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Mayntz SK, Peronard CRF, Søgaard J, Chang AY. The economic burden of diseases in the Nordic countries: A systematic review. Scand J Public Health 2024; 52:234-246. [PMID: 36782401 DOI: 10.1177/14034948231153025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/15/2023]
Abstract
BACKGROUND Economic burden studies can provide insights into the drivers leading to increasing healthcare costs. It can also provide a more holistic view of how diseases impact the welfare of patients and their families. Having concrete estimates of the economic burden across multiple diseases can help policymakers determine which diseases are economically more burdensome. This study aimed to review and summarise comprehensively economic burden studies across multiple diseases in the Nordic countries between 2000 and 2020. METHODS According to the 2020 PRISMA statement, a systematic literature review was conducted in PubMed, CINAHL, Academic Search Premier and Global Health databases using key terms related to the economic burden of any disease in Denmark, Finland, Greenland, Iceland, Norway and Sweden. Grey literature was also reviewed. RESULTS A total of 10,050 potential titles and abstracts were identified and screened, and 254 full-text papers that met the inclusion criteria were evaluated by two independent reviewers. Of these, 119 articles were included in a qualitative synthesis. Twenty-nine had clearly defined comparison groups, thus able to attribute the costs to the disease. Large variations concerning methodology and cost components were noted. Across diseases, the economic burden ranged from EUR 1668 per patient annually for chronic obstructive pulmonary disease to EUR 93,041 for multiple sclerosis. However, estimates varied widely, even within each disease. CONCLUSIONS Our review highlights the need for more comparable economic burden studies. Future studies should focus on applying robust methodology and homogeneous cost-reporting methods to inform policymakers about which diseases are economically more burdensome.
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Affiliation(s)
| | | | - Jes Søgaard
- The Interdisciplinary Center on Population Dynamics, University of Southern Denmark, Denmark
| | - Angela Y Chang
- Department of Clinical Research, University of Southern Denmark, Denmark
- The Interdisciplinary Center on Population Dynamics, University of Southern Denmark, Denmark
- Danish Institute for Advanced Study, University of Southern Denmark, Denmark
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Vas P, Chockalingam N. Improving Physical, Physiological, and Psychological Health Outcomes in Patients with Diabetic Foot Ulcers - State of the Art. Clin Cosmet Investig Dermatol 2023; 16:3547-3560. [PMID: 38107668 PMCID: PMC10725647 DOI: 10.2147/ccid.s333660] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2023] [Accepted: 11/30/2023] [Indexed: 12/19/2023]
Abstract
Diabetic foot disease is a complex and challenging complication of diabetes mellitus, which imposes a significant burden of disease on patients, their carers, and the wider health systems. Recurrence rates are high, and current evidence indicates a high mortality associated with it. While management algorithms have primarily focused on the physical aspects of healing, there is increasing recognition of the critical role played by psychological and biomechanical factors in the development and resolution of diabetic foot disease. Therefore, in this paper, we aim to explore how diabetic foot outcomes can be improved by addressing not only the physical but also the psychological and biomechanical aspects that are integral to the development of this condition and its optimal resolution. We explore new technologies that allow for non-invasive objective assessment of the diabetic foot at risk, and we also explore the role of understanding biomechanics, which is essential to determining risk of foot disease, but also the potential for recurrence. In addition, we discuss the evidence linking depression and cognitive impairment to diabetic foot disease and offer our insight on the research direction required before implementing novel information into front-line clinics.
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Affiliation(s)
- Prashanth Vas
- Department of Diabetes and Diabetic Foot, King’s College Hospital NHS Foundation Trust, London, UK
- Centre for Biomechanics and Rehabilitation Technologies, Staffordshire University, Stoke on Trent, UK
- Department of Diabetes and Endocrinology, Guy’s and St Thomas’ Hospitals NHS Foundation Trust, London, UK
| | - Nachiappan Chockalingam
- Centre for Biomechanics and Rehabilitation Technologies, Staffordshire University, Stoke on Trent, UK
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Andersson S, Scandurra I, Nyström U, Varemo M, Hellstrand Tang U. Experiences of a Novel Structured Foot Examination Form for Patients With Diabetes From the Perspective of Health Care Professionals: Qualitative Study. JMIR Nurs 2023; 6:e45501. [PMID: 37463012 PMCID: PMC10488031 DOI: 10.2196/45501] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2023] [Accepted: 06/07/2023] [Indexed: 07/21/2023] Open
Abstract
BACKGROUND Diabetes is a growing threat to public health, and secondary diseases like foot complications are common. Foot ulcers affect the individual's quality of life and are a great cost to society. Regular foot examinations prevent foot ulcers and are a recommended approach both in Sweden and worldwide. Despite existing guidelines, there are differences in the execution of the foot examination, which results in care inequality. A structured foot examination form based on current guidelines was developed in this study as the first step toward digitalized support in the daily routine, and was validated by diabetes health care professionals. OBJECTIVE The study aimed to validate a structured foot examination form by assessing health care professionals' experiences of working with it "foot side" when examining patients with diabetes. METHODS Semistructured interviews were held in a focus group and individually with 8 informants from different diabetes professions, who were interviewed regarding their experiences of working with the form in clinical practice. The users' data were analyzed inductively using qualitative content analysis. The study is part of a larger project entitled "Optimised care of persons with diabetes and foot complications," with Västra Götaland Region as the responsible health care authority, where the results will be further developed. RESULTS Experiences of working with the form were that it simplified the foot examination by giving it an overview and a clear structure. Using the form made differences in work routines between individuals apparent. It was believed that implementing the form routinely would contribute to a more uniform execution. When patients had foot ulcers, the risk categories (established in guidelines) were perceived as contradictory. For example, there was uncertainty about the definition of chronic ulcers and callosities. The expectations were that the future digital format would simplify documentation and elucidate the foot examination, as well as contribute to the accessibility of updated and relevant data for all individuals concerned. CONCLUSIONS The foot examination form works well as a support tool during preventive foot examination, creates a basis for decision-making, and could contribute to a uniform and safer foot examination with more care equality in agreement with current guidelines. TRIAL REGISTRATION ClinicalTrials.gov NCT05692778; https://clinicaltrials.gov/ct2/show/NCT05692778.
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Affiliation(s)
| | - Isabella Scandurra
- Centre of Empirical Research in Information Systems, Örebro University, Örebro, Sweden
| | - Ulrika Nyström
- Health Centre Dagson Uddevalla, Primary Care Västra Götalandsregionen and Municipal Care, Trollhättan, Sweden
| | - Marika Varemo
- Department of Medicine, Northern Älvsborg County Hospital, Trollhättan, Sweden
| | - Ulla Hellstrand Tang
- Department of Prosthetics and Orthotics, Sahlgrenska University Hospital, Gothenburg, Sweden
- Department of Orthopedics, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
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Gülümsek E, Keşkek ŞÖ. Direct medical cost of nephropathy in patients with type 2 diabetes. Int Urol Nephrol 2021; 54:1383-1389. [PMID: 34661824 DOI: 10.1007/s11255-021-03012-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2021] [Accepted: 10/04/2021] [Indexed: 10/20/2022]
Abstract
INTRODUCTION Although it is known in the literature that the medical cost due to the complications of diabetes mellitus (DM) is high, data about the effect of diabetic kidney disease (DKD) on medical cost are limited. AIMS The aim of this study is to investigate the cost of hospitalized patients with nephropathy due to type 2 DM, the parameters closely related to this cost and the effect of diabetic nephropathy stage on medical hospitalization costs. METHODS The study group consisted of 141 patients with DKD, and the control group consisted of 111 patients with DM without chronic complications in this retrospective study. The demographic characteristics, duration of diabetes and HbA1c values of the patients were recorded at the time of their first hospitalization, medical hospitalization costs, and the length of stay in hospital were recorded for a year from the date of hospitalization. The total medical hospitalization costs of the patients were divided into two groups as cost of medications and supplies and service cost. Patients with DKD were compared according to their dialysis status and nephropathy stages. RESULTS While the average cost of a patient with DKD was 603 (283-1267) United States Dollars (USD), the average cost of a DM patient without complications was 222 (141-292) USD (p < 0.05). It was observed that the patients with DKD had higher medical hospitalization costs and length of stay in hospital compared to patients with diabetes without complications. In addition, it was observed that the medical hospitalization costs and the length of stay in hospital were significantly higher in patients undergoing dialysis than patients who did not undergo dialysis (p < 0.05 for each). An independent relation was found between average cost and duration of diabetes in patients with DKD (p < 0.05). No relation was found between diabetic nephropathy stage and medical hospitalization costs (p > 0.05 for each). CONCLUSION The estimated cost of treatment of DKD is higher than patients with uncomplicated diabetes. If preventive measures are not taken for DKD, it will continue to be a heavy economic burden.
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Affiliation(s)
- Erdinç Gülümsek
- Department of Internal Medicine, Ministry of Health, Adana City Training and Research Hospital, Adana, Turkey
| | - Şakir Özgür Keşkek
- Department of Internal Medicine, Ministry of Health, Adana City Training and Research Hospital, Adana, Turkey.
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Guo L, Zheng J, Pan Q, Zhang Q, Zhou Y, Wang W, Zhang L, Tesfaye S, Zhang J. Changes in Direct Medical Cost and Medications for Managing Diabetes in Beijing, China, 2016 to 2018: Electronic Insurance Data Analysis. Ann Fam Med 2021; 19:332-341. [PMID: 34264834 PMCID: PMC8282298 DOI: 10.1370/afm.2686] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/08/2020] [Revised: 12/24/2020] [Accepted: 01/05/2021] [Indexed: 11/09/2022] Open
Abstract
PURPOSE Although the cost and complexity of managing diabetes is increasing around the world, placing greater burden on patients and their families, the cost of drug regimens prescribed to Chinese patients has not been evaluated. This study was conducted to evaluate the temporal changes in the costs and drugs used for people with diabetes. METHODS Patients enrolled in Beijing Medical Insurance with outpatient medical records from 2016 through 2018 were included in this study. The outcomes of interest were: (1) the number of outpatient medications, (2) the number of comorbidities diagnosed, (3) the estimated annual cost of the outpatient drug regimen, (4) the drug therapy strategies used for diabetic patients, and (5) the most commonly prescribed classes of drugs. RESULTS Over the 3-year period, there was a significant decrease (9.0%, P <.001) in the average number of diabetes medications used. Both antiglycemic and non-antiglycemic drug use decreased by 3.6% and 12.9%, respectively. Similarly, for estimated annual costs of medication, an 18.4% (P <.05) decrease was observed, with a gradual decreased from ¥6,868 ($1,059) in 2016 to ¥5,605 ($865) in 2018. CONCLUSION This is the first large-scale cost analysis of the medical management of diabetes since the implementation of medical insurance in China. Despite the increasing availability of newer, more expensive diabetes drugs, there was a significant reduction in the number of diabetes medications used, that may be due to a more rational approach to optimizing metabolic targets.
