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Fu AZ, Qiu Y, Radican L, Wells BJ. Health care and productivity costs associated with diabetic patients with macrovascular comorbid conditions. Diabetes Care 2009; 32:2187-92. [PMID: 19729528 PMCID: PMC2782975 DOI: 10.2337/dc09-1128] [Citation(s) in RCA: 65] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
OBJECTIVE To examine and quantify from the societal perspective the impact of macrovascular comorbid conditions (MVCCs) on health care and productivity costs in diabetic patients in the U.S. RESEARCH DESIGN AND METHODS With use of the pooled Medical Expenditure Panel Survey (MEPS) 2004 and 2006 data, a nationally representative adult sample (aged >or=18 years) was included in the study. Health care cost was measured by the annual health care expenditure. Productivity cost was calculated from the lost productivity from missed work days and additional bed days due to illness/injury based on the 2006 average national hourly wage. Both 2004 and 2006 cost data were adjusted to 2006 dollars. Given the heavily right-skewed distribution of the cost data, the generalized linear model with log-link function and gamma variance was used to identify the relationship between MVCCs and costs after controlling for age, sex, race, ethnicity, education, income, employment status, smoking status, health insurance, diabetes severity, and comorbidities. Negative binomial models were applied to analyze the outcomes of missed work days and bed days. All statistics were adjusted using the proper sampling weight from MEPS. RESULTS Compared with diabetic patients without MVCCs (n = 3,320), those with MVCCs (n = 913) had statistically significant higher annual health care costs (5,120 USD, P < 0.001), more missed work days (13.03 days, P < 0.001), and more bed days (7.60 days, P = 0.025) per patient after controlling for differences in sociodemographics, smoking, diabetes severity, and comorbidities. The marginal lost productivity cost was 2,388 USD annually per patient. CONCLUSIONS From the U.S. societal perspective, MVCCs in diabetic patients are associated with increased health care and lost productivity costs.
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Affiliation(s)
- Alex Z Fu
- Department of Quantitative Health Sciences, Cleveland Clinic, Cleveland, Ohio, USA.
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Straka RJ, Liu LZ, Girase PS, DeLorenzo A, Chapman RH. Incremental cardiovascular costs and resource use associated with diabetes: an assessment of 29,863 patients in the US managed-care setting. Cardiovasc Diabetol 2009; 8:53. [PMID: 19781099 PMCID: PMC2762466 DOI: 10.1186/1475-2840-8-53] [Citation(s) in RCA: 38] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/19/2009] [Accepted: 09/26/2009] [Indexed: 02/06/2023] Open
Abstract
Background Patients with type 2 diabetes are at increased risk of cardiovascular events, and there is an associated economic burden attached to this risk. We conducted a retrospective claims database analysis to evaluate incremental cardiovascular costs in diabetic versus non-diabetic patients hospitalized for a cardiovascular event. Methods Patients hospitalized for a cardiovascular event between January 1, 2001 and June 30, 2005 were identified from a large US managed-care population. Diabetic patients were identified by evidence of type 2 diabetes in the 12 months prior to the index hospitalization. Direct medical costs and resource use - including inpatient expenditures (for the index and first recurrent hospitalizations), as well as outpatient, laboratory, and pharmacy expenditures (during the 3-year follow-up period) - were determined for patients with or without diabetes. Results Of the 29,863 patients identified with a cardiovascular hospitalization, 5,501 patients (18.4%) had a history of diabetes in the pre-index period (mean age, 57.8 years; 42.1% female). The overall mean follow-up period was 22.8 months. The incidence of subsequent cardiovascular events in the first year of follow-up was significantly higher for patients with diabetes compared with non-diabetic patients for all types of cardiovascular events except angina. Compared with non-diabetic patients, patients with diabetes had similar mean direct medical costs per patient for the index cardiovascular hospitalization ($17,435 versus $16,917; P = 0.09), and the first recurrent cardiovascular hospitalization ($18,488 versus $17,481; P = 0.2), yet higher mean total direct medical costs per patient for cardiovascular events during follow-up years (Year 1: $8,805 versus $6,982; Year 2: $13,860 versus $10,056; Year 3: $16,149 versus $12,163; all P ≤ 0.0002). The cost difference between diabetic and non-diabetic patients remained significant after adjusting for age, gender and other potential confounders in multivariate regression analysis. The mean (SD) total period of inpatient cardiovascular hospitalization after 3 years of follow-up was 3.3 (12.4) days for patients with diabetes compared with 1.8 (5.8) days for non-diabetic patients (P < 0.0001). Conclusion Diabetic patients hospitalized for a cardiovascular event incur higher costs for cardiovascular care than their non-diabetic counterparts. This analysis of the incremental cardiovascular cost and resource use provides the basis for greater accuracy and precision when modeling the economic value of initiatives aimed at reducing cardiovascular morbidity in patients with diabetes mellitus.
