee  |e author 
700 1 0 |a Brian Oldenburg  |e author 
700 1 0 |a Brian Oldenburg  |e author 
700 1 0 |a Alexander van Heusden  |e author 
700 1 0 |a Tilahun Nigatu Haregu  |e author 
700 1 0 |a Tilahun Nigatu Haregu  |e author 
700 1 0 |a Haipeng Wang  |e author 
700 1 0 |a Haipeng Wang  |e author 
245 0 0 |a The Prevalence of Metabolic Disease Multimorbidity and Its Associations With Spending and Health Outcomes in Middle-Aged and Elderly Chinese Adults 
260 |b Frontiers Media S.A.,   |c 2021-05-01T00:00:00Z. 
500 |a 2296-2565 
500 |a 10.3389/fpubh.2021.658706 
520 |a Objective: Metabolic diseases have been a clinical challenge worldwide and a major public health issue. Very few studies from China investigated the impact of metabolic multimorbidity on healthcare and health outcomes at the national level. This study aims to examine the association of metabolic multimorbidity with health service utilization, spending, functional and mental health.Materials and Methods: This is a nationally representative cross-sectional study, utilizing the data from the China Health and Retirement Longitudinal Study in 2015, including 11,377 participants aged 45 years and older. Multivariable regression models were used to assess the association of metabolic multimorbidity with healthcare, out-of-pocket expenditure (OOPE), the activities of daily living (ADL) limitation, the instrumental activities of daily living (IADL) limitation, and depression.Results: Overall, 30.50% of total participants had metabolic multimorbidity in 2015 in China. Compared with single disease, metabolic multimorbidity were associated with the number of outpatient visits [incident rate ratio (IRR) = 1.30, 95% CI = 1.05, 1.62] and days of inpatient care (IRR = 1.52, 95% CI = 1.28, 1.81). Metabolic multimorbidity was positively associated with the OOPE on outpatient care (coefficient = 82.99, 95% CI = 17.70, 148.27) and physical functional difficulties, including ADL limitation (odds ratio = 1.36, 95% CI = 1.18, 1.57).Conclusions: Metabolic multimorbidity is associated with higher levels of health-care service use, greater expenditure for outpatient care, and more difficulties in ADL among Chinese adults. China's health-care systems need to shift from single-disease models to new financing and service delivery models to effectively manage metabolic multimorbidity. 
546 |a EN 
690 |a metabolic disease 
690 |a multimorbidity 
690 |a healthcare spending 
690 |a health outcome 
690 |a Chinese adults 
690 |a Public aspects of medicine 
690 |a RA1-1270 
655 7 |a article  |2 local 
786 0 |n Frontiers in Public Health, Vol 9 (2021) 
787 0 |n https://www.frontiersin.org/articles/10.3389/fpubh.2021.658706/full 
787 0 |n https://doaj.org/toc/2296-2565 
856 4 1 |u https://doaj.org/article/9791aa2fda9a4326a8fca8ab69a1b9a9  |z Connect to this object online.