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Affiliation(s)
- Lixin Guo
- Department of Endocrinology, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, PR China
| | - Jie Zheng
- Beijing Municipal Medical Insurance Bureau, Beijing, PR China
| | - Qi Pan
- Department of Endocrinology, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, PR China
| | - Qun Zhang
- Department of Medical Insurance, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, PR China
| | - Yan Zhou
- Department of Endocrinology, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, PR China
| | - Weihao Wang
- Department of Endocrinology, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, PR China
| | - Lina Zhang
- Department of Endocrinology, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, PR China
| | - Solomon Tesfaye
- Diabetes Research Unit, Sheffield Teaching Hospitals, Sheffield, United Kingdom
| | - Jie Zhang
- Department of Endocrinology, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, PR China
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Meng J, Bai Z, Huang W, Liu Y, Wang P, Nie S, Huang X. Polysaccharide from white kidney bean can improve hyperglycemia and hyperlipidemia in diabetic rats. ACTA ACUST UNITED AC 2020. [DOI: 10.1016/j.bcdf.2020.100222] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
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Chen HY, Kuo S, Su PF, Wu JS, Ou HT. Health Care Costs Associated With Macrovascular, Microvascular, and Metabolic Complications of Type 2 Diabetes Across Time: Estimates From a Population-Based Cohort of More Than 0.8 Million Individuals With Up to 15 Years of Follow-up. Diabetes Care 2020; 43:1732-1740. [PMID: 32444454 PMCID: PMC7372047 DOI: 10.2337/dc20-0072] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/09/2020] [Accepted: 04/20/2020] [Indexed: 02/06/2023]
Abstract
OBJECTIVE Developing country-specific unit-cost catalogs is a key area for advancing economic research to improve medical and policy decisions. However, little is known about how health care costs vary by type 2 diabetes (T2D) complications across time in Asian countries. We sought to quantify the economic burden of various T2D complications in Taiwan. RESEARCH DESIGN AND METHODS A nationwide, population-based, longitudinal study was conducted to analyze 802,429 adults with newly diagnosed T2D identified during 1999-2010 and followed up until death or 31 December 2013. Annual health care costs associated with T2D complications were estimated, with multivariable generalized estimating equation models adjusted for individual characteristics. RESULTS The mean annual health care cost was $281 and $298 (2017 U.S. dollars) for a male and female, respectively, diagnosed with T2D at age <50 years, with diabetes duration of <5 years, and without comorbidities, antidiabetic treatments, and complications. Depression was the costliest comorbidity, increasing costs by 64-82%. Antidiabetic treatments increased costs by 72-126%. For nonfatal complications, costs increased from 36% (retinopathy) to 202% (stroke) in the event year and from 13% (retinopathy or neuropathy) to 49% (heart failure) in subsequent years. Costs for the five leading costly nonfatal subtype complications increased by 201-599% (end-stage renal disease with dialysis), 37-376% (hemorrhagic/ischemic stroke), and 13-279% (upper-/lower-extremity amputation). For fatal complications, costs increased by 1,784-2,001% and 1,285-1,584% for cardiovascular and other-cause deaths, respectively. CONCLUSIONS The cost estimates from this study are crucial for parameterizing diabetes economic simulation models to quantify the economic impact of clinical outcomes and determine cost-effective interventions.
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Affiliation(s)
- Hsuan-Ying Chen
- Institute of Clinical Pharmacy and Pharmaceutical Sciences, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Shihchen Kuo
- Division of Metabolism, Endocrinology and Diabetes, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, MI
| | - Pei-Fang Su
- Department of Statistics, College of Management, National Cheng Kung University, Tainan, Taiwan
| | - Jin-Shang Wu
- Department of Family Medicine, College of Medicine, National Cheng Kung University, Tainan, Taiwan
- Department of Family Medicine, National Cheng Kung University Hospital, Tainan, Taiwan
- Division of Family Medicine, National Cheng Kung University Hospital, Dou-Liu Branch, Douliu, Taiwan
| | - Huang-Tz Ou
- Institute of Clinical Pharmacy and Pharmaceutical Sciences, College of Medicine, National Cheng Kung University, Tainan, Taiwan
- Department of Pharmacy, College of Medicine, National Cheng Kung University, Tainan, Taiwan
- Department of Pharmacy, National Cheng Kung University Hospital, Tainan, Taiwan
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Bernfort L, Husberg M, Wiréhn AB, Rosenqvist U, Gustavsson S, Karlsdotter K, Levin LÅ. Disease Burden and Healthcare Costs for T2D Patients With and Without Established Cardiovascular Disease in Sweden: A Retrospective Cohort Study. Diabetes Ther 2020; 11:1537-1549. [PMID: 32468515 PMCID: PMC7324443 DOI: 10.1007/s13300-020-00840-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/20/2020] [Indexed: 01/24/2023] Open
Abstract
INTRODUCTION Type 2 diabetes (T2D) is a complex chronic disease with an increasing prevalence worldwide. It is commonly associated with complications, such as cardiovascular disease (CVD). Patients with both T2D and established CVD are exposed to increased risk of further cardiovascular events, which means increased healthcare costs and impairments to quality of life and survival. To determine the added burden of CVD for T2D patients, we have analyzed the consumption and costs of healthcare and mortality in two T2D patient cohorts, with and without established CVD, respectively, during a 5-year follow-up in a Swedish region. METHODS Patients with T2D on 1 January 2012 were identified using the administrative database of Region Östergötland and the Swedish National Diabetes Register. Established CVD was defined as the presence of a CVD-related healthcare visit in the period 2002-2011. Identified T2D patients were then followed retrospectively for 5 years (2012-2016) and data collected on utilization of healthcare resources, healthcare costs, and survival. Data pertinent to the study were retrieved from regional databases and national registries. RESULTS On the index date (1 January 2012) there were 19,731 patients with T2D (prevalence 4.5%) in Region Östergötland, of whom 5490 had established CVD. Those patients with established CVD were older, more often men, and had longer diabetes duration and worse kidney function than those without. Compared to T2D patients without CVD, those with CVD had a significantly higher healthcare consumption, experienced higher costs, and had lower survival during the follow-up. CONCLUSION This study confirms that established CVD is common among patients with T2D (approximately 30%). Established CVD has negative effects on the utilization of healthcare resources, healthcare costs, and mortality. It is therefore very important to improve the treatment strategy of this patient group.
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Affiliation(s)
- Lars Bernfort
- Department of Health, Medicine and Caring Sciences, Linköping University, Linköping, Sweden.
| | - Magnus Husberg
- Department of Health, Medicine and Caring Sciences, Linköping University, Linköping, Sweden
| | - Ann-Britt Wiréhn
- Department of Health, Medicine and Caring Sciences, Linköping University, Linköping, Sweden
- Research and Development Unit, Region Östergötland, Linköping, Sweden
| | - Ulf Rosenqvist
- Department of Internal Medicine, Motala Hospital, Motala, Sweden
| | | | | | - Lars-Åke Levin
- Department of Health, Medicine and Caring Sciences, Linköping University, Linköping, Sweden
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Top M, Aslan H, Akyürek ÇE, Aslan EÇ. Costs analysis of diabetes mellitus: A study based on hospital invoices and diagnosis related groups. Health Policy and Technology 2020; 9:23-31. [DOI: 10.1016/j.hlpt.2020.01.005] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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Salman RA, AlSayyad AS, Ludwig C. Type 2 diabetes and healthcare resource utilisation in the Kingdom of Bahrain. BMC Health Serv Res 2019; 19:939. [PMID: 31805932 PMCID: PMC6896470 DOI: 10.1186/s12913-019-4795-5] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2019] [Accepted: 11/29/2019] [Indexed: 12/30/2022] Open
Abstract
Background Type 2 diabetes is a growing health challenge in the Kingdom of Bahrain, and the disease exerts significant pressure on the healthcare system. The aim of this study was to assess the annual costs and understand the drivers of those costs in the country. Methods A sample of 628 patients diagnosed with type 2 diabetes were randomly selected from primary healthcare diabetes clinics, and the direct medical and indirect costs due to type 2 diabetes were analysed for a one-year period. The study used patients’ medical records, interviews and standardised frequency questionnaires to obtain data on demographic and clinical characteristics, complication status, treatment profile, healthcare resource utilisation and absenteeism due to diabetes. The indirect costs were estimated by using the human capital approach. The direct medical and indirect costs attributable to type 2 diabetes were extrapolated to the type 2 diabetes population in Bahrain. Results In 2015, the total direct medical cost of type 2 diabetes was 104.7 million Bahraini dinars (BHD), or 277.9 million US dollars (USD), and the average unit cost per person with type 2 diabetes (1162 BHD, or 3084 USD) was more than three times higher than for a person without the condition (372 BHD, or 987 USD). The healthcare costs for patients with both micro- and macrovascular complications were more than three times higher than for patients without complications. Thus, 9% of the patients consumed 21% of the treatment costs due to complications. Complications often lead to hospital admission, and 20% of the patients consumed almost 60% of the healthcare costs attributable to type 2 diabetes due to hospital admissions. The indirect cost due to absenteeism was 1.23 million BHD (3.26 million USD). Conclusion Type 2 diabetes exerts significant pressure on Bahrain’s healthcare system – primarily due to costly diabetes-related complications. It is therefore important to optimise the management and control of type 2 diabetes, thereby reducing the risk of disabling and expensive complications.
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Alomar MJ, Al-Ansari KR, Hassan NA. Comparison of awareness of diabetes mellitus type II with treatment’s outcome in term of direct cost in a hospital in Saudi Arabia. World J Diabetes 2019; 10:463-472. [PMID: 31523382 PMCID: PMC6715573 DOI: 10.4239/wjd.v10.i8.463] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/01/2019] [Revised: 06/08/2019] [Accepted: 07/20/2019] [Indexed: 02/05/2023] Open
Abstract
BACKGROUND Saudi Arabia is among the top 10 countries with the highest prevalence of diabetes. Cost of prevention and the indirect cost must be calculated to increase the awareness of society and to emphasize disease prevention and limit further complications.
AIM To understand the importance of awareness and the impact on the expenditure of diabetes mellitus and treatments outcomes.
METHODS A prospective descriptive and comparative survey was carried out among patients with diabetes mellitus in Saudi Arabia.
RESULTS One hundred and one participants were included in the study of which 40% were female and one third were above the age of 50. The mean of the first HbA1c reading was 6.95, and the median was 7. The mean of the second reading of HbA1c was 7.26, and the median was 7. The mean body mass index was 32.1, and the median was 30.9. The average yearly cost of the medication was 995.14 SR. Comparing participants who think that a healthy low-sugar diet can affect blood sugar with those who do not, showed a statistically significant difference when cost was considered (P value = 0.03). Also, when comparing the group of participants who know when to take their oral hyperglycemic medicine and their yearly direct cost and those who do not know when to take it, by using independent sample T test, showed significant statistical difference (P value = 0.046).
CONCLUSION It is essential for the governments to invest in ways to prevent and help in the early detection of such an expensive disease by performing national screening and education programs. Many pharmaco-economic studies can be done to help the decision-maker in our hospitals think about strategies to help the patient to be physically fit by offering gymnasium or places to walk or contract.
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Affiliation(s)
- Muaed Jamal Alomar
- Clinical Pharmacy Department, College of Pharmacy and Health Sciences, Ajman University, Ajman, United Arab Emirates
| | - Khadeja Rashed Al-Ansari
- Clinical Pharmacy Department, College of Pharmacy and Health Sciences, Ajman University, Ajman, United Arab Emirates
| | - Najeeb A Hassan
- Clinical Pharmacy Department, College of Pharmacy and Health Sciences, Ajman University, Ajman, United Arab Emirates
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Li X, Xu Z, Ji L, Guo L, Liu J, Feng K, Xu Y, Zhu D, Jia W, Ran X, Chen L, Zhao S, Shi B, Zhu J, Shan Z, Zhou Z, Zeng L, Weng J. Direct medical costs for patients with type 2 diabetes in 16 tertiary hospitals in urban China: A multicenter prospective cohort study. J Diabetes Investig 2019; 10:539-551. [PMID: 30079578 PMCID: PMC6400170 DOI: 10.1111/jdi.12905] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/05/2017] [Revised: 07/25/2018] [Accepted: 08/01/2018] [Indexed: 02/05/2023] Open
Abstract
AIMS/INTRODUCTION To investigate the direct medical costs for patients with type 2 diabetes in China and to examine the influencing factors. MATERIALS AND METHODS In the present multicenter study, 1,070 patients with type 2 diabetes from 16 tertiary hospitals in 14 major cities of China were enrolled. Patient data and direct medical costs were collected during a follow-up period of 6 months at intervals of 1 month. The log-transformed direct medical costs were fitted by a generalized estimation equation to indicator variables for demographics, metabolic control, treatments, complications and comorbidities. RESULTS Data of 871 participants were included in the analysis. The mean annual total direct medical costs and outpatient medical costs were $1,990.20 and $1,687.20 respectively. The average costs per inpatient per admission were $2,127.10. The share of out-of-pocket for total medical costs, outpatient costs and cost per inpatient per admission were 45.4, 46.3 and 26.0% respectively. Independent determinants of total medical costs were diabetes duration, dyslipidemia and diabetic complications, such as neuropathy and nephropathy, as well as diabetes treatment, such as the use of glucagon-like peptide-1 receptor agonists. Costs showed prominent variation across centers. CONCLUSIONS Diabetes is imposing a growing economic burden in patients with type 2 diabetes in China. Diabetes-related complications and comorbidities have a great impact on the medical costs. As different health policies, economic development and regional health inequalities also have an important influence on the direct medical cost, healthcare reform needs to optimize resource allocation in health service delivery systems, and provide more equitable and affordable healthcare.