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Affiliation(s)
- Robert J Straka
- Department of Experimental and Clinical Pharmacology, University of Minnesota College of Pharmacy, Minneapolis, MN, USA.
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53
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Abstract
AbstractObjectiveTo determine the impact of BMI on post-operative outcomes and resource utilization following elective total hip arthroplasty (THA).DesignA retrospective cohort analysis on all primary elective THA patients between 1996 and 2004. Primary outcomes investigated using regression analyses included length of stay (LOS) and costs (US dollars).SettingMayo Clinic Rochester, a tertiary care centre.SubjectsPatients were stratified by pre-operative BMI as normal (18·5–24·9 kg/m2), overweight (25·0–29·9 kg/m2), obese (30·0–34·9 kg/m2) and morbidly obese (≥35·0 kg/m2). Of 5642 patients, 1362 (24·1 %) patients had a normal BMI, 2146 (38·0 %) were overweight, 1342 (23·8 %) were obese and 792 (14·0 %) were morbidly obese.ResultsAdjusted LOS was similar among normal (4·99 d), overweight (5·00 d), obese (5·02 d) and morbidly obese (5·17 d) patients (P= 0·20). Adjusted overall episode costs were no different (P= 0·23) between the groups of normal ($17 211), overweight ($17 462), obese ($17 195) and morbidly obese ($17 655) patients. Overall operative and anaesthesia costs were higher in the morbidly obese group ($5688) than in normal ($5553), overweight ($5549) and obese ($5593) patients (P= 0·03). Operating room costs were higher in morbidly obese patients ($3418) than in normal ($3276), overweight ($3291) and obese ($3340) patients (P< 0·001). Post-operative costs were no different (P= 0·30). Blood bank costs differed (P= 0·002) and were lower in the morbidly obese group ($180) compared with the other patient groups (P< 0·05). Other differences in costs were not significant. Morbidly obese patients were more likely to be transferred to a nursing home (24·1 %) than normal (18·4 %), overweight (17·9 %) or obese (16·0 %) patients (P= 0·001 each). There were no differences in the composite endpoint of 30 d mortality, re-admissions, re-operations or intensive care unit utilization.ConclusionsBMI in patients undergoing primary elective THA did not impact LOS or overall institutional acute care costs, despite higher operative costs in morbidly obese patients. Obesity does not increase resource utilization for elective THA.
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Dean BB, Lam J, Natoli JL, Butler Q, Aguilar D, Nordyke RJ. Review: use of electronic medical records for health outcomes research: a literature review. Med Care Res Rev 2009; 66:611-38. [PMID: 19279318 DOI: 10.1177/1077558709332440] [Citation(s) in RCA: 122] [Impact Index Per Article: 8.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
Abstract
This review assessed the use of electronic medical record (EMR) systems in outcomes research. We systematically searched PubMed to identify articles published from January 2000 to January 2007 involving EMR use for outpatient-based outcomes research in the United States. EMR-based outcomes research studies (n = 126) have increased sixfold since 2000. Although chronic conditions were most common, EMRs were also used to study less common diseases, highlighting the EMRs' flexibility to examine large cohorts as well as identify patients with rare diseases. Traditional multi-variate modeling techniques were the most commonly used technique to address confounding and potential selection bias. Data validation was a component in a quarter of studies, and many evaluated the EMR's ability to achieve similar results previously achieved using other data sources. Investigators using EMR data should aim for consistent terminology, focus on adequately describing their methods, and consider appropriate statistical methods to control for confounding and treatment-selection bias.
