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1.
Nutr Metab Cardiovasc Dis ; 24(7): 717-24, 2014 Jul.
Article in English | MEDLINE | ID: mdl-24598600

ABSTRACT

BACKGROUNDS AND AIMS: To compare direct costs of four different care models and health outcomes in adults with type 2 diabetes. METHODS AND RESULTS: We used multiple independent data sources to identify 25,570 adults with type 2 diabetes residing in Turin, Italy, as of 1 July 2003. Data extracted from administrative data databases were used to create four care models ranging in organization from highly structured care (integrated primary and specialist care) to progressively less structured care (unstructured care). Regression analyses, adjusted for main confounders, were applied to examine the differences between the models in direct costs, mortality, and diabetes-related hospitalizations rates over a 4-year period. In patients managed according to the unstructured care model (i.e., usual care by a primary care provider and without strict guidelines adherence), excess of all-cause mortality was 84% and 4-year direct cost was 8% higher than in those managed according to the highly structured care model. Cost ratio analysis revealed that the major cost driver in the unstructured care model was hospital admissions, which were 31% higher than the rate calculated for the more structured care models. In contrast, spending on prescription medications and specialist consultations was higher in the highly structured care model. CONCLUSION: A diabetes care model that integrates primary and specialty care, together with practices that adhere to guideline recommendations, was associated with a reduction in all-cause mortality and hospitalizations, as compared with less structured models, without increasing direct health costs.


Subject(s)
Diabetes Mellitus, Type 2/drug therapy , Diabetes Mellitus, Type 2/economics , Health Care Costs/standards , Hypoglycemic Agents/economics , Adult , Aged , Aged, 80 and over , Costs and Cost Analysis , Databases, Factual , Female , Hospitalization/economics , Humans , Hypoglycemic Agents/therapeutic use , Italy , Male , Middle Aged , Treatment Outcome
2.
Nutr Metab Cardiovasc Dis ; 22(8): 684-90, 2012 Aug.
Article in English | MEDLINE | ID: mdl-21907553

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.


Subject(s)
Diabetes Mellitus/drug therapy , Diabetes Mellitus/economics , Health Care Costs , Health Expenditures , Hypoglycemic Agents/economics , Hypoglycemic Agents/therapeutic use , Adult , Age Factors , Aged , Ambulatory Care/economics , Diabetes Mellitus/epidemiology , Drug Costs , Drug Prescriptions , Emergency Medical Services/economics , Female , Hospitalization/economics , Humans , Italy/epidemiology , Male , Medical Record Linkage , Middle Aged , Models, Economic , Patient Discharge , Registries , Time Factors , Treatment Outcome
3.
Diabetes Res Clin Pract ; 92(2): 205-12, 2011 May.
Article in English | MEDLINE | ID: mdl-21377751

ABSTRACT

AIMS: We investigated if diabetes modifies the effect of the association of education with mortality and incidence of cardiovascular diseases. METHODS: We identified 44,889 diabetics using multiple data sources. They were followed up from January 2002 up to December 2005, and their mortality, incidence of myocardial infarction and stroke, by educational level were analysed, and compared with those of the local non-diabetic population. RESULTS: The all-cause Standardized Mortality Ratios among diabetics, compared with non-diabetics, were 170 for men and 175 for women. Standardized Incidence Ratios were 199 for myocardial infarction, and 183 for stroke in men and, respectively, 281, and 179 in women. Among non-diabetics there was a clear inverse relation with educational level for all outcomes, whereas among diabetics no significant social difference in incidence was found; slight social differences in mortality were present among men, but not among women. The effect of diabetes on social differences was enhanced in the youngest population. CONCLUSIONS: Diabetes increases the risk of death and the incidence of vascular diseases, but reduces their inverse association with education. This is likely related to the high accessibility and good quality of health care provided by the local networks of diabetic centres and primary care.


Subject(s)
Cardiovascular Diseases/epidemiology , Cardiovascular Diseases/mortality , Diabetes Mellitus/epidemiology , Diabetes Mellitus/physiopathology , Educational Status , Adult , Aged , Cities/epidemiology , Diabetes Mellitus/mortality , Female , Humans , Italy/epidemiology , Male , Middle Aged , Myocardial Infarction/epidemiology , Myocardial Infarction/mortality , Young Adult
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