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Affiliation(s)
- Xiang Li
- Diabetes CenterDepartment of EndocrinologyThe 306th Hospital of PLABeijingChina
| | - Zhangrong Xu
- Diabetes CenterDepartment of EndocrinologyThe 306th Hospital of PLABeijingChina
| | - Linong Ji
- Department of Endocrine and MetabolismPeking University People's HospitalBeijingChina
| | - Lixin Guo
- Department of EndocrinologyBeijing HospitalBeijingChina
| | - Jing Liu
- Department of EndocrinologyGansu Provincial HospitalLanzhouChina
| | - Kun Feng
- Department of EndocrinologyHeilongjiang Provincial HospitalHarbinChina
| | - Yushan Xu
- Department of EndocrinologyFirst Affiliated Hospital of Kumming Medical UniversityKunmingChina
| | - Dalong Zhu
- Department of EndocrinologyNanjing Drum Tower HospitalThe Affiliated Hospital of Nanjing University Medical SchoolNanjingChina
| | - Weiping Jia
- Department of EndocrinologyShanghai Jiao Tong UniversityAffiliated Sixth People's HospitalShanghaiChina
| | - XinWu Ran
- Department of Endocrinology and MetabolismWest China HospitalSichuan UniversityChengduChina
| | - Limin Chen
- Key Laboratory of Hormones and Development (Ministry of Health)Tianjin Key Laboratory of Metabolic Diseases HospitalTianjin Medical UniversityTianjinChina
| | - Shi Zhao
- Department of EndocrinologyThe Central Hospital of Wuhan Tongji Medical CollegeHuazhong University of Science & TechnologyWuhanChina
| | - Bingying Shi
- Department of EndocrinologyThe First Affiliated Hospital of Xi'anJiao Tong UniversityXi'anChina
| | - Jun Zhu
- Department of EndocrinologyFirst Affiliated Hospital of Xinjiang Medical UniversityUrumqiChina
| | - Zhongyan Shan
- The First Affiliated Hospital of China Medical UniversityShenyangChina
| | - Zhiguang Zhou
- Department of Endocrinology and MetabolismThe Second Xiangya Hospital of Central South UniversityChangshaChina
| | - Longyi Zeng
- Department of Endocrinology and MetabolismThe Third Affiliated Hospital Sun Yat‐Sen UniversityGuangzhouChina
| | - Jianping Weng
- Department of Endocrinology and MetabolismThe Third Affiliated Hospital Sun Yat‐Sen UniversityGuangzhouChina
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Gonçalves ACO, Cazarim MDS, Sanches C, Pereira LRL, Camargos AMT, Aquino JA, Oliveira Baldoni A. Cost-effectiveness analysis of a pharmacotherapeutic empowerment strategy for patients with type 2 diabetes mellitus. BMJ Open Diabetes Res Care 2019; 7:e000647. [PMID: 31413839 PMCID: PMC6673768 DOI: 10.1136/bmjdrc-2018-000647] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/11/2019] [Revised: 05/13/2019] [Accepted: 06/03/2019] [Indexed: 12/26/2022] Open
Abstract
BACKGROUND The economic feasibility of pharmacotherapeutic empowerment of patients with type 2 diabetes mellitus (DM2) is still not well established. OBJECTIVES To evaluate the cost-effectiveness of an individual pharmacotherapeutic empowerment strategy (IPES) for patients with DM2. METHODS This is a cost-effectiveness study nested in a non-randomized clinical trial with patients ≥18 years of age, of both genders, with low and moderate cardiovascular risks. This study was carried out from the perspective of the municipal health system of Divinópolis in Minas Gerais state, and compared patients submitted to an IPES and patients who received only traditional care, 1 year before the beginning of the intervention (baseline) and 1 year after its completion (follow-up). The costs of the services offered by the municipality were computed, and in the intervention group IPES costs were included. Glycated hemoglobin (A1c) was the effectiveness parameter adopted. Cost-effectiveness ratio analyses, incremental cost-effectiveness ratio (ICER), and sensitivity analysis were performed. RESULTS In the analysis of cost-effectiveness, it is observed that a reduction of 0.359 in A1c costs US$708.47 in the intervention group and a reduction of 0.170 costs US$1927.13 in the control group. Thus, the ICER is US$387.66 per patient/year. In the sensitivity analysis, it was observed that the IPES was dominant in 19.8% of the simulated scenarios and cost-effective in 80.2%. CONCLUSIONS The IPES is an alternative that presents economic feasibility for the municipal public health system scenario. The absence of randomization in patient selection is a limitation of this study.
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Affiliation(s)
| | - Maurílio de Souza Cazarim
- Faculty of Pharmaceutical Sciences of Ribeirão Preto, University of São Paulo, Ribeirão Preto, São Paulo, Brazil
| | - Cristina Sanches
- Faculdade de Farmácia, Universidade Federal de Sao Joao del-Rei - Campus CCO, Sao Joao del-Rei, Brazil
| | - Leonardo Regis Leira Pereira
- Faculty of Pharmaceutical Sciences of Ribeirão Preto, University of São Paulo, Ribeirão Preto, São Paulo, Brazil
| | - Ana Márcia Tomé Camargos
- Faculdade de Farmácia, Universidade Federal de Sao Joao del-Rei - Campus CCO, Sao Joao del-Rei, Brazil
| | - Jéssica Azevedo Aquino
- Faculdade de Farmácia, Universidade Federal de Sao Joao del-Rei - Campus CCO, Sao Joao del-Rei, Brazil
| | - Andre Oliveira Baldoni
- Faculdade de Farmácia, Universidade Federal de Sao Joao del-Rei - Campus CCO, Sao Joao del-Rei, Brazil
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Gonçalves ACDO, Cazarim MDS, Sanches C, Pereira LRL, Baldoni ADO. How much to invest in glycemic control of a patient with diabetes mellitus type 2? A constant dilemma for the Brazilian Public Health System (SUS). BRAZ J PHARM SCI 2019. [DOI: 10.1590/s2175-97902019000117197] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
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Nathanson D, Sabale U, Eriksson JW, Nyström T, Norhammar A, Olsson U, Bodegård J. Healthcare Cost Development in a Type 2 Diabetes Patient Population on Glucose-Lowering Drug Treatment: A Nationwide Observational Study 2006-2014. Pharmacoecon Open 2018; 2:393-402. [PMID: 29623637 PMCID: PMC6249189 DOI: 10.1007/s41669-017-0063-y] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
OBJECTIVE The objective of this study was to describe healthcare resource use and cost development in Sweden during 2006-2014 in a type 2 diabetes (T2D) population receiving glucose-lowering drugs (GLDs). METHODS In- and outpatient healthcare resource use and costs were extracted from mandatory national registries: the Cause of Death Register; the National Patient Register; and the Prescribed Drug Register. Primary care data were estimated based on an observational study including patients from 84 primary care centers in Sweden. Numbers of any cause inpatient, outpatient, and primary care contacts were extracted and direct healthcare costs were estimated. RESULTS During 2006-2014, the number of inpatient and primary care contacts increased by approximately 70% (from 45,559 to 78,245 and from 4.9 to 8.8 million, respectively) and outpatient care contacts almost doubled (from 105,653 to 209,417). Mean annual per patient costs increased by 13%, reaching €4594. Total healthcare costs increased from €835 million to €1.684 billion. Inpatient care costs constituted 47% of total costs in 2014 (€783 million), primary care accounted for 24% (€405 million), outpatient care 18% (€303 million), non-GLD medications 6% (€109 million), and GLDs 5% (€84 million). Cardiovascular diseases (CVDs) were the most costly disease group in inpatient care (26%), whereas managing unspecified factors influencing health and T2D-associated diseases were the most costly in outpatient care (16 and 11%, respectively). CONCLUSIONS The healthcare costs of the GLD-treated T2D population doubled during 2006-2014, mostly driven by the increasing size of this population, of which inpatient care accounted for 47%. GLDs constituted the smallest share of costs. CVD was the most resource-requiring disease group.
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Affiliation(s)
- David Nathanson
- Department of Clinical Science and Education, Karolinska Institutet, Södersjukhuset, Stockholm, Sweden
| | - Ugne Sabale
- Department of Health Economics, Astra Zeneca Nordic-Baltic, Astraallén, B674, 151 85, Södertälje, Sweden.
| | - Jan W Eriksson
- Department of Medical Sciences, Uppsala University, Uppsala, Sweden
| | - Thomas Nyström
- Department of Clinical Science and Education, Karolinska Institutet, Södersjukhuset, Stockholm, Sweden
| | - Anna Norhammar
- Department of Medicine, Karolinska University Hospital Solna, Stockholm, Sweden
- Capio S:t Görans Hospital, Stockholm, Sweden
| | | | - Johan Bodegård
- Medical Department, AstraZeneca Nordic-Baltic, Oslo, Norway
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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] [What about the content of this article? (0)] [Affiliation(s)] [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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Abstract
Purpose Diabetes is one of the major healthcare challenges in India. The chronic nature of the disease makes the lifetime cost of the treatment exorbitantly high. The medicine cost contributes a major size of expense in diabetes management. To make healthcare available to poorest of the poor, it is imperative to control the rising cost of diabetes treatment. The earlier research works done in this area focuses more on inventory management techniques to control the cost of healthcare. Less interest is shown in the role of better supply chain partnership (SCP) in reducing the cost of procurement of medicine. The purpose of this paper is to develop and use the SCP assessment framework for a diabetes clinic. The approach is generalized enough to be adopted for other similar organization. Design/methodology/approach This paper adopts self-assessment criteria of the European Foundation for Quality Management (EFQM) business excellence model for analysis of SCP in the supply chain of a private diabetes clinic in Varanasi. The paper uses analytic hierarchy process (AHP) method for calculation of weights of criteria. Findings The EFQM-based framework can be adopted as easy-to-use tool to make an objective assessment of the SCP. The proposed model in the study is a balanced model between enablers and results, which includes multiple assessment dimensions. The supply chain performance score of the diabetes clinic under study was found as the Tool Pusher, which means the effort in direction of SCP is not too good. The organization needs to clearly define the SCP goal and analyze the results to identify the gap areas. Originality/value The study is first of its kind and contributes to the literature by providing non-prescriptive and easy-to-use SCP assessment framework, for chronic disease care. The case study approach provides a procedure for the healthcare organization willing to adopt this approach.
