To pump or not to pump

Performance assessment of a closed-loop system for diabetes management

Telemedicine systems can play an important role in the management of diabetes, a chronic condition that is increasing worldwide. Evaluations on the consistency of information across these systems and on their performance in a real situation are still missing. This paper presents a remote monitoring system for diabetes management based on physiological sensors, mobile technologies and patient/doctor applications over a service-oriented architecture that has been evaluated in an international trial (83,905 operation records). The proposed system integrates three types of running environments and data engines in a single service-oriented architecture. This feature is used to assess key performance indicators comparing them with other type of architectures. Data sustainability across the applications has been evaluated showing better outcomes for full integrated sensors. At the same time, runtime performance of clients has been assessed spotting no differences regarding the operative environment.

Architecture of a wireless Personal Assistant for telemedical diabetes care

PURPOSE

Advanced information technologies joined to the increasing use of continuous medical devices for monitoring and treatment, have made possible the definition of a new telemedical diabetes care scenario based on a hand-held Personal Assistant (PA). This paper describes the architecture, functionality and implementation of the PA, which communicates different medical devices in a personal wireless network.

DESCRIPTION OF THE SYSTEM

The PA is a mobile system for patients with diabetes connected to a telemedical center. The software design follows a modular approach to make the integration of medical devices or new functionalities independent from the rest of its components. Physicians can remotely control medical devices from the telemedicine server through the integration of the Common Object Request Broker Architecture (CORBA) and mobile GPRS communications. Data about PA modules' usage and patients' behavior evaluation come from a pervasive tracing system implemented into the PA.

RESULTS AND DISCUSSION

The PA architecture has been technically validated with commercially available medical devices during a clinical experiment for ambulatory monitoring and expert feedback through telemedicine. The clinical experiment has allowed defining patients' patterns of usage and preferred scenarios and it has proved the Personal Assistant's feasibility. The patients showed high acceptability and interest in the system as recorded in the usability and utility questionnaires. Future work will be devoted to the validation of the system with automatic control strategies from the telemedical center as well