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Healthcare Costs Associated with Complications in Patients with Type 2 Diabetes among 1.85 Million Adults in Beijing, China. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:ijerph18073693. [PMID: 33916217 PMCID: PMC8036594 DOI: 10.3390/ijerph18073693] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/03/2021] [Revised: 03/27/2021] [Accepted: 03/29/2021] [Indexed: 12/29/2022]
Abstract
We aimed to provide reliable regression estimates of expenditures associated with various complications in type 2 diabetics in China. In total, 1,859,039 type 2 diabetes patients with complications were obtained from the Beijing Medical Claim Data for Employees database from 2008 to 2016. We estimated costs for complications using a generalized estimating equation model adjusted for age, sex, and the incidence of various complications. The average total cost for diabetic patients with complications was 17.12 thousand RMB. Prescribed drugs accounted for 63.4% of costs. We observed a significant increase in costs in the first year after the onset of complications. Compared with costs before the incidence of complications, the additional costs per person in the first year and >1 year after the event would be 10,631.16 RMB and 1150.71 RMB for cardiovascular disease, 1017.62 RMB and 653.82 RMB for cerebrovascular disease, and 301.14 RMB and 624.00 RMB for kidney disease, respectively. The estimated coefficients for outpatient visits were relatively lower than those of inpatient visits. Complications in diabetics exert a significant impact on total healthcare costs in the first year of their onset and in subsequent years. Our estimates may assist policymakers in quantifying the economic burden of diabetes complications.
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He X, Zhang Y, Zhou Y, Dong C, Wu J. Direct Medical Costs of Incident Complications in Patients Newly Diagnosed With Type 2 Diabetes in China. Diabetes Ther 2021; 12:275-288. [PMID: 33206365 PMCID: PMC7843809 DOI: 10.1007/s13300-020-00967-y] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/26/2020] [Accepted: 11/04/2020] [Indexed: 01/02/2023] Open
Abstract
INTRODUCTION Reliable country-specific incidence and cost data on diabetes-related complications are essential inputs for the projections of the economic burden of diabetes. The aim of this study was to provide patient-level cost estimates of managing and treating complications in patients newly diagnosed with type 2 diabetes mellitus (T2DM) in China. METHODS Patients newly diagnosed with T2DM in the Tianjin Urban Employee Basic Medical Insurance Claims database between 2008 and 2015 were identified and followed up. The cumulative incidence and descriptive costs of certain macrovascular and microvascular complications were examined. A generalized estimating equations model was used to estimate the immediate- and long-term costs for the incident complication in quarterly intervals, controlling for demographics and the confounding effects of comorbid complications. RESULTS A total of 114,847 newly diagnosed patients were identified (mean age 56.9 years, 45.5% women). After 7 years, 80.8% of the patients at risk had developed nephropathy and 75.7% had developed neuropathy. The immediate additional costs were highest for myocardial infarction during the quarterly interval that the complication first occurred (China yuan [CNY] 19,633), and the long-term costs were highest for stroke in the quarterly intervals of subsequent years (CNY 1087). The expected costs for all complications were calculated and presented as costs per quarterly interval and per year for different age and sex subgroups. CONCLUSIONS Managing complications results in substantial costs to the Chinese healthcare system. Our study contributes towards quantifying the economic burden and supports the parametrization of economic models of diabetes in China.
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Affiliation(s)
- Xiaoning He
- School of Pharmaceutical Science and Technology, Tianjin University, Tianjin, 300072, China
- Center for Social Science Survey and Data, Tianjin University, Tianjin, China
| | - Yawen Zhang
- School of Pharmaceutical Science and Technology, Tianjin University, Tianjin, 300072, China
- Center for Social Science Survey and Data, Tianjin University, Tianjin, China
| | - Yan Zhou
- School of Pharmaceutical Science and Technology, Tianjin University, Tianjin, 300072, China.