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Affiliation(s)
| | | | - S K Sharma
- Indian Institute of Technology (BHU), Varanasi, India
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Khongrangjem T, Phadnis S, Kumar S. Cost of illness (COI) of type-II diabetes mellitus in Shillong, Meghalaya. Int J Diabetes Dev Ctries 2019; 39:201-5. [DOI: 10.1007/s13410-018-0636-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/17/2022] Open
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Ericsson Å, Glah D, Lorenzi M, Jansen JP, Fridhammar A. Cost-effectiveness of liraglutide versus lixisenatide as add-on therapies to basal insulin in type 2 diabetes. PLoS One 2018; 13:e0191953. [PMID: 29408938 DOI: 10.1371/journal.pone.0191953] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2017] [Accepted: 01/14/2018] [Indexed: 01/24/2023] Open
Abstract
Background We assessed the cost-effectiveness of the glucagon-like peptide 1 receptor agonists liraglutide 1.8 mg and lixisenatide 20 μg (both added to basal insulin) in patients with type 2 diabetes (T2D) in Sweden. Methods The Swedish Institute for Health Economics cohort model for T2D was used to compare liraglutide and lixisenatide (both added to basal insulin), with a societal perspective and with comparative treatment effects derived by indirect treatment comparison (ITC). Drug prices were 2016 values, and all other costs 2015 values. The cost-effectiveness of IDegLira (fixed-ratio combination of insulin degludec and liraglutide) versus lixisenatide plus basal insulin was also assessed, under different sets of assumptions. Results From the ITC, decreases in HbA1c were –1.32% and –0.43% with liraglutide and lixisenatide, respectively; decreases in BMI were –1.29 and –0.65 kg/m2, respectively. An estimated 2348 cases of retinopathy, 265 of neuropathy and 991 of nephropathy would be avoided with liraglutide compared with lixisenatide in a cohort of 10,000 patients aged over 40 years. In the base-case analysis, total direct costs were higher with liraglutide than lixisenatide, but costs associated with complications were lower. The cost/quality-adjusted life-year (QALY) for liraglutide added to basal insulin was SEK30,802. Base-case findings were robust in sensitivity analyses, except when glycated haemoglobin (HbA1c) differences for liraglutide added to basal insulin were abolished, suggesting these benefits were driving the cost/QALY. With liraglutide 1.2 mg instead of liraglutide 1.8 mg (adjusted for efficacy and cost), liraglutide added to basal insulin was dominant over lixisenatide 20μg.IDegLira was dominant versus lixisenatide plus basal insulin when a defined daily dose was used in the model. Conclusions The costs/QALY for liraglutide, 1.8 or 1.2 mg, added to basal insulin, and for IDegLira (all compared with lixisenatide 20 μg added to basal insulin) were below the threshold considered low by Swedish authorities. In some scenarios, liraglutide and IDegLira were cost-saving.
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Soltanian AR, Borzouei S, Afkhami-Ardekan M. Design, developing and validation a questionnaire to assess general population awareness about type II diabetes disease and its complications. Diabetes Metab Syndr 2017; 11 Suppl 1:S39-S43. [PMID: 27612396 DOI: 10.1016/j.dsx.2016.09.002] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/06/2016] [Accepted: 09/03/2016] [Indexed: 11/17/2022]
Abstract
BACKGROUND Timely prevention of type 2 diabetes decrease socio-economic burden of disease in a society. To measure people's knowledge, the existence of valid and accurate tool such as questionnaires is very important. In the study we tried to make a comprehensive questionnaire to measure knowledge of apparently healthy individuals. MATERIAL AND METHODS In this study a questionnaire to assess general population awareness about type II diabetes disease and its complications was Design, developing and validation based on 10 experts' panel and statistical inferences. RESULTS Initially 67 questions designed and according to the experts' panel 16 questions were removed and 11 questions were edited. Finally, content validity of 51 questions has been approved by the experts' panel. According to Lawshe's score if CVRs were at least 0.8, items will be has content validity. The results show that both internal consistency and intra-class-correlation were good (>0.75). Cronbach's alpha and ICC were 0.84 and 0.82, respectively for all questions. To confirm structure of conceptual model, confirmatory factor analysis and Amos software was used. Goodness of Fit Index was RMSEA=0.027, GFI=0.95, AGFI=0.91, CFI=0.97; and showed that the hypothesized model is approved. CONCLUSION In general, we can say that the questionnaire is approximately comprehensive and complete. It is suggested that to assess awareness of diabetes type 2 in seven dominants (e.g. fundamentals, common symptoms, early and late complications, diet, control methods, and source of information of DMT2) this questionnaire should be used in general population.
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Affiliation(s)
- Ali Reza Soltanian
- Department of Biostatistics and Modeling of Noncommunicable Diseases Research Center, School of Public Health, Hamadan University of Medical Sciences, Hamadan, Iran.
| | - Shiva Borzouei
- Department of Internal Medicine, School of Medicine, Hamadan University of Medical Sciences, Hamadan, Iran.
| | - Mohammad Afkhami-Ardekan
- Department of Endocrinology, Yazd Diabetes Research Center, Shahid Sadoughi University of Medical Sciences, Yazd, Iran.
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Neumann A, Lindholm L, Norberg M, Schoffer O, Klug SJ, Norström F. The cost-effectiveness of interventions targeting lifestyle change for the prevention of diabetes in a Swedish primary care and community based prevention program. Eur J Health Econ 2017; 18:905-919. [PMID: 27913943 PMCID: PMC5533851 DOI: 10.1007/s10198-016-0851-9] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/24/2016] [Accepted: 11/21/2016] [Indexed: 05/25/2023]
Abstract
BACKGROUND Policymakers need to know the cost-effectiveness of interventions to prevent type 2 diabetes (T2D). The objective of this study was to estimate the cost-effectiveness of a T2D prevention initiative targeting weight reduction, increased physical activity and healthier diet in persons in pre-diabetic states by comparing a hypothetical intervention versus no intervention in a Swedish setting. METHODS A Markov model was used to study the cost-effectiveness of a T2D prevention program based on lifestyle change versus a control group where no prevention was applied. Analyses were done deterministically and probabilistically based on Monte Carlo simulation for six different scenarios defined by sex and age groups (30, 50, 70 years). Cost and quality adjusted life year (QALY) differences between no intervention and intervention and incremental cost-effectiveness ratios (ICERs) were estimated and visualized in cost-effectiveness planes (CE planes) and cost-effectiveness acceptability curves (CEA curves). RESULTS All ICERs were cost-effective and ranged from 3833 €/QALY gained (women, 30 years) to 9215 €/QALY gained (men, 70 years). The CEA curves showed that the probability of the intervention being cost-effective at the threshold value of 50,000 € per QALY gained was very high for all scenarios ranging from 85.0 to 91.1%. DISCUSSION/CONCLUSION The prevention or the delay of the onset of T2D is feasible and cost-effective. A small investment in healthy lifestyle with change in physical activity and diet together with weight loss are very likely to be cost-effective.
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Affiliation(s)
- Anne Neumann
- Epidemiology and Global Health, Department of Public Health and Clinical Medicine, Umeå University, 901 87, Umeå, Sweden.
- Center of Evidence-Based Healthcare, University Hospital, Technische Universität Dresden, Fetscherstr. 74, 01307, Dresden, Germany.
| | - Lars Lindholm
- Epidemiology and Global Health, Department of Public Health and Clinical Medicine, Umeå University, 901 87, Umeå, Sweden
| | - Margareta Norberg
- Epidemiology and Global Health, Department of Public Health and Clinical Medicine, Umeå University, 901 87, Umeå, Sweden
| | - Olaf Schoffer
- Cancer Epidemiology, University Cancer Center, University Hospital, Technische Universität Dresden, Fetscherstr. 74, 01307, Dresden, Germany
| | - Stefanie J Klug
- Cancer Epidemiology, University Cancer Center, University Hospital, Technische Universität Dresden, Fetscherstr. 74, 01307, Dresden, Germany
| | - Fredrik Norström
- Epidemiology and Global Health, Department of Public Health and Clinical Medicine, Umeå University, 901 87, Umeå, Sweden
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Rasmussen A, Almdal T, Anker Nielsen A, Nielsen KE, Jørgensen ME, Hangaard S, Siersma V, Holstein PE. Decreasing incidence of foot ulcer among patients with type 1 and type 2 diabetes in the period 2001-2014. Diabetes Res Clin Pract 2017. [PMID: 28648855 DOI: 10.1016/j.diabres.2017.05.025] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
AIM Diabetic foot ulcer (DFU) is a serious complication to diabetes. The aim was to study the incidence of first DFU among patients with type 1 (T1DM) and type 2 diabetes (T2DM), stratified according to etiology: neuropathic, neuro-ischemic or ischemic, over a period of 14years (2001-2014). METHODS DFU incidence rates were calculated from electronic patient record data from patients with T1DM and complicated T2DM from a large specialized diabetes hospital with a multidisciplinary foot clinic in Denmark. Poisson regression was used to model incidence of first DFU according to calendar year, diabetes type and etiology. RESULTS Among 5640 patients with T1DM 255 developed a DFU, corresponding to an incidence of 5.8 (95% confidence interval (95%CI) 5.1-6.5) per 1000 patient years; this incidence dropped from 8.1 (95%CI 5.4-11.9) per 1000 patient years in 2002 to 2.6 (95%CI 1.3-5.3) in 2014 (p=0.0059). Among 6953 patients with T2DM 310 developed a DFU, corresponding to an incidence of 11.3 (95%CI 10.1-12.6) per 1000 patient years; this incidence dropped from 17.0 (95%CI 12.2-23.8) per 1000 patient years in 2002 to 8.7 (95%CI 5.3-14.1) per 1000 patient year (p=0.0260) in 2014. CONCLUSION The incidence of DFU has decreased substantially in T1DM as well as in T2DM. This change was driven by a decrease in incidence of neuropathic ulcers.
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Affiliation(s)
- A Rasmussen
- Steno Diabetes Center Copenhagen, Niels Steensensvej 2, 2820 Gentofte, Denmark
| | - T Almdal
- Steno Diabetes Center Copenhagen, Niels Steensensvej 2, 2820 Gentofte, Denmark; Department of Medical Endocrinology PE, Rigshospitalet, Copenhagen University Hospital, Blegdamsvej 9, 2100 Copenhagen, Denmark.
| | - A Anker Nielsen
- Steno Diabetes Center Copenhagen, Niels Steensensvej 2, 2820 Gentofte, Denmark
| | - K E Nielsen
- Steno Diabetes Center Copenhagen, Niels Steensensvej 2, 2820 Gentofte, Denmark
| | - M E Jørgensen
- Steno Diabetes Center Copenhagen, Niels Steensensvej 2, 2820 Gentofte, Denmark
| | - S Hangaard
- Steno Diabetes Center Copenhagen, Niels Steensensvej 2, 2820 Gentofte, Denmark
| | - V Siersma
- The Research Unit for General Practice and Section of General Practice, Department of Public Health, University of Copenhagen, Øster Farimagsgade 5, 1353 Copenhagen, Denmark
| | - P E Holstein
- Steno Diabetes Center Copenhagen, Niels Steensensvej 2, 2820 Gentofte, Denmark; Department of Dermatology and Copenhagen Woundhealing Center, Copenhagen Wound Healing Center, Copenhagen University Hospital Bispebjerg, Bispebjerg Bakke 23, 2400 Copenhagen, Denmark
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Frykberg RG, Gordon IL, Reyzelman AM, Cazzell SM, Fitzgerald RH, Rothenberg GM, Bloom JD, Petersen BJ, Linders DR, Nouvong A, Najafi B. Feasibility and Efficacy of a Smart Mat Technology to Predict Development of Diabetic Plantar Ulcers. Diabetes Care 2017; 40:973-980. [PMID: 28465454 DOI: 10.2337/dc16-2294] [Citation(s) in RCA: 71] [Impact Index Per Article: 10.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/26/2016] [Accepted: 04/08/2017] [Indexed: 02/03/2023]
Abstract
OBJECTIVE We conducted a multicenter evaluation of a novel remote foot-temperature monitoring system to characterize its accuracy for predicting impending diabetic foot ulcers (DFU) in a cohort of patients with diabetes with previously healed DFU. RESEARCH DESIGN AND METHODS We enrolled 132 participants with diabetes and prior DFU in this 34-week cohort study to evaluate a remote foot-temperature monitoring system (ClinicalTrials.gov Identifier NCT02647346). The study device was a wireless daily-use thermometric foot mat to assess plantar temperature asymmetries. The primary outcome of interest was development of nonacute plantar DFU, and the primary efficacy analysis was the accuracy of the study device for predicting the occurrence of DFU over several temperature asymmetry thresholds. RESULTS Of the 129 participants who contributed evaluable data to the study, a total of 37 (28.7%) presented with 53 DFU (0.62 DFU/participant/year). At an asymmetry of 2.22°C, the standard threshold used in previous studies, the system correctly identified 97% of observed DFU, with an average lead time of 37 days and a false-positive rate of 57%. Increasing the temperature threshold to 3.20°C decreased sensitivity to 70% but similarly reduced the false-positive rate to 32% with approximately the same lead time of 35 days. Approximately 86% of the cohort used the system at least 3 days a week on average over the study. CONCLUSIONS Given the encouraging study results and the significant burden of DFU, use of this mat may result in significant reductions in morbidity, mortality, and resource utilization.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | - Aksone Nouvong
- VA Greater Los Angeles Healthcare System, Los Angeles, CA
| | - Bijan Najafi
- University of Arizona, Tucson, AZ.,Baylor College of Medicine, Houston, TX
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Kalkan A, Bodegard J, Sundström J, Svennblad B, Östgren CJ, Nilsson PN, Johansson G, Ekman M. Increased healthcare utilization costs following initiation of insulin treatment in type 2 diabetes: A long-term follow-up in clinical practice. Prim Care Diabetes 2017; 11:184-192. [PMID: 27894781 DOI: 10.1016/j.pcd.2016.11.002] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/07/2016] [Revised: 11/04/2016] [Accepted: 11/06/2016] [Indexed: 01/25/2023]
Abstract
AIMS To compare long-term changes in healthcare utilization and costs for type 2 diabetes patients before and after insulin initiation, as well as healthcare costs after insulin versus non-insulin anti-diabetic (NIAD) initiation. METHODS Patients newly initiated on insulin (n=2823) were identified in primary health care records from 84 Swedish primary care centers, between 1999 to 2009. First, healthcare costs per patient were evaluated for primary care, hospitalizations and secondary outpatient care, before and up to seven years after insulin initiation. Second, patients prescribed insulin in second line were matched to patients prescribed NIAD in second line, and the healthcare costs of the matched groups were compared. RESULTS The total mean annual healthcare cost increased from €1656 per patient 2 years before insulin initiation to €3814 seven years after insulin initiation. The total cumulative mean healthcare cost per patient at year 5 after second-line treatment was €13,823 in the insulin group compared to €9989 in the NIAD group. CONCLUSIONS Initiation of insulin in type 2 diabetes patients was followed by increased healthcare costs. The increases in costs were larger than those seen in a matched patient population initiated on NIAD treatment in second-line.
