The overall costs for patients with type 2 diabetes are higher than expected from previous estimates. Diabetes related complications and concomitant diseases are the predominant reasons for these high costs. Control of blood glucose is inadequate for the majority of diabetic patients. To prevent long-term complications, an optimized treatment of type 2 diabetes is imperative not only from a medical but also from a health economics point of view.

In this study, prevalence and incidence of complications as well as co-morbidity in type 2 diabetes patients in Germany were evaluated as part of a cost-of-illness study (CODE-2(TM), Costs of Diabetes in Europe - Type 2)In a pre-study, 197 general practitioners and diabetes specialists all over Germany provided data on the complication status of 2701 randomly selected patients with type 2 diabetes. The patients were grouped into five mutually exclusive strata. This pre-study was performed to generate a general overview on complication status to select proper patients for the main study. The main study was performed on stratified samples derived from the pre-study. Irrespective of the real prevalence of the five strata, an equal number of 160 were randomly selected from each stratum. Thus, rare complications were also covered in the study. Data from 809 patients were collected retrospectively on the basis of medical files during interviews with the physician. To achieve representative estimates of absolute prevalence and incidence of diabetes-related complications in Germany, results were weighted using frequencies of the strata. Severe complications were diagnosed in 50% of these patients. Prevalences were: 10.56% myocardial infarction, 6.66% stroke, 3.97% foot ulcer, 2.30% amputations and 1.34% blindness. Overall incidences in the diabetes population were estimated at 0.78% myocardial infarction, 1.28% stroke and 0.80% amputations. 23% of the diabetes patients suffered from 2 or more complications. The complication status became considerably worse with increasing time since the diagnosis of diabetes. The mean HbA1c level was 7.51% (i.e. 122% of the upper limit of the respective normal ranges). The presence of complications and co-morbidity in type 2 diabetes patients was a frequent finding. This underlines the importance of complications in diabetes patients and the necessity to increase any means of prevention in order to relieve the personal and economic burden of type 2 diabetes.

This study is the first comprehensive study to provide estimates of costs associated with DR in Germany. These costs were estimated to account for approximately 1.5% of the total health-care expenditure in 2002.

Zusammenfassung AbstractThe present cost-of-illness study is focused on the costs of COPD in Germany. In a pre-study, data on 814 randomly selected patients were collected to achieve reliable figures for the distribution of COPD severity grades and the frequencies of exacerbations. The main study was performed on 321 randomly selected patients from the pre-study. Data on resource use were collected in a face-to-face interview with the respective physicians using the patient records as a basis. Costs associated with resource consumption were weighted with the frequencies of COPD severity grades as assessed in the pre-study to determine the costs of COPD. Annual COPD-related costs per patient were € 3,027 from the societal perspective. Main cost components were hospitalisations (26 %), medication (23 %) and early retirement (17 %). Annual COPD-related costs from the perspective of the German health insurance system (GKV) were € 1,944 per patient.

Structural equation modeling (SEM) has been widely used in psychology and sociology for testing validity of measurement instruments. However, this statistical technique has so far played minor role in quality-of-life research. The main objective of this paper is to demonstrate the potential of SEM for constructing and testing the validity of a Subjective Well-being under Neuroleptics (SWN) index for patients with schizophrenia. For these purposes, data from the GEO study (Gesundheitsökonomische Evaluation von Olanzapin in Deutschland; Health economics study of olanzapine in the treatment of schizophrenia in Germany) were used. The GEO is a prospective, comparative, noninterventional, observational study. A total of 646 participants treated with either olanzapine (n = 416) or haloperidol (n = 230) were enrolled in the study; 360 patients were available for factor analyses. The short (20-item) form of the SWN scale was administered to assess patients' perspectives on their quality of life. The structural equation models (SEMs) were then applied to construct 5- and 10-item indexes based on SWN. The data indicate that the 5-item index is the most time-saving approach for evaluating perceptions of well-being (and thus, quality of life) among patients with schizophrenia. The application of SEM showed no appreciable loss of validity of this index.

This analysis demonstrates the huge financial expenditure for managing specific diabetes-related complications and long-term effects. In order to reduce total costs, the focus should turn to early prevention of complications. Targeted intervention studies will have to prove that an initial increase in treatment costs due to preventive measures can be more than compensated by savings occurring from prevention of complications.

Bootstrap CIs are remarkably narrow. Combining a weighted stratification with bootstrap estimation is an appropriate method for analyzing the weighted average of highly variable and skewed parameters such as costs of diabetes.

No abstract