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55
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Sullivan SD, Alfonso-Cristancho R, Conner C, Hammer M, Blonde L. Long-term outcomes in patients with type 2 diabetes receiving glimepiride combined with liraglutide or rosiglitazone. Cardiovasc Diabetol 2009; 8:12. [PMID: 19245711 PMCID: PMC2667489 DOI: 10.1186/1475-2840-8-12] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/23/2008] [Accepted: 02/26/2009] [Indexed: 12/30/2022] Open
Abstract
Background Poor control of type 2 diabetes results in substantial long-term consequences. Studies of new diabetes treatments are rarely designed to assess mortality, complication rates and costs. We sought to estimate the long-term consequences of liraglutide and rosiglitazone both added to glimepiride. Methods To estimate long-term clinical and economic consequences, we used the CORE diabetes model, a validated cohort model that uses epidemiologic data from long-term clinical trials to simulate morbidity, mortality and costs of diabetes. Clinical data were extracted from the LEAD-1 trial evaluating two doses (1.2 mg and 1.8 mg) of a once daily GLP-1 analog liraglutide, or rosiglitazone 4 mg, on a background of glimepiride in type 2 diabetes. CORE was calibrated to the LEAD-1 baseline patient characteristics. Survival, cumulative incidence of cardiovascular, ocular and renal events and healthcare costs were estimated over three periods: 10, 20 and 30 years. Results In a hypothetical cohort of 5000 patients per treatment followed for 30 years, liraglutide 1.2 mg and 1.8 mg had higher survival rates compared to the group treated with rosiglitazone (15.0% and 16.0% vs. 12.6% after 30 years), and fewer cardiovascular, renal, and ocular events. Cardiovascular death rates after 30 years were 69.7%, 68.4% and 72.5%, for liraglutide 1.2 mg, 1.8 mg, and rosiglitazone, respectively. First and recurrent amputations were lower in the rosiglitazone group, probably due to a 'survival paradox' in the liraglutide arms (number of events: 565, 529, and 507, respectively). Overall cumulative costs per patient, were lower in both liraglutide groups compared to rosiglitazone (US$38,963, $39,239, and $40,401 for liraglutide 1.2 mg, 1.8 mg, and rosiglitazone, respectively), mainly driven by the costs of cardiovascular events in all groups. Conclusion Using data from LEAD-1 and epidemiologic evidence from the CORE diabetes model, projected rates of mortality, diabetes complications and healthcare costs over the long term favor liraglutide plus glimepiride over rosiglitazone plus glimepiride. Trial registration LEAD-1 NCT00318422; LEAD-2 NCT00318461; LEAD-3 NCT 00294723; LEAD-4 NCT00333151; LEAD-5 NCT00331851; LEAD-6 NCT00518882.
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Affiliation(s)
- Sean D Sullivan
- Pharmaceutical, Outcomes Research and Policy Program, University of Washington, Seattle, USA.