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Affiliation(s)
- Omran Bakoush
- Department of Clinical Sciences/Nephrology, Lund University
| | - Targ Elgzyri
- Department of Clinical Sciences/Diabetes & Endocrinology, Lund University
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Gordon J, McEwan P, Sabale U, Kartman B, Wolffenbuttel BHR. The cost-effectiveness of exenatide twice daily (BID) vs insulin lispro three times daily (TID) as add-on therapy to titrated insulin glargine in patients with type 2 diabetes. J Med Econ 2016; 19:1167-1174. [PMID: 27356188 DOI: 10.1080/13696998.2016.1208207] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
OBJECTIVE To evaluate the cost-effectiveness of exenatide twice daily (BID) vs bolus insulin lispro three times daily (TID) as add-on therapy when glycemic control is sub-optimal with titrated basal insulin glargine and metformin. METHODS The analysis was based on the recent 4B Study, which compared exenatide BID and lispro TID as add-on therapies in subjects with type 2 diabetes insufficiently controlled, despite titrated insulin glargine. The Cardiff Diabetes Model was used to simulate patient costs and health benefits beyond the 4B Study. The Swedish healthcare perspective was adopted for this analysis; costs are reported in €EUR to aid interpretation. The main outcome measure was the cost per quality-adjusted life-year (QALY) gained with exenatide BID compared to lispro TID. RESULTS Exenatide BID was associated with an incremental cost of €1,270 and a QALY increase of +0.64 compared with lispro TID over 40 years. The cost per QALY gained with exenatide BID compared with lispro TID was €1,971, which is within conventional limits of cost-effectiveness. Cost-effectiveness results were generally robust to alternative assumptions and values for key model parameters. LIMITATIONS Extrapolation of trial data over the longer term can be influenced by modeling and parameter uncertainty. Cost-effectiveness results were generally insensitive to alternative values of key model input parameters and across scenarios. CONCLUSIONS The addition of exenatide BID rather than insulin lispro to basal insulin is associated with similar or better clinical outcomes. Illustrated from the Swedish healthcare perspective, analysis with the Cardiff Diabetes Model demonstrated that exenatide BID represents a cost-effective treatment alternative to lispro TID as add-on therapy in type 2 diabetes patients insufficiently controlled on basal insulin.
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Affiliation(s)
- J Gordon
- a Health Economics and Outcomes Research Ltd , Cardiff , UK
- b Public Health, University of Adelaide , Adelaide , Australia
- c School of Medicine, University of Nottingham , UK
| | - P McEwan
- a Health Economics and Outcomes Research Ltd , Cardiff , UK
- d Swansea Centre for Health Economics, Swansea University , UK
| | - U Sabale
- e AstraZeneca Nordic-Baltic , Sweden
| | - B Kartman
- f AstraZeneca Gothenburg , Mölndal , Sweden
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Abstract
AIMS To quantify the excess cost of diabetes in Norway in 2011. METHODS A national cross-sectional cost-of-illness analysis of direct and indirect diabetes-related healthcare costs, based on pseudonymised data from six public national registers, international studies, and clinical expertise. Direct medical costs are estimated from primary and secondary health care registers and the national prescription database. Indirect costs include social and productivity costs. RESULTS The total excess cost of diabetes in Norway in 2011 was €516 million. Direct costs amounted to €408 million and indirect costs amounted to €108 million. Scenario analysis proposes an upper boundary of total cost at €575 million, direct costs at €428 million and indirect costs at €161 million. Expenditure on blood glucose lowering agents was €71 million and expenditure on blood glucose monitoring strips was €55 million. Blood glucose lowering agents-, lipid lowering agents, and antihypertensives represented 28% of the direct costs. Loss of productivity (€0.9 million) scored highest among the indirect costs. CONCLUSIONS The cost implications of diabetes in Norway in 2011 were high and comparable to previous studies in Scandinavia. Prevention of complications contributed to a higher cost than treating diabetes-related complications. The more than five-fold higher expenditure in other countries might be due to differences in budget priorities, efficacy of healthcare, indirect healthcare cost applications, or research methodology.
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Affiliation(s)
- M Sørensen
- Dept. of Minority Health and Rehabilitation, Division of Primary Healthcare, Norwegian Directorate of Health, Oslo, Norway.
| | - F Arneberg
- Division of Financing and Health Economics, Norwegian Directorate of Health, Oslo, Norway
| | - T M Line
- Division of Financing and Health Economics, Norwegian Directorate of Health, Oslo, Norway
| | - T J Berg
- Dept. of Minority Health and Rehabilitation, Division of Primary Healthcare, Norwegian Directorate of Health, Oslo, Norway; Dept. of Endocrinology, Oslo University Hospital, Aker, Oslo, Norway; Institute of Clinical Medicine, University of Oslo, Norway
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Eliasson M, Lindahl B, Lundberg V, Stegmayr B. Diabetes and obesity in Northern Sweden: occurrence and risk factors for stroke and myocardial infarction. Scand J Public Health 2016; 61:70-7. [PMID: 14660250 DOI: 10.1080/14034950310001360] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Aims: The authors describe the occurrence of diabetes and obesity in the population of Northern Sweden and the role of diabetes in cardiovascular disease. Methods: Four surveys of the population aged 25 to 64 years were undertaken during a 14-year time span. Stroke events in subjects 35 - 74 years during 1985 - 92 and myocardial infarction in subjects 25 - 64 years 1989 - 93 were registered. Results: The prevalence of diagnosed diabetes was 3.1 and 2.0% in men and women, respectively, and 2.6 and 2.7% for previously undiagnosed diabetes. During the 13-year observation period, BMI increased 0.96 kg/m2 in men and 0.87 in women. The proportion of subjects with obesity (BMI≥30) increased from 10.3% to 14.6% in men and from 12.5% to 15.7% in women. Hip circumference increased substantially more than waist circumference, leading to a decreasing waits-to-hip ratio (WHR). The relative risk for stroke or myocardial infarction was four to six times higher in a person with diabetes than in those without diabetes. The 28-day case fatality for myocardial infarction, but not for stroke, was significantly higher in both men and women with diabetes. Population-attributable risk for diabetes and stroke was 18% in men and 22% in women and for myocardial infarction it was 11% in men and 17% in women. Conclusion: Obesity is becoming more common, although of a more distal than central distribution. The burden of diabetes in cardiovascular diseases in Northern Sweden is high.
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Affiliation(s)
- Mats Eliasson
- Medicine, Department of Medicine, Sunderby Hospital, Luleå, Sweden.
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Ernstsson O, Gyllensten H, Alexanderson K, Tinghög P, Friberg E, Norlund A. Cost of Illness of Multiple Sclerosis - A Systematic Review. PLoS One 2016; 11:e0159129. [PMID: 27411042 PMCID: PMC4943600 DOI: 10.1371/journal.pone.0159129] [Citation(s) in RCA: 117] [Impact Index Per Article: 14.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2015] [Accepted: 06/28/2016] [Indexed: 11/24/2022] Open
Abstract
BACKGROUND Cost-of-illness (COI) studies of Multiple Sclerosis (MS) are vital components for describing the economic burden of MS, and are frequently used in model studies of interventions of MS. We conducted a systematic review of studies estimating the COI of MS, to compare costs between studies and examine cost drivers, emphasizing generalizability and methodological choices. MATERIAL AND METHOD A literature search on studies published in English on COI of MS was performed in PubMed for the period January 1969 to January 2014, resulting in 1,326 publications. A mapping of studies using a bottom-up approach or top-down approach, respectively, was conducted for the 48 studies assessed as relevant. In a second analysis, the cost estimates were compared between the 29 studies that used a societal perspective on costs, human capital approach for indirect costs, presenting number of patients included, time-period studied, and year of price level used. RESULTS The mapping showed that bottom-up studies and prevalence approaches were most common. The cost ratios between different severity levels within studies were relatively stable, to the ratio of 1 to 2 to 3 for disability level categories. Drugs were the main cost drivers for MS-patients with low disease severity, representing 29% to 82% of all costs in this patient group, while the main cost components for groups with more advanced MS symptoms were production losses due to MS and informal care, together representing 17% to 67% of costs in those groups. CONCLUSION The bottom-up method and prevalence approach dominated in studies of COI of MS. Our findings show that there are difficulties in comparing absolute costs across studies, nevertheless, the relative costs expressed as cost ratios, comparing different severity levels, showed higher resemblance. Costs of drugs were main cost drivers for less severe MS and informal care and production losses for the most severe MS.
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Affiliation(s)
- Olivia Ernstsson
- Department of Learning, Informatics, Management and Ethics, Karolinska Institutet, SE-171 77 Stockholm, Sweden
- Department of Clinical Neuroscience, Karolinska Institutet, SE-171 77 Stockholm, Sweden
| | - Hanna Gyllensten
- Department of Clinical Neuroscience, Karolinska Institutet, SE-171 77 Stockholm, Sweden
| | - Kristina Alexanderson
- Department of Clinical Neuroscience, Karolinska Institutet, SE-171 77 Stockholm, Sweden
| | - Petter Tinghög
- Department of Clinical Neuroscience, Karolinska Institutet, SE-171 77 Stockholm, Sweden
- The Swedish Red Cross University College, Stockholm, Sweden
| | - Emilie Friberg
- Department of Clinical Neuroscience, Karolinska Institutet, SE-171 77 Stockholm, Sweden
| | - Anders Norlund
- Department of Clinical Neuroscience, Karolinska Institutet, SE-171 77 Stockholm, Sweden
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Davari M, Boroumand Z, Amini M, Aslani A, Hosseini M. The Direct Medical Costs of Outpatient Cares of Type 2 Diabetes in Iran: A Retrospective Study. Int J Prev Med 2016; 7:72. [PMID: 27217937 PMCID: PMC4872475 DOI: 10.4103/2008-7802.181758] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2013] [Accepted: 09/22/2015] [Indexed: 11/04/2022] Open
Abstract
BACKGROUND Diabetes mellitus is a chronic disease which many factors are involved and is developing considerably worldwide. Increasing aging population and obesity in the societies has improved the scale of the type 2 diabetes significantly. The aim of this study was to determine the direct medical costs of outpatient cares of diabetes in Iran. METHODS Active patients of Isfahan Endocrinology and Metabolism Research Center (IEMRC) by the end of March 2011 were employed for data extraction. Type 2 diabetics were classified into 4 groups based on their therapeutic regimens. Type and frequency of health care services were extracted from the patients' profiles manually. The incidence of major diabetes complications were also examined from the subjects' profiles. The numbers of services used by the patients in different treatment groups were multiplied by the desired medical tariffs to calculate the direct medical costs. RESULTS 2898 number of cases was reviewed in this study; 63.8 % women and 36.2% men. 4.3% of the patients were placed group I; 50.1% in group II, and 34.6% and 11% in groups III and IV respectively. The age distribution of the patients varied widely from 30 to 90 years; 5.8% between 30 and 39 years, 62.3% between 40 and 59, and 31.9% at 60 and over. Nephropathy (72.4%), and neuropathy (39%) were the most frequent adverse effect between the type 2 diabetics in Isfahan. The group III with spending $192.3 in total was absorbed the highest amount of the resources between the patients' groups. The average direct medical cost of outpatient cares of diabetics per year was 155.8 US $. CONCLUSIONS The direct medical cost of diabetes management is progressed sharply in past years in Iran. Pharmaceutical expenditures was the main cost component of outpatient cares for diabetes. It is estimated that the Iranians directly spend approximately $4.05 milliard annually to manage 5.2 million diabetics in the country.