- College of Management and Economics, Tianjin University, Tianjin, China.
| | - Chaohui Dong
- School of Pharmaceutical Science and Technology, Tianjin University, Tianjin, 300072, China
| | - Jing Wu
- School of Pharmaceutical Science and Technology, Tianjin University, Tianjin, 300072, China.
- Center for Social Science Survey and Data, Tianjin University, Tianjin, China.
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Alzaid A, Ladrón de Guevara P, Beillat M, Lehner Martin V, Atanasov P. Burden of disease and costs associated with type 2 diabetes in emerging and established markets: systematic review analyses. Expert Rev Pharmacoecon Outcomes Res 2020; 21:785-798. [PMID: 32686530 DOI: 10.1080/14737167.2020.1782748] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Objectives: To estimate the clinical and economic burden of type 2 diabetes (T2D) in established (EST) and emerging markets (EMG).Methods: Three systematic literature reviews were conducted in MEDLINE and Embase to capture all relevant publications reporting 1) the epidemiology of T2D and complications in T2D and 2) the economic burden of T2D and associated complications.Results: In total, 294 studies were included in this analysis. Evidence indicates a high and increasing overall prevalence of T2D globally, ranging up to 23% in EMG markets and 14% in EST markets. Undiagnosed cases were higher in EMG versus EST markets (up to 67% vs 38%), potentially due to a lack of education and disease awareness in certain regions, that could lead to important clinical and economic consequences. Poor glycemic control was associated with the development of several complications (e.g. retinopathy, cardiovascular diseases and nephropathy) that increase the risk of morbidity and mortality. Direct costs were up to 9-fold higher in patients with vs without T2D-related complications.Conclusions: The burden of T2D, related complications and inherent costs are higher in emerging versus established market countries. This review explores potential strategies to reduce costs and enhance outcomes of T2D treatment in developing countries.
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Affiliation(s)
- Aus Alzaid
- Consultant Diabetologist, Riyadh, Saudi Arabia
| | - Patricia Ladrón de Guevara
- Health Economics & Market Access, Health Economics and Market Access, Amaris Consulting, Barcelona, Spain
| | - Maud Beillat
- Global Market Access, Health Economics & Outcomes Research, Servier Global Market Access & HEOR, France
| | | | - Petar Atanasov
- Health Economics & Market Access, Health Economics and Market Access, Amaris Consulting, Barcelona, Spain
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Shah S, Abbas G, Hanif M, Anees-Ur-Rehman, Zaman M, Riaz N, Altaf A, Hassan SU, Saleem U, Shah A. Increased burden of disease and role of health economics: Asia-pacific region. Expert Rev Pharmacoecon Outcomes Res 2019; 19:517-528. [DOI: 10.1080/14737167.2019.1650643] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Affiliation(s)
- Shahid Shah
- Faculty of Pharmaceutical Sciences, Government College University, Faisalabad, Pakistan
| | - Ghulam Abbas
- Faculty of Pharmaceutical Sciences, Government College University, Faisalabad, Pakistan
| | - Muhammad Hanif
- Department of Pharmaceutics, Faculty of Pharmacy, Bahauddin Zakariya University, Multan, Pakistan
| | - Anees-Ur-Rehman
- Department of Clinical Pharmacy, School of Pharmaceutical Sciences, University Sains Penang, Malaysia
| | - Muhammad Zaman
- Faculty of Pharmacy, University of Central Punjab, Lahore, Pakistan
| | - Nabeel Riaz
- Faculty of Pharmaceutical Sciences, Government College University, Faisalabad, Pakistan
| | - Arslan Altaf
- Faculty of Pharmaceutical Sciences, Government College University, Faisalabad, Pakistan
| | - Shams Ul Hassan
- Faculty of Pharmaceutical Sciences, Government College University, Faisalabad, Pakistan
| | - Usman Saleem
- Faculty of Pharmaceutical Sciences, Government College University, Faisalabad, Pakistan
| | - Abid Shah
- Pediatric Medicine Department, Mukhtar Ahmad Sheikh Hospital, Multan, Pakistan
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Mao W, Yip CMW, Chen W. Complications of diabetes in China: health system and economic implications. BMC Public Health 2019; 19:269. [PMID: 30841928 PMCID: PMC6414024 DOI: 10.1186/s12889-019-6569-8] [Citation(s) in RCA: 52] [Impact Index Per Article: 10.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2018] [Accepted: 02/20/2019] [Indexed: 01/19/2023] Open