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56
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Pelletier EM, Shim B, Ben-Joseph R, Caro JJ. Economic outcomes associated with microvascular complications of type 2 diabetes mellitus: results from a US claims data analysis. PHARMACOECONOMICS 2009; 27:479-490. [PMID: 19640011 DOI: 10.2165/00019053-200927060-00004] [Citation(s) in RCA: 41] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/28/2023]
Abstract
BACKGROUND Patients with diabetes mellitus have been shown to be at high risk for both macrovascular and microvascular complications (MVC). Recent studies have focused on MVC and their effect on the healthcare system, but limited published data exist on long-term costs associated with MVC in patients with type 2 diabetes mellitus (T2DM). OBJECTIVE The objective of this study was to compare resource utilization and medical costs over a 12-month period among patients diagnosed with T2DM with versus without MVC in a managed-care population. METHODS Patients aged >/=18 years, diagnosed with T2DM between 1 January 2003 and 31 December 2004 were identified in an administrative claims database of approximately 55 million beneficiaries in private and public health plans. The date of the first T2DM diagnosis during this period was the 'index date' for each patient. All patients had to have a minimum of 12 months of continuous enrolment both prior to and following the index date. MVC was identified during the 12 months prior to the first T2DM diagnosis and these patients were matched (1 : 2) by age, sex and ten co-morbid conditions to those with no evidence of MVC during the entire study period. RESULTS Among the 15 326 MVC patients included in the study, 61% had a history of peripheral neuropathy, 28% diabetic retinopathy and 19% nephropathy. Compared with 30 652 patients without MVC, the MVC patients were more likely to use oral antidiabetics and insulin and had a higher co-morbidity score. Over 12 months, patients with MVC had more (mean 0.3 vs 0.2; p < 0.001) and longer (mean length of stay 1.79 days vs 0.85 days; p < 0.001) hospital stays; physician office visits (19.7 vs 13.7; p < 0.001); and prescriptions for oral antidiabetic (6.3 vs 5.6 scripts; p < 0.001) and insulin (0.7 vs 0.2 scripts; p < 0.001) use. Average total costs per patient over 12 months were $US14 414 with MVC versus $US8669 without MVC (p < 0.001). CONCLUSIONS This study indicates that in patients with T2DM, MVC is associated with significant consumption of healthcare resources. Mean total costs with MVC were almost double those of patients without MVC over a 12-month period.
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Affiliation(s)
- Elise M Pelletier
- Health Economics and Outcomes Research, IMS Health Incorporated, Watertown, Massachusetts, USA
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57
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Abstract
The costs of diabetes mellitus type 2 in Germany are underestimated due to incomplete data. Especially in the first few years of the disease, the costs are significantly higher in diabetics than in persons without diabetes or other diabetes patients. The cost driver is inpatient treatment of diabetes complications. Glucose-lowering medications play a minor role. According to recent studies (CODE-2, CoDiM), the basic cost structure remains similar in later diabetes stages. For patients with complex complications, the costs are more than four times higher than in persons without diabetes. The enormous direct costs of diabetes account for 14.2% of total health care costs in Germany. Therapy for high blood pressure and blood glucose seem to be cost effective; data for modern lipid-lowering therapies are unclear. Thus, it is advisable to treat patients according to current guidelines and ethical considerations.
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Affiliation(s)
- A Liebl
- Diabetes- und Stoffwechselzentrum, Fachklinik Bad Heilbrunn.
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58
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Mody R, Kalsekar I, Kavookjian J, Iyer S, Rajagopalan R, Pawar V. Economic impact of cardiovascular co-morbidity in patients with type 2 diabetes. J Diabetes Complications 2007; 21:75-83. [PMID: 17331855 DOI: 10.1016/j.jdiacomp.2006.02.005] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/02/2005] [Revised: 02/14/2006] [Accepted: 02/28/2006] [Indexed: 11/22/2022]
Abstract
OBJECTIVES To evaluate the impact of cardiovascular co-morbidity on total and diabetes-related healthcare costs in patients with type 2 diabetes. METHODS Retrospective analysis of the West Virginia state Medicaid claims data was conducted in patients with type 2 diabetes (ICD-9 codes: 250.0x-250.9x, where x=0 or 2) in the year 2001. Patients > or =65 years of age or those with managed care coverage were excluded. Presence of cardiovascular co-morbidity in the year 2001 was identified. Semi-logarithmic regression models were used to estimate the impact of cardiovascular co-morbidity on total and diabetes-related healthcare costs in the year 2002.Two-part models were used to study the impact of cardiovascular co-morbidity on ER/hospitalization, outpatient, and prescription costs. Smearing estimates were used to interpret the results from the semi-logarithmic models. RESULTS Presence of cardiovascular co-morbidity had a significant impact on all categories of total and diabetes-related healthcare costs, except diabetes-related prescription drug costs. Type 2 diabetes patients with cardiovascular co-morbidity had significantly higher total healthcare costs (38.9%, $12,550 vs. $9031), total ER/hospitalization costs (239.8%, $4845 vs. $1426), total outpatient costs (35.3%, $3956 vs. $2925), and total prescription drug costs (15.1%, $4686 vs. $4071) compared to those without cardiovascular co-morbidity. Similarly, type 2 diabetes patients with cardiovascular co-morbidity had significantly higher total diabetes-related healthcare costs (59.7%, $4349 vs. $2724), ER/hospitalization costs (346.8%, $1911 vs. $428), and outpatient costs (17.4%, $740 vs. $631) compared to patients without cardiovascular co-morbidity. CONCLUSIONS Presence of cardiovascular co-morbidity in patients with type 2 diabetes had a significant impact on total and diabetes-related healthcare costs.