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Affiliation(s)
- Majid Davari
- Department of Pharmacoeconomics and Pharmaceutical Administration, Faculty of Pharmacy, Tehran University of Medical Sciences, Tehran, Iran; Pharmaceutical Management and Economics Research Center, Tehran University of Medical Sciences, Tehran, Iran
| | - Zahra Boroumand
- Department of Pharmaceutics, School of Pharmacy and Pharmaceutical Sciences, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Masoud Amini
- Isfahan Endocrine and Metabolism Research Centre, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Abolfazl Aslani
- Department of Pharmaceutics, School of Pharmacy and Pharmaceutical Sciences, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Mohsen Hosseini
- Skin Diseases and Leishmaniasis Research Center, Isfahan University of Medical Sciences, Isfahan, Iran
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Kim G, Lee YH, Han MH, Lee EK, Kim CH, Kwon HS, Jeong IK, Kang ES, Kim DJ. Economic Burden of Hypoglycemia in Patients with Type 2 Diabetes Mellitus from Korea. PLoS One 2016; 11:e0151282. [PMID: 26975054 DOI: 10.1371/journal.pone.0151282] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2015] [Accepted: 02/25/2016] [Indexed: 02/03/2023] Open
Abstract
BACKGROUND Hypoglycemia is a very serious complication in patients with type 2 diabetes mellitus (T2DM) and affects the economic burden of treatment. This study aims to create models of the cost of treating hypoglycemia in patients with T2DM based upon physician estimates of medical resource usage. METHODS Using a literature review and personal advice from endocrinologists and emergency physicians, we developed several models for managing patients with hypoglycemia. The final model was approved by the consulting experts. We also developed 3 unique surveys to allow endocrinologists, emergency room (ER) physicians, and primary care physicians to evaluate the resource usage of patients with hypoglycemia. Medical costs were calculated by multiplying the estimated medical resource usage by the corresponding health insurance medical care costs reported in 2014. RESULTS In total, 40 endocrinologists, 20 ER physicians, and 30 primary care physicians completed the survey. We identified 12 types of standard medical models for secondary or tertiary hospitals and 4 for primary care clinics based on the use of ER, general ward, or intensive care unit (ICU) and patients' status of consciousness and self-respiration. Estimated medical costs per person per hypoglycemic event ranged from $17.28 to $1,857.09 for secondary and tertiary hospitals. These costs were higher for patients who were unconscious and for those requiring ICU admission. CONCLUSION Hypoglycemia has a substantial impact on the medical costs and its prevention will result in economic benefits for T2DM patients and society.
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Upadhyay DK, Ibrahim MIM, Mishra P, Alurkar VM, Ansari M. Does pharmacist-supervised intervention through pharmaceutical care program influence direct healthcare cost burden of newly diagnosed diabetics in a tertiary care teaching hospital in Nepal: a non-clinical randomised controlled trial approach. Daru 2016; 24:6. [PMID: 26926657 PMCID: PMC4772684 DOI: 10.1186/s40199-016-0145-x] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2015] [Accepted: 02/22/2016] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Cost is a vital component for people with chronic diseases as treatment is expected to be long or even lifelong in some diseases. Pharmacist contributions in decreasing the healthcare cost burden of chronic patients are not well described due to lack of sufficient evidences worldwide. In developing countries like Nepal, the estimation of direct healthcare cost burden among newly diagnosed diabetics is still a challenge for healthcare professionals, and pharmacist role in patient care is still theoretical and practically non-existent. This study reports the impact of pharmacist-supervised intervention through pharmaceutical care program on direct healthcare costs burden of newly diagnosed diabetics in Nepal through a non-clinical randomised controlled trial approach. METHODS An interventional, pre-post non-clinical randomised controlled study was conducted among randomly distributed 162 [control (n = 54), test 1 (n = 54) and test 2 (n = 54) groups] newly diagnosed diabetics by a consecutive sampling method for 18 months. Direct healthcare costs (direct medical and non-medical costs) from patients perspective was estimated by 'bottom up' approach to identify their out-of-pocket expenses (1USD = NPR 73.38) before and after intervention at the baseline, 3, 6, 9 and 12 months follow-ups. Test groups' patients were nourished with pharmaceutical care intervention while control group patients only received care from physician/nurses. Non-parametric tests i.e. Friedman test, Mann-Whitney U test and Wilcoxon signed rank test were used to find the differences in direct healthcare costs among the groups before and after the intervention (p ≤ 0.05). RESULTS Friedman test identified significant differences in direct healthcare cost of test 1 (p < 0.001) and test 2 (p < 0.001) groups patients. However, Mann-Whitney U test justified significant differences in direct healthcare cost between control group and test 1 group, and test 2 group patients at 6-months (p = 0.009, p = 0.010 respectively), 9-months (p = 0.005, p = 0.001 respectively) and 12-months (p < 0.001, p < 0.001 respectively). CONCLUSION Pharmacist supervised intervention through pharmaceutical care program significantly decreased direct healthcare costs of diabetics in test groups compared to control group and hence describes pharmacist's contribution in minimizing direct healthcare cost burden of patients.
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Affiliation(s)
- Dinesh Kumar Upadhyay
- Faculty of Pharmacy, Asian Institute of Medicine, Science and Technology University, Jalan Bedong-Semeling, 08100, Bedong, Kedah, Malaysia
| | | | - Pranaya Mishra
- Department of Pharmacology, American University of the Caribbean School of Medicine, 1 University Drive at Jordan Road, Cupecoy, St. Maarten, Netherlands Antilles
| | - Vijay M Alurkar
- Department of Medicine, Manipal College of Medical Sciences and Manipal Teaching Hospital, Phulbari-11, Pokhara, Nepal
| | - Mukhtar Ansari
- Department of Pharmacy and Pharmacology, National Medical College, Birgunj, Nepal.
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Gao L, Hu H, Zhao FL, Li SC. Can the Direct Medical Cost of Chronic Disease Be Transferred across Different Countries? Using Cost-of-Illness Studies on Type 2 Diabetes, Epilepsy and Schizophrenia as Examples. PLoS One 2016; 11:e0147169. [PMID: 26814959 PMCID: PMC4731392 DOI: 10.1371/journal.pone.0147169] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2015] [Accepted: 12/30/2015] [Indexed: 11/18/2022] Open
Abstract
Objectives To systematically review cost of illness studies for schizophrenia (SC), epilepsy (EP) and type 2 diabetes mellitus (T2DM) and explore the transferability of direct medical cost across countries. Methods A comprehensive literature search was performed to yield studies that estimated direct medical costs. A generalized linear model (GLM) with gamma distribution and log link was utilized to explore the variation in costs that accounted by the included factors. Both parametric (Random-effects model) and non-parametric (Boot-strapping) meta-analyses were performed to pool the converted raw cost data (expressed as percentage of GDP/capita of the country where the study was conducted). Results In total, 93 articles were included (40 studies were for T2DM, 34 studies for EP and 19 studies for SC). Significant variances were detected inter- and intra-disease classes for the direct medical costs. Multivariate analysis identified that GDP/capita (p<0.05) was a significant factor contributing to the large variance in the cost results. Bootstrapping meta-analysis generated more conservative estimations with slightly wider 95% confidence intervals (CI) than the parametric meta-analysis, yielding a mean (95%CI) of 16.43% (11.32, 21.54) for T2DM, 36.17% (22.34, 50.00) for SC and 10.49% (7.86, 13.41) for EP. Conclusions Converting the raw cost data into percentage of GDP/capita of individual country was demonstrated to be a feasible approach to transfer the direct medical cost across countries. The approach from our study to obtain an estimated direct cost value along with the size of specific disease population from each jurisdiction could be used for a quick check on the economic burden of particular disease for countries without such data.
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Affiliation(s)
- Lan Gao
- School of Biomedical Sciences & Pharmacy, The University of Newcastle, Callaghan, NSW, Australia
| | - Hao Hu
- School of Biomedical Sciences & Pharmacy, The University of Newcastle, Callaghan, NSW, Australia
| | - Fei-Li Zhao
- Access and Public Affair, Pfizer Australia, West Ryde, NSW, Australia
| | - Shu-Chuen Li
- School of Biomedical Sciences & Pharmacy, The University of Newcastle, Callaghan, NSW, Australia
- * E-mail:
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Quaye EA, Amporful EO, Akweongo P, Aikins MK. Analysis of the Financial Cost of Diabetes Mellitus in Four Cocoa Clinics of Ghana. Value Health Reg Issues 2015; 7:49-53. [PMID: 29698152 DOI: 10.1016/j.vhri.2015.08.005] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2014] [Revised: 07/31/2015] [Accepted: 08/12/2015] [Indexed: 11/25/2022]
Abstract
OBJECTIVE To estimate the financial cost of managing diabetes mellitus in four Cocoa clinics of Ghana. METHODS A descriptive cross-sectional study of diabetes management was carried out in the four Cocoa clinics of Ghana from January to December 2009. The "cost-of-illness" approach from the institutional perspective was used. A pretested data extraction form was used to review the medical records of 304 randomly selected diabetic patients. RESULTS The patients' mean age was 55.4 ± 9.4 years. The mean annual financial cost of managing one diabetic case at the clinics was estimated to be Ghana cedi (GHS) 540.35 (US $372.65). Service cost constituted 22% of the cost, whereas direct medical cost constituted 78% of the cost. Drug cost was 71% of the financial cost. The cost of hospitalization per patient-day at Cocoa clinics was estimated at GHS 32.78 (US $22.61). The total financial cost of diabetes management was estimated at GHS 420,087.67 (US $289,715.63). This accounted for 8% of the total expenditure for the clinics in the year 2009. The study showed that facility type, type of diabetes, and presence of complication are associated with the cost of diabetes management to Cocoa clinics. CONCLUSIONS The mean age of detection suggests delay in diagnosis of diabetes mellitus and accompanying complications, which has cost implications. Policy that enhances early detection of diabetes in clinical practice would therefore improve management and reduce costs. The financial cost of managing diabetes can be used to forecast the economic burden of the disease in the area.