Abstract
BACKGROUND The prevalence of diabetes and diabetic complications increased alarmingly which also brought heavy burden to patients and health system. METHODS We used mix approaches to summarize evidence from published articles and policy documents on the extent and trends of diabetic complications, potential causes, and awareness and services utilization of diabetes in China. RESULTS The annual direct medical expense per patient varied among different types of complications and increased dramatically with the number of diabetic complication and patients were exposed to great financial risk. The number of health policies and strategies on diabetes and its complications at the national level is limited. Primary and secondary preventions such as health education and early diagnosis are necessary. CONCLUSIONS With an increasingly burden of non-communicable diseases such as diabetes and its complications, efforts should be invested in education, early screening mechanism and patient management programs to improve the primary and secondary prevention of diabetes and its complications. An integrated services delivery system centered on primary level is recommended to promote education, early case-detection and screening, patient management, referral and care-coordination between primary, secondary and tertiary health care providers.
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Affiliation(s)
- Wenhui Mao
- School of Public Health, Fudan University, 138 Yi Xue Yuan Road, P.O. Box 187, Shanghai, 200032 China
- Duke Global Health Institute, Duke University, Rm 209, 310 Trent Drive, Durham, NC 27710 USA
| | - Chi-Man Winnie Yip
- Department of Global Health and Population, Harvard T.H Chan School of Public Health, Harvard University, 665 Huntington Avenue, Building 1 Room 1210C, Boston, MA 02115 USA
| | - Wen Chen
- School of Public Health, Fudan University, 138 Yi Xue Yuan Road, P.O. Box 187, Shanghai, 200032 China
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Wu H, Eggleston KN, Zhong J, Hu R, Wang C, Xie K, Chen Y, Chen X, Yu M. How do type 2 diabetes mellitus (T2DM)-related complications and socioeconomic factors impact direct medical costs? A cross-sectional study in rural Southeast China. BMJ Open 2018; 8:e020647. [PMID: 30389755 PMCID: PMC6224711 DOI: 10.1136/bmjopen-2017-020647] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
OBJECTIVE To evaluate type 2 diabetes mellitus (T2DM)-related direct medical costs by complication type and complication number, and to assess the impacts of complications as well as socioeconomic factors on direct medical costs. DESIGN A cross-sectional study using data from the region's diabetes management system, social security system and death registry system, 2015. SETTING Tongxiang, China. PARTICIPANTS Individuals diagnosed with T2DM in the local diabetes management system, and who had 2015 insurance claims in the social security system. Patients younger than 35 years and patients whose insurance type changed in the year 2015 were excluded. MAIN OUTCOME MEASURES The mean of direct medical costs by complication type and number, and the percentage increase of direct medical costs relative to a reference group, considering complications and socioeconomic factors. RESULTS A total of 19 015 eligible individuals were identified. The total cost of patients with one complication was US$1399 at mean, compared with US$248 for patients without complications. The mean total cost for patients with 2 and 3+ complications was US$1705 and US$2994, respectively. After adjustment for socioeconomic confounders, patients with one complication had, respectively, 83.55% and 38.46% greater total costs for inpatient and outpatient services than did patients without complications. The presence of multiple complications was associated with a significant 44.55% adjusted increase in total outpatient costs, when compared with one complication. Acute complications, diabetic foot, stroke, ischaemic heart disease and diabetic nephropathy were the highest cost complications. Gender, age, education level, insurance type, T2DM duration and mortality were significantly associated with increased expenditures of T2DM. CONCLUSIONS Complications significantly aggravated expenditures on T2DM. Specific kinds of complications and the presence of multiple complications are correlated with much higher expenditures. Proper management and the prevention of related complications are urgently needed to reduce the growing economic burden of diabetes.