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Affiliation(s)
- Reema Mody
- TAP Pharmaceutical Products Inc., Lake Forest, IL 60045, USA.
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59
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Zhang P, Imai K. The relationship between age and healthcare expenditure among persons with diabetes mellitus. Expert Opin Pharmacother 2007; 8:49-57. [PMID: 17163806 DOI: 10.1517/14656566.8.1.49] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
Few studies have examined how a person's age is related to healthcare expenditure among individuals with chronic conditions. The authors reviewed and examined the association between age and healthcare expenditure among persons with diabetes. Crude healthcare expenditure increases with age. Excluding expenditure associated with long-term and home healthcare, medical costs per person peaks at approximately 80 years of age. For males, persons aged 19-34 years had the lowest per-person medical costs, but, for females, those aged 0-18 years had the lowest per-person medical cost. Healthcare expenditure associated with long-term care and home care increased exponentially beyond 65 years of age. There were considerable differences between sexes in terms of the association of age with healthcare expenditure. Age is not a cause for increased healthcare costs; it is the ageing process and the increased likelihood of morbidity and mortality that comes with increasing age that lead to an increase in costs. The three dominant factors that mediate the positive relationship between age and healthcare expenditure are i) the high medical cost associated with death and the increasing likelihood of death with age; ii) increasing long-term and home care with age, particularly among the very elderly; and iii) the rising number and severity of diabetes-related complications with age. A person's age has no effect or a minimal positive effect on a person's demand for healthcare and total healthcare spending, after adjusting other covariates among persons with diabetes. The aging of populations should have a small impact on future healthcare expenditure. Including non-traditional factors in the cost model, such as proximity to death and prevalence of future diabetes-related complications, would improve the prediction of future healthcare expenditure for persons with diabetes.
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Affiliation(s)
- Ping Zhang
- Division of Diabetes Translation, National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention, Mailstop K-10, 4770 Buford Highway NE, Atlanta, GA 3034, USA.
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60
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Lastra-Gonzalez G, Manrique CM, Govindarajan G, Whaley-Connell A, Sowers JR. Insights into the emerging cardiometabolic prevention and management of diabetes mellitus. Expert Opin Pharmacother 2005; 6:2209-21. [PMID: 16218882 DOI: 10.1517/14656566.6.13.2209] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Abstract
Cardiovascular disease (CVD) and Type 2 diabetes mellitus (DM2), once conceived as different entities, share common origins and pathways. Increased activity of the renin-angiotensin-aldosterone-system, insulin resistance, chronic low-grade inflammation and oxidative stress collectively contribute to endothelial dysfunction and atherosclerosis, which manifest clinically as CVD. Nowadays, it is possible to identify and intervene in high-risk populations even before the clinical diagnosis of DM2. The control of dietary patterns and increased physical activity is completely feasible, as well as the management of hypertension and dyslipidaemia. Pharmacological interventions targeted at blocking renin-angiotensin-aldosterone-system and sensitising to insulin have a role in the prevention of DM2 and CVD, and are avidly explored worldwide. In the near future, ongoing trials should provide data that will allow us to better treat patients with the cardiometabolic syndrome and diabetes in order to reduce CVD morbidity and mortality.