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Affiliation(s)
| | | | | | - Moses K Aikins
- School of Public Health, University of Ghana, Legon, Accra, Ghana
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Sabale U, Bodegård J, Sundström J, Östgren CJ, Nilsson P, Johansson G, Svennblad B, Henriksson M. Healthcare utilization and costs following newly diagnosed type-2 diabetes in Sweden: A follow-up of 38,956 patients in a clinical practice setting. Prim Care Diabetes 2015; 9:330-337. [PMID: 25631469 DOI: 10.1016/j.pcd.2015.01.001] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/04/2014] [Revised: 12/14/2014] [Accepted: 01/03/2015] [Indexed: 10/24/2022]
Abstract
AIMS To describe healthcare resource use patterns and estimate healthcare costs of newly diagnosed Type 2 diabetes mellitus (T2DM) patients in Sweden. METHODS Patients with a newly diagnosed T2DM between 1999 and 2009 were identified from 84 Swedish primary care centres. Healthcare resource use data, excluding pharmaceuticals, were extracted from electronic patient records and a national patient register, and reported as per patient mean number of primary care contacts, laboratory tests and hospitalizations. Per patient mean healthcare costs are reported as annual and cumulative costs. RESULTS During a median (maximum) of 4.6 (9.0) years follow-up; 38,956 patients (183,513 patient years) on average made 81 primary care contacts, was hospitalized 2.14 times, and took 31 laboratory tests. Mean per patient annual healthcare costs were €4128 (95% CI, 4054-4199) the first year after diagnosis, €2708 (95% CI, 2641-2776) the second year, and €3030 (95% CI, 2854-3204) in year 9 (2012 values). Mean per patient cumulative healthcare costs were €26,503 (95% CI, 26,025-26,970) at 9 years of follow-up. Hospitalizations accounted for the majority of healthcare costs. CONCLUSIONS Although newly diagnosed T2DM patients require a substantial amount of healthcare services in primary care, hospitalizations account for the majority of healthcare costs.
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Affiliation(s)
- Ugne Sabale
- AstraZeneca Nordic-Baltic, Södertälje, Sweden.
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Borisenko O, Adam D, Funch-Jensen P, Ahmed AR, Zhang R, Colpan Z, Hedenbro J. Bariatric Surgery can Lead to Net Cost Savings to Health Care Systems: Results from a Comprehensive European Decision Analytic Model. Obes Surg 2015; 25:1559-68. [PMID: 25639648 PMCID: PMC4522026 DOI: 10.1007/s11695-014-1567-5] [Citation(s) in RCA: 68] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
BACKGROUND The objective of the present study was to evaluate the cost-utility of bariatric surgery in a lifetime horizon from a Swedish health care payer perspective. METHODS A decision analytic model using the Markov process was developed covering cardiovascular diseases, type 2 diabetes, and surgical complications. Clinical effectiveness and safety were based on the literature and data from the Scandinavian Obesity Surgery Registry. Gastric bypass, sleeve gastrectomy, and gastric banding were included in the analysis. Cost data were obtained from Swedish sources. RESULTS Bariatric surgery was cost saving in comparison with conservative management. It also led to a substantial reduction in lifetime risk of events: from a 16 % reduction in the risk of transient ischaemic attacks to a 62 % reduction in the incidence of type 2 diabetes. Over a lifetime, surgery led to savings of euro 8408 and generated an additional 0.8 years of life and 4.1 quality-adjusted life years (QALYs) per patient, which translates into gains of 32,390 quality-adjusted person-years and savings of euro 66 million for the cohort, operated in 2012. Analysis of the consequences of a 3-year delay in surgery provision showed that the overall lifetime cost of treatment may be increased in patients with diabetes or a body mass index >40 kg/m(2). Delays in surgery may also lead to a loss of clinical benefits: up to 0.6 life years and 1.2 QALYs per patient over a lifetime. CONCLUSION Bariatric surgery, over a lifetime horizon, may lead to significant cost savings to health care systems in addition to the known clinical benefits.
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Affiliation(s)
| | - Daniel Adam
- Synergus AB, Svardvagen 19, 182 33 Danderyd, Sweden
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Bron M, Guerin A, Latremouille-Viau D, Ionescu-Ittu R, Viswanathan P, Lopez C, Wu EQ. Distribution and drivers of costs in type 2 diabetes mellitus treated with oral hypoglycemic agents: a retrospective claims data analysis. J Med Econ 2014; 17:646-57. [PMID: 24959693 DOI: 10.3111/13696998.2014.925905] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
OBJECTIVE To describe the distribution of costs and to identify the drivers of high costs among adult patients with type 2 diabetes mellitus (T2DM) receiving oral hypoglycemic agents. METHODS T2DM patients using oral hypoglycemic agents and having HbA1c test data were identified from the Truven MarketScan databases of Commercial and Medicare Supplemental insurance claims (2004-2010). All-cause and diabetes-related annual direct healthcare costs were measured and reported by cost components. The 25% most costly patients in the study sample were defined as high-cost patients. Drivers of high costs were identified in multivariate logistic regressions. RESULTS Total 1-year all-cause costs for the 4104 study patients were $55,599,311 (mean cost per patient = $13,548). Diabetes-related costs accounted for 33.8% of all-cause costs (mean cost per patient = $4583). Medical service costs accounted for the majority of all-cause and diabetes-related total costs (63.7% and 59.5%, respectively), with a minority of patients incurring >80% of these costs (23.5% and 14.7%, respectively). Within the medical claims, inpatient admission for diabetes-complications was the strongest cost driver for both all-cause (OR = 13.5, 95% CI = 8.1-23.6) and diabetes-related costs (OR = 9.7, 95% CI = 6.3-15.1), with macrovascular complications accounting for most inpatient admissions. Other cost drivers included heavier hypoglycemic agent use, diabetes complications, and chronic diseases. LIMITATIONS The study reports a conservative estimate for the relative share of diabetes-related costs relative to total cost. The findings of this study apply mainly to T2DM patients under 65 years of age. CONCLUSIONS Among the T2DM patients receiving oral hypoglycemic agents, 23.5% of patients incurred 80% of the all-cause healthcare costs, with these costs being driven by inpatient admissions, complications of diabetes, and chronic diseases. Interventions targeting inpatient admissions and/or complications of diabetes may contribute to the decrease of the diabetes economic burden.
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Affiliation(s)
- Morgan Bron
- Takeda Pharmaceuticals International, Inc. , Deerfield, IL , USA
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Abstract
Chronic wounds such as diabetic foot wounds are a tremendous burden to the health care system and often require a multidisciplinary approach to prevent amputations. Advanced technologies such as negative pressure wound therapy (NPWT) and bioengineered tissues have been successfully used in the treatment of these types of complex wounds. However, the introduction of NPWT with instillation (NPWTi) has provided an alternative treatment for treating complex and difficult-to-heal wounds. This article provides an overview of NPWT and the new NPWTi system and describes preliminary experience using NPWTi on patients with complicated infected diabetic foot wounds after surgical debridement and in a multidisciplinary setting.
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Abstract
Objective: The objective of this study is to analyze the health-care cost by calculating the direct and indirect costs of diabetes with co-morbidities in south India. Methods: A prospective observational study was conducted at Rohini super specialty hospital (India). Patient data as well as cost details were collected from the patients for a period of 6 months. The study was approved by the hospital committee prior to the study. The diabetic patients of age >18 years, either gender were included in the study. The collected data was analyzed for the average cost incurred in treating the diabetic patients and was calculated based on the total amount spent by the patients to that of total number of patients. Findings: A total of 150 patients were enrolled during the study period. The average costs per diabetic patient with and without co-morbidities were found to be United States dollar (USD) 314.15 and USD 29.91, respectively. The average cost for those with diabetic complications was USD 125.01 for macrovascular complications, USD 90.43 for microvascular complications and USD 142.01 for other infections. Out of USD 314.15, the average total direct medical cost was USD 290.04, the average direct non-medical cost was USD 3.75 and the average total indirect cost was USD 20.34. Conclusion: Our study results revealed that more economic burden was found in male patients (USD 332.06), age group of 51-60 years (USD 353.55) and the patients bearing macrovascular complications (USD 142.01). This information can be a model for future studies of economic evaluations and outcomes research.
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Affiliation(s)
- Sadanandam Akari
- Department of Pharmacy Practice and Pharm D, St. Peter's Institute of Pharmaceutical Sciences, Rohini Super Specialty Hospital, Kakatiya University, Warangal, Andhra Pradesh, India
| | - Uday Venkat Mateti
- Department of Pharmacy Practice and Pharm D, St. Peter's Institute of Pharmaceutical Sciences, Rohini Super Specialty Hospital, Kakatiya University, Warangal, Andhra Pradesh, India ; Department of Pharmacy Management, Manipal University, Manipal, Karnataka, India
| | - Buchi Reddy Kunduru
- Department of General Medicine, Rohini Super Specialty Hospital, Warangal, Andhra Pradesh, India
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Bexelius C, Lundberg J, Wang X, Berg J, Hjelm H. Annual Medical Costs of Swedish Patients with Type 2 Diabetes Before and After Insulin Initiation. Diabetes Ther 2013; 4:363-374. [PMID: 23959539 PMCID: PMC3889328 DOI: 10.1007/s13300-013-0035-x] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/16/2013] [Indexed: 11/09/2022] Open
Abstract
INTRODUCTION Although insulin is one of the most effective interventions for the treatment of type 2 diabetes, its disadvantages incur substantial medical cost. This study was designed to evaluate the medical costs of Swedish type 2 diabetic patients initiating insulin on top of metformin and/or sulfonylurea (SU), and to evaluate if costs before and after insulin initiation differ for patients where insulin is initiated above or below the recommended glycosylated hemoglobin (HbA1c) level (7.5%). METHODS This was a register-based retrospective cohort study in which patients were identified from the Sörmland county council diabetes register. Patients being prescribed at least one prescription of metformin and/or SU from 2003 to 2010, and later prescribed insulin, were included. RESULTS One hundred patients fulfilled the inclusion criteria and had at least 1 year of follow-up. The mean age was 61 years and 59% of patients were male. Mean time since diagnosis was 4.1 years, and since initiation of insulin was 2.2 years. The mean HbA1c level at index date was 8.0%. Total mean costs for the whole cohort were SEK 17,230 [standard deviation (SD) 17,228] the year before insulin initiation, and SEK 31,656 (SD 24,331) the year after insulin initiation (p < 0.0001). When stratifying by HbA1c level, patients with HbA1c <7.5% had total healthcare costs of SEK 17,678 (SD 12,946) the year before the index date and SEK 35,747 (SD 30,411) the year after (p < 0.0001). Patients with HbA1c levels ≥7.5% had total healthcare costs of SEK 16,918 (SD 19,769) the year before the index date and SEK 28,813 (SD 18,779) the year after (p < 0.0001). CONCLUSION Despite the small sample size, this study demonstrates that mean annual medical costs almost double the year after patients are initiated on insulin. The costs increased the year after insulin initiation, regardless of the HbA1c level at initiation of insulin, and the largest increase in costs were due to increased filled prescriptions.
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Affiliation(s)
- Christin Bexelius
- OptumInsight, Klarabergsviadukten 90, House D, 111 64 Stockholm, Sweden
| | | | - Xuan Wang
- OptumInsight, Klarabergsviadukten 90, House D, 111 64 Stockholm, Sweden
| | - Jenny Berg
- OptumInsight, Klarabergsviadukten 90, House D, 111 64 Stockholm, Sweden
- Division of Cardiovascular Epidemiology, Institute of Environmental Medicine, Karolinska Institute, Solna, Sweden
| | - Hans Hjelm
- Medicine Clinic, Nyköping Hospital, Nyköping, Sweden
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Brismar K, Benroubi M, Nicolay C, Schmitt H, Giaconia J, Reaney M. Evaluation of insulin initiation on resource utilization and direct costs of treatment over 12 months in patients with type 2 diabetes in Europe: results from INSTIGATE and TREAT observational studies. J Med Econ 2013; 16:1022-35. [PMID: 23738910 DOI: 10.3111/13696998.2013.812040] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
OBJECTIVES To describe the changes in resource utilization in seven European countries (Germany, Greece, Portugal, Romania, Sweden, Spain, and Turkey) and direct costs in four European countries (Germany, Spain, Sweden, and Greece) over the first 12 months of insulin treatment in patients with type 2 diabetes mellitus (T2DM). METHODS INSTIGATE and TREAT (2005-2010) were non-interventional, prospective, observational studies in patients with T2DM and initiating insulin for the first time. A 6-month retrospective data capture was conducted at baseline (insulin initiation) followed by prospective data collections at ∼3, 6, and 12 months. Statistical analyses were descriptive; estimated costs are presented as nominal values. RESULTS This study presents data for 1450 patients. Overall, in the first 6 months after insulin initiation, the use and cost of blood glucose monitoring and insulin increased, while the cost of oral diabetic medication decreased. Contributors to total direct costs differed between countries. Ranges of total mean direct costs over the 6-month period before insulin initiation were €489.10-€658.50 (Greece-Spain); 0-6 months after insulin initiation, €573.40-€1084.70 (Greece-Spain); and 6-12 months after insulin initiation, €495.80-€859.30 (Greece-Germany). Thus, the mean cost of treatment increased in all countries in the first 6 months after insulin initiation and then returned to baseline except in Germany. LIMITATIONS Overall, 15% of patients were lost to follow-up over 12 months. Costs were not pro-rated to account for variation of visits. Participating centres may not have been fully representative of all levels of care. CONCLUSIONS Contributors to total cost differed between countries, potentially reflecting local clinical practice patterns and insulin regimens. In each country, mean direct total costs of T2DM care increased during the first 6 months after insulin initiation and decreased thereafter.