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Affiliation(s)
- Haibin Wu
- Department of NCDs Control and Prevention, Zhejiang Provincial Center for Disease Control and Prevention, Hangzhou, China
| | - Karen N Eggleston
- Shorenstein Asia-Pacific Research Center, Stanford University, Stanford, California, USA
| | - Jieming Zhong
- Department of NCDs Control and Prevention, Zhejiang Provincial Center for Disease Control and Prevention, Hangzhou, China
| | - Ruying Hu
- Department of NCDs Control and Prevention, Zhejiang Provincial Center for Disease Control and Prevention, Hangzhou, China
| | - Chunmei Wang
- Tongxiang Center for Disease Control and Prevention, Jiaxing, China
| | - Kaixu Xie
- Tongxiang Center for Disease Control and Prevention, Jiaxing, China
| | - Yiwei Chen
- Department of Economics, Stanford University, Stanford, California, USA
| | - Xiangyu Chen
- Department of NCDs Control and Prevention, Zhejiang Provincial Center for Disease Control and Prevention, Hangzhou, China
| | - Min Yu
- Department of NCDs Control and Prevention, Zhejiang Provincial Center for Disease Control and Prevention, Hangzhou, China
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Zhang P, Lu J, Jing Y, Tang S, Zhu D, Bi Y. Global epidemiology of diabetic foot ulceration: a systematic review and meta-analysis †. Ann Med 2017; 49:106-116. [PMID: 27585063 DOI: 10.1080/07853890.2016.1231932] [Citation(s) in RCA: 816] [Impact Index Per Article: 116.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
Diabetic foot is a severe public health issue, yet rare studies investigated its global epidemiology. Here we performed a systematic review and meta-analysis through searching PubMed, EMBASE, ISI Web of science, and Cochrane database. We found that that global diabetic foot ulcer prevalence was 6.3% (95%CI: 5.4-7.3%), which was higher in males (4.5%, 95%CI: 3.7-5.2%) than in females (3.5%, 95%CI: 2.8-4.2%), and higher in type 2 diabetic patients (6.4%, 95%CI: 4.6-8.1%) than in type 1 diabetics (5.5%, 95%CI: 3.2-7.7%). North America had the highest prevalence (13.0%, 95%CI: 10.0-15.9%), Oceania had the lowest (3.0%, 95% CI: 0.9-5.0%), and the prevalence in Asia, Europe, and Africa were 5.5% (95%CI: 4.6-6.4%), 5.1% (95%CI: 4.1-6.0%), and 7.2% (95%CI: 5.1-9.3%), respectively. Australia has the lowest (1.5%, 95%CI: 0.7-2.4%) and Belgium has the highest prevalence (16.6%, 95%CI: 10.7-22.4%), followed by Canada (14.8%, 95%CI: 9.4-20.1%) and USA (13.0%, 95%CI: 8.3-17.7%). The patients with diabetic foot ulcer were older, had a lower body mass index, longer diabetic duration, and had more hypertension, diabetic retinopathy, and smoking history than patients without diabetic foot ulceration. Our results provide suggestions for policy makers in deciding preventing strategy of diabetic foot ulceration in the future. Key messages Global prevalence of diabetic foot is 6.3% (95%CI: 5.4-7.3%), and the prevalence in North America, Asia, Europe, Africa and Oceania was 13.0% (95%CI: 10.0-15.9%), 5.5% (95%CI: 4.6-6.4%), 5.1% (95%CI: 4.1-6.0%), 7.2% (95%CI: 5.1-9.3%), and 3.0% (95% CI: 0.9-5.0%). Diabetic foot was more prevalent in males than in females, and more prevalent in type 2 diabetic foot patients than in type 1 diabetic foot patients. The patients with diabetic foot were older, had a lower body mass index, longer diabetic duration, and had more hypertension, diabetic retinopathy, and smoking history than patients without diabetic foot.