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Affiliation(s)
- Guido Lastra-Gonzalez
- Division of Endocrinology, Harry S Truman VA Medical Center, University of Missouri-Columbia, School of Medicine, MO, USA
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61
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Egede LE. Behavioral counseling interventions for primary prevention of coronary heart disease in individuals with type-2 diabetes. ACTA ACUST UNITED AC 2005; 30:141-7. [PMID: 15793313 DOI: 10.1007/s12019-004-0010-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2003] [Accepted: 02/16/2004] [Indexed: 11/27/2022]
Abstract
Coronary heart disease (CHD) is the leading cause of death in diabetes. CHD risk can be altered by lifestyle modification. Behavioral counseling interventions are effective at changing behavior. This article discusses effective counseling techniques in primary care for people with diabetes.
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Affiliation(s)
- Leonard E Egede
- Department of Medicine, Medical University of South Carolina, Charleston, SC 29425, USA
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Olveira-Fuster G, Olvera-Márquez P, Carral-Sanlaureano F, González-Romero S, Aguilar-Diosdado M, Soriguer-Escofet F. Excess hospitalizations, hospital days, and inpatient costs among people with diabetes in Andalusia, Spain. Diabetes Care 2004; 27:1904-9. [PMID: 15277415 DOI: 10.2337/diacare.27.8.1904] [Citation(s) in RCA: 53] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
OBJECTIVE The goal of this study was to estimate the excess hospitalizations, hospital days, and inpatient costs attributable to diabetes in Andalusia, Spain (37 hospitals, 7,236,459 inhabitants), during 1999 compared with those without diabetes. RESEARCH DESIGN AND METHODS This study was an analysis of all hospital discharges. Those with an ICD-9-CM code of 250 as either the main or secondary diagnosis were considered to have been admissions of individuals with diabetes. An estimate of costs was applied to each inpatient admission by assigning a cost weight based on the diagnostic-related group (DRG) related to each admission. RESULTS A total of 538,580 admissions generated 4,310,654 hospital bed-days and total costs of 940,026,949 euro. People with diabetes accounted for 9.7% of all hospital discharges, 13.8% of total stays, and 14.1% of the total cost. Of the total cost for individuals with diabetes (132,509,217 euro), 58.3% were excess costs, of which 47% was attributable to cardiovascular complications and 43% to admissions for comorbid diseases. Individuals 45-75 years of age accounted for 75% of the excess costs. The rate of admissions during the study year was 145 per 1,000 inhabitants for individuals with diabetes compared with 70 admissions per 1,000 inhabitants for individuals without diabetes. CONCLUSIONS The costs arising from hospitalization of individuals with diabetes are disproportionate in relation to their prevalence. For those aged >or=45 years, cardiovascular complications were clearly the most important factor determining increased costs from diabetes.
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63
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Nichols GA, Gullion CM, Koro CE, Ephross SA, Brown JB. The incidence of congestive heart failure in type 2 diabetes: an update. Diabetes Care 2004; 27:1879-84. [PMID: 15277411 DOI: 10.2337/diacare.27.8.1879] [Citation(s) in RCA: 552] [Impact Index Per Article: 27.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
OBJECTIVE The aims of this study were to update previous estimates of the congestive heart failure (CHF) incidence rate in patients with type 2 diabetes, compare it with an age- and sex-matched nondiabetic group, and describe risk factors for developing CHF in diabetic patients over 6 years of follow-up. RESEARCH DESIGN AND METHODS We performed a retrospective cohort study of 8,231 patients with type 2 diabetes and 8,845 nondiabetic patients of similar age and sex who did not have CHF as of 1 January 1997, following them for up to 72 months to estimate the CHF incidence rate. In the diabetic cohort, we constructed a Cox regression model to identify risk factors for CHF development. RESULTS Patients with diabetes were much more likely to develop CHF than patients without diabetes (incidence rate 30.9 vs. 12.4 cases per 1,000 person-years, rate ratio 2.5, 95% CI 2.3-2.7). The difference in CHF development rates between persons with and without diabetes was much greater in younger age-groups. In addition to age and ischemic heart disease, poorer glycemic control (hazard ratio 1.32 per percentage point of HbA(1c)) and greater BMI (1.12 per 2.5 units of BMI) were important predictors of CHF development. CONCLUSIONS The CHF incidence rate in type 2 diabetes may be much greater than previously believed. Our multivariate results emphasize the importance of controlling modifiable risk factors for CHF, namely hyperglycemia, elevated blood pressure, and obesity. Younger patients may benefit most from risk factor modification.