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Affiliation(s)
- Kerstin Brismar
- Department of Molecular Medicine and Surgery, Karolinska Institutet, and Department of Endocrinology, Metabolism and Diabetes, Karolinska University Hospital, Stockholm, Sweden
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Anderberg E, Carlsson KS, Berntorp K. Use of healthcare resources after gestational diabetes mellitus: a longitudinal case-control analysis. Scand J Public Health 2012; 40:385-90. [PMID: 22786924 DOI: 10.1177/1403494812449923] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
AIMS To analyse whether gestational diabetes mellitus (GDM) was associated with increases in healthcare utilisation after delivery. METHODS A longitudinal case-control registry-based study of 579 women with GDM delivered in 1995-2001. Two controls for each case were selected from the Swedish National Board of Health and Welfare, matched for year of birth, year of delivery, and municipality of residence. Data regarding healthcare utilisation was provided by the Patients' Administrative System in Skåne County, Sweden, covering the period from the years of delivery up to year 2009. RESULTS Women with previous GDM had higher mean number of contacts and total cost in the years after delivery as compared to controls, also when excluding utilisation related to subsequent pregnancies and childbirth. By year 2009, 31% of women with prior GDM were diagnosed with diabetes, compared to 1% of controls. Women diagnosed with diabetes were more likely to use health care (odds ratio 14.22, 95% confidence interval 5.87-34.45) controlling for age and time since delivery, whereas cases not diagnosed with diabetes did not differ from controls. The average annual cost of healthcare utilisation was 101% higher (p<0.001) for women with diabetes 10 years after delivery compared to controls. CONCLUSIONS GDM was associated with higher healthcare utilisation postpartum for women who had a diabetes diagnosis. The results call for implementation of structured programmes to follow up women with GDM postpartum for early detection of diabetes and effective management, which may have the potential for improved health and savings in healthcare costs.
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Affiliation(s)
- Eva Anderberg
- Department of Obstetrics and Gynaecology, Lund University, Skåne University Hospital, Lund, Sweden.
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Bruno G, Picariello R, Petrelli A, Panero F, Costa G, Cavallo-Perin P, Demaria M, Gnavi R. Direct costs in diabetic and non diabetic people: the population-based Turin study, Italy. Nutr Metab Cardiovasc Dis 2012; 22:684-690. [PMID: 21907553 DOI: 10.1016/j.numecd.2011.04.007] [Citation(s) in RCA: 40] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/19/2010] [Revised: 03/30/2011] [Accepted: 04/04/2011] [Indexed: 11/28/2022]
Abstract
BACKGROUND AND AIMS We compared direct costs of diabetic and non diabetic people covered by the Italian National Health System, focusing on the influence of age, sex, type of diabetes and treatment. METHODS AND RESULTS Diabetic people living in Turin were identified through the Regional Diabetes Registry and the files of hospital discharges and prescriptions. Data sources were linked to the administrative databases to assess health care services used by diabetic (n = 33,792) and non diabetic people(n = 863,123). Data were analyzed with the two-part model; the estimated direct costs per person/year were €3660.8 in diabetic people and €895.6 in non diabetic people, giving a cost ratio of 4.1. Diabetes accounted for 11.4% of total health care expenditure. The costs were attributed to hospitalizations (57.2%), drugs (25.6%), to outpatient care (11.9%), consumable goods (4.4%) and emergency care (0.9%). Estimated costs increased from € 2670.8 in diabetic people aged <45 years to € 3724.1 in those aged >74 years, the latter representing two third of the diabetic cohort; corresponding figures in non diabetic people were € 371.6 and € 2155.9. In all expenditure categories cost ratios of diabetic vs non diabetic people were higher in people aged <45 years, in type 1 diabetes and in insulin-treated type 2 diabetes. CONCLUSION Direct costs are 4-fold higher in diabetic than in non diabetic people, mainly due to care of the elderly and inpatient care. In developed countries, demographic changes will have a profound impact on costs for diabetes in next years.
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Affiliation(s)
- G Bruno
- Department of Internal Medicine, University of Turin, Corso Dogliotti 14, I-10126 Turin, Italy.
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Abstract
AIM To evaluate direct hospitalization costs attributable to diabetes and their determinants in a tertiary care hospital in mainland China between 2007 and 2008. METHODS A retrospective study of the hospitalization expenses for 489 inpatients with diabetes from June 2007 to July 2008 was conducted. All related cost components were defined and valued at the most detailed levels. RESULTS Median cost was 5307.8 RMB (range 3672.8-8193.2 RMB). The costs for biochemical tests (28%), pharmacy (26%), and therapies and supplies (21%) were the top 3, about 75% in total expenses. The expenses for the antihyperglycemic treatment alone accounted for 27.6% of total hospitalization expenses. Insulin treatment (P < .001), complication number (P < .001), length of hospitalization (P < .001), diabetes duration (P = .023), and hemoglobin A1C (P = .040) were the main factors affecting costs. CONCLUSIONS Antihyperglycemic treatment expenses represent a minority of total costs; major costs are due to treatment of complications.
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Affiliation(s)
- Mingjuan He
- Department of Internal Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei Province, People's Republic of China
| | - Jingdong Ma
- Department of Internal Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei Province, People's Republic of China
| | - Daowen Wang
- Department of Internal Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei Province, People's Republic of China
| | - Xuefeng Yu
- Department of Internal Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei Province, People's Republic of China
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Sugimoto T, Huang L, Minematsu T, Yamamoto Y, Asada M, Nakagami G, Akase T, Nagase T, Oe M, Mori T, Sanada H. Impaired aquaporin 3 expression in reepithelialization of cutaneous wound healing in the diabetic rat. Biol Res Nurs 2012; 15:347-55. [PMID: 22531364 DOI: 10.1177/1099800412437032] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
Abstract
Impaired cutaneous wound healing is a serious complication of diabetes mellitus (DM). Currently, little is known about reepithelialization in DM. However, recent studies identified aquaporin 3 (AQP3), a transmembrane protein that functions as a pore-like passive transporter, to be a key molecule in cutaneous epidermal wound healing. AQP3 expression is downregulated in response to tumor necrosis factor-alpha (TNF- α). Given that systemic TNF-α levels are functionally connected to impaired healing in diabetic mice and that both diabetic and Aqp3-deficient animals exhibit impaired reepithelialization, the authors hypothesized that impaired AQP3 expression might contribute to diabetes-impaired wound healing. In the present study, the authors examined AQP3 expression in the regenerating epidermis during cutaneous full thickness wound healing and in intact skin of a streptozotocin-induced diabetic rat model. Aqp3 messenger RNA expression levels were decreased in wounds of DM rats compared to controls. Immunohistochemical analysis showed an absence of AQP3 in the stratum spinosum of the regenerating epidermis in the DM group, whereas the stratum basale was positive for AQP3 in both groups. In summary, these findings suggest that there may be a relationship between impaired AQP3 expression and diabetes-delayed reepithelialization. Thus, future nursing studies should focus on this mechanism in diabetic wound healing.
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Affiliation(s)
- Takashi Sugimoto
- Department of Gerontological Nursing/Wound Care Management, Division of Health Science and Nursing, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
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Smith-Palmer J, Fajardo-Montañana C, Pollock RF, Ericsson A, Valentine WJ. Long-term cost-effectiveness of insulin detemir versus NPH insulin in type 2 diabetes in Sweden. J Med Econ 2012; 15:977-86. [PMID: 22563742 DOI: 10.3111/13696998.2012.692340] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
AIM To evaluate the cost-effectiveness of insulin detemir vs. NPH insulin once daily, in patients with type 2 diabetes in the Swedish setting based on clinical data from a published randomized controlled trial. METHODS Projections of long-term outcomes were made using the IMS CORE Diabetes Model (CDM), based on clinical data from a 26-week randomized controlled trial that compared once daily insulin detemir and NPH insulin, when used to intensify insulin treatment in 271 patients with type 2 diabetes and body mass index (BMI) 25-40 kg/m(2). Trial results showed that insulin detemir was associated with a significantly lower incidence of hypoglycemic events and significantly less weight gain in comparison with NPH insulin. The analysis was conducted from a third party payer perspective and the base case analysis was performed over a time horizon of 40 years and future costs and clinical outcomes were discounted at a rate of 3% per year. RESULTS Insulin detemir was associated with higher mean (SD) quality-adjusted life expectancy (5.42 [0.10] vs. 5.31 [0.10] quality-adjusted life years [QALYs]) and lower overall costs (SEK 378,539 [10,372] vs. SEK 384,216 [11,230]; EUR 33,794 and EUR 34,300, respectively, where 1 EUR=11.2015 SEK) compared with NPH insulin. Sensitivity analysis showed that the principal driver of the benefits associated with insulin detemir was the lower rate of hypoglycemic events (major and minor events) vs. NPH insulin, suggesting that detemir might also be cost-saving over a shorter time horizon. Limitations of the analysis include the use of data from a trial outside Sweden in the Swedish setting. CONCLUSIONS Based on clinical input data derived from a previously published randomized controlled trial, it is likely that in the Swedish setting insulin detemir would be cost-saving in comparison with NPH insulin for the treatment of patients with type 2 diabetes.
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Affiliation(s)
- J Smith-Palmer
- Ossian Health Economics and Communications, Basel, Switzerland.
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Webster LR, Peppin JF, Murphy FT, Lu B, Tobias JK, Vanhove GF. Efficacy, safety, and tolerability of NGX-4010, capsaicin 8% patch, in an open-label study of patients with peripheral neuropathic pain. Diabetes Res Clin Pract 2011; 93:187-197. [PMID: 21612836 DOI: 10.1016/j.diabres.2011.04.010] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/29/2010] [Revised: 04/07/2011] [Accepted: 04/11/2011] [Indexed: 01/16/2023]
Abstract
AIMS To assess efficacy, safety, and tolerability of NGX-4010, capsaicin 8% patch, in patients with peripheral neuropathic pain. METHODS This open-label, uncontrolled, 12-week study enrolled 25 patients with postherpetic neuralgia (PHN), one with HIV-distal sensory polyneuropathy, and 91 with painful diabetic neuropathy (PDN). Patients received pre-treatment with one of three 4% lidocaine topical anesthetics (L.M.X.4¹, Topicaine Gel², or Betacaine Enhanced Gel 4³) followed by a single 60- or 90-min NGX-4010 application. The primary efficacy variable was the percentage change in Numeric Pain Rating Scale scores from baseline to Weeks 2-12. Adverse events (AEs), laboratory parameters, vital signs, neurosensory examinations, dermal assessments, treatment-related pain scores, and medication use for treatment-related pain were collected. RESULTS PDN and PHN patients achieved a 31% and 28% mean pain decrease from baseline during Weeks 2-12, respectively, and 47% and 44%, respectively, were responders (≥30% pain decrease). Mild or moderate treatment-site-related burning and pain were the most common AEs and there was no evidence of impaired neurosensory function. CONCLUSIONS NGX-4010 in conjunction with any of the three topical anesthetics tested was generally safe and well tolerated and reduced pain over a 12-week period in patients with PDN and PHN.
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Affiliation(s)
- Lynn R Webster
- Lifetree Clinical Research and Pain Clinic, Salt Lake City, UT, USA.
| | - John F Peppin
- The Pain Treatment Center of the Bluegrass, Lexington, KY, USA
| | | | - Biao Lu
- NeurogesX, Inc., San Mateo, CA, USA
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