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Affiliation(s)
- Pengzi Zhang
- a Department of Endocrinology , Nanjing Drum Tower Hospital affiliated to Nanjing University Medical School , Nanjing , China
| | - Jing Lu
- a Department of Endocrinology , Nanjing Drum Tower Hospital affiliated to Nanjing University Medical School , Nanjing , China
| | - Yali Jing
- a Department of Endocrinology , Nanjing Drum Tower Hospital affiliated to Nanjing University Medical School , Nanjing , China
| | - Sunyinyan Tang
- a Department of Endocrinology , Nanjing Drum Tower Hospital affiliated to Nanjing University Medical School , Nanjing , China
| | - Dalong Zhu
- a Department of Endocrinology , Nanjing Drum Tower Hospital affiliated to Nanjing University Medical School , Nanjing , China
| | - Yan Bi
- a Department of Endocrinology , Nanjing Drum Tower Hospital affiliated to Nanjing University Medical School , Nanjing , China
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Brouwer ED, Watkins D, Olson Z, Goett J, Nugent R, Levin C. Provider costs for prevention and treatment of cardiovascular and related conditions in low- and middle-income countries: a systematic review. BMC Public Health 2015; 15:1183. [PMID: 26612044 PMCID: PMC4660724 DOI: 10.1186/s12889-015-2538-z] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2015] [Accepted: 11/23/2015] [Indexed: 01/25/2023] Open
Abstract
BACKGROUND The burden of cardiovascular disease (CVD) and CVD risk conditions is rapidly increasing in low- and middle-income countries, where health systems are generally ill-equipped to manage chronic disease. Policy makers need an understanding of the magnitude and drivers of the costs of cardiovascular disease related conditions to make decisions on how to allocate limited health resources. METHODS We undertook a systematic review of the published literature on provider-incurred costs of treatment for cardiovascular diseases and risk conditions in low- and middle-income countries. Total costs of treatment were inflated to 2012 US dollars for comparability across geographic settings and time periods. RESULTS This systematic review identified 60 articles and 143 unit costs for the following conditions: ischemic heart disease, non-ischemic heart diseases, stroke, heart failure, hypertension, diabetes, and chronic kidney disease. Cost data were most readily available in middle-income countries, especially China, India, Brazil, and South Africa. The most common conditions with cost studies were acute ischemic heart disease, type 2 diabetes mellitus, stroke, and hypertension. CONCLUSIONS Emerging economies are currently providing a base of cost evidence for NCD treatment that may prove useful to policy-makers in low-income countries. Initial steps to publicly finance disease interventions should take account of costs. The gaps and limitations in the current literature include a lack of standardized reporting as well as sparse evidence from low-income countries.
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Affiliation(s)
- Elizabeth D Brouwer
- Disease Control Priorities Network, Department of Global Health, University of Washington, 325 Ninth Avenue, Box 259931, Seattle, WA, 98104, USA.
| | - David Watkins
- Department of Medicine, University of Washington, 325 Ninth Ave, Box 359780, Seattle, WA, 98104, USA.
| | - Zachary Olson
- School of Public Health, University of California Berkeley, 50 University Hall, #7360, Berkeley, CA, 94720-7360, USA.
| | - Jane Goett
- PATH, 2201 Westlake Ave #200, Seattle, WA, 98121, USA.
| | - Rachel Nugent
- Disease Control Priorities Network, Department of Global Health, University of Washington, 325 Ninth Avenue, Box 259931, Seattle, WA, 98104, USA.
| | - Carol Levin
- Disease Control Priorities Network, Department of Global Health, University of Washington, 325 Ninth Avenue, Box 259931, Seattle, WA, 98104, USA.
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