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Affiliation(s)
- Gregory A Nichols
- Kaiser Permanente Center for Health Research, Portland, Oregon 97227-1098, USA.
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64
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Vora AC, Saleem TM, Polomano RC, Eddinger VL, Hollenbeak CS, Girdharry DT, Joshi R, Martin D, Gabbay RA. Improved Perioperative Glycemic Control by Continuous Insulin Infusion Under Supervision of an Endocrinologist Does Not Increase Costs in Patients with Diabetes. Endocr Pract 2004; 10:112-8. [PMID: 15256327 DOI: 10.4158/ep.10.2.112] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
OBJECTIVE To evaluate whether glycemic control can be improved perioperatively by implementing an insulin infusion protocol for patients with diabetes undergoing coronary artery bypass graft (CABG) surgery, without creating an additional financial burden. We also evaluated impact of such a protocol on hospital length of stay (LOS) and development of deep sternal wound infections (DSWI). METHODS We developed an insulin infusion glycemic control protocol (IGCP) under supervision and consultation of an endocrinologist. Outcomes of CABG surgery patients with diabetes receiving our IGCP (year 2000) were compared to those of a conventional group of patients with diabetes undergoing CABG prior to the use of the IGCP (year 1999). Cost analysis was performed on data from the hospital's cost accounting database, which included additional costs related to the IGCP. RESULTS The IGCP group (n=107) showed significantly better glycemic control (mean blood glucose level 183.5 mg/dl +/- SD 53.2 mg/dL; P<0.0001) than the conventional group (n = 81; mean blood glucose level 241.67 mg/dL +/- 75.93 mg/dL). Overall hospital costs were not significantly affected by the intervention. The IGCP group showed a trend toward shorter LOS (IGCP 6.34 days; conventional group 6.58 days) and a reduced rate of DSWI (IGCP 4.63%; conventional group 4.94%). CONCLUSIONS Glycemic control can be improved by implementation of IGCP with no significant additional health care costs. Endocrinologist involvement did not increase costs and improved glycemic management of CABG patients with diabetes.
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Affiliation(s)
- Amit C Vora
- Ambulatory Care Center, Wartburg, Tennessee, USA
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65
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Brandle M, Zhou H, Smith BRK, Marriott D, Burke R, Tabaei BP, Brown MB, Herman WH. The direct medical cost of type 2 diabetes. Diabetes Care 2003; 26:2300-4. [PMID: 12882852 DOI: 10.2337/diacare.26.8.2300] [Citation(s) in RCA: 197] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
OBJECTIVE To describe the direct medical costs associated with type 2 diabetes, as well as its treatments, complications, and comorbidities. RESEARCH DESIGN AND METHODS We studied a random sample of 1,364 subjects with type 2 diabetes who were members of a Michigan health maintenance organization. Demographic characteristics, duration of diabetes, diabetes treatments, glycemic control, complications, and comorbidities were assessed by surveys and medical chart reviews. Annual resource utilization and costs were assessed using health insurance claims. The log-transformed annual direct medical costs were fitted by multiple linear regression to indicator variables for demographics, treatments, glycemic control, complications, and comorbidities. RESULTS The median annual direct medical costs for subjects with diet-controlled type 2 diabetes, BMI 30 kg/m(2), and no microvascular, neuropathic, or cardiovascular complications were 1,700 dollars for white men and 2,100 dollars for white women. A 10-kg/m(2) increase in BMI, treatment with oral antidiabetic or antihypertensive agents, diabetic kidney disease, cerebrovascular disease, and peripheral vascular disease were each associated with 10-30% increases in cost. Insulin treatment, angina, and MI were each associated with 60-90% increases in cost. Dialysis was associated with an 11-fold increase in cost. CONCLUSIONS Insulin treatment and diabetes complications have a substantial impact on the direct medical costs of type 2 diabetes. The estimates presented in this model may be used to analyze the cost-effectiveness of interventions for type 2 diabetes.
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Affiliation(s)
- Michael Brandle
- Division of Endocrinology & Metabolism, Department of Internal Medicine, University of Michigan, Ann Arbor, USA
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Abstract
The incidence of diabetes has reached epidemic proportions across the world. In patients with diabetes, there is a two to four times increased risk of developing coronary artery disease (CAD). Diabetes seems to eliminate the protective benefits of hormones in women against CAD. Patients with type II diabetes also have hypertension, dyslipidemia, obesity, endothelial dysfunction and prothrombotic factors, called 'the metabolic syndrome'. Not only the incidence of CAD is higher in diabetes, the mortality of the diabetic patients after a cardiac event is significantly increased as compared to non-diabetics, including sudden death. Although in the past 35 years there has been a decline in the rate of death due to CAD in the general population, this has not been seen among patients with diabetes. Primary prevention can play an important role in decreasing the incidence of CAD in diabetic patients. Aggressive treatment of hyperlipidemia and hypertension is essential. Recent knowledge about the protective effects of aspirin, statins, angiotension converting enzyme inhibitors, and glitazones in the diabetic patients, if used appropriately will go a long way in primary and secondary prevention of CAD in patients with diabetes.
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Affiliation(s)
- Jaffar Ali Raza
- Section of Cardiology, Department of Medicine, The Brody School of Medicine, East Carolina University, Greenville, NC 27834-4354, USA
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67
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Affiliation(s)
- Mayer B Davidson
- Clinical Trials Unit, Charles R. Drew University, Los Angeles, California 90059, USA.
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Egede LE. Lifestyle modification to improve blood pressure control in individuals with diabetes: is physician advice effective? Diabetes Care 2003; 26:602-7. [PMID: 12610008 DOI: 10.2337/diacare.26.3.602] [Citation(s) in RCA: 36] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
OBJECTIVE To determine the effectiveness of physician advice on hypertension-related lifestyle modification in individuals with diabetes. RESEARCH DESIGN AND METHODS Data on adults with one or more physician visit in the 1998 National Health Interview Survey (NHIS) were analyzed (diabetes, n = 1609; no diabetes, n = 19672). The proportion with hypertension who received physician advice to lose weight, increase physical activity, or take antihypertensive medications and the proportion who reported adhering to advice were compared by diabetes status. Logistic regression was used to identify factors associated with receipt of physician advice and adherence to advice by diabetes status controlling for covariates. Then, logistic regression was also used to determine the extent to which patient adherence among people with diabetes differed by age, sex, and race/ethnicity, controlling for other covariates. STATA statistical software was used for all analyses to account for the complex survey design of NHIS. RESULTS Controlling for covariates, individuals with diabetes were more likely to receive advice (odds ratio [OR] 1.94 for weight loss, 1.99 for exercise, and 2.16 for medications). Adherence was more likely in individuals with diabetes (OR 1.40 for losing weight and 2.16 for taking medications). Adherence in people with diabetes did not differ by sex or race/ethnicity. Subjects 18-44 years old were least likely to report losing weight (OR 0.15) or taking medications (0.31) compared with subjects >or=65 years old. CONCLUSIONS Physician advice appears effective at changing hypertension-related lifestyles in people with diabetes regardless of sex or race/ethnicity. However, advice on increasing physical activity does not seem as effective.
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Affiliation(s)
- Leonard E Egede
- Department of Medicine, Medical University of South Carolina, Charleston, South Carolina 29425, USA.
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Nichols-English GJ, Provost M, Koompalum D, Chen H, Athar M. Strategies for Pharmacists in the Implementation of Diabetes Mellitus Management Programs. ACTA ACUST UNITED AC 2002. [DOI: 10.2165/00115677-200210120-00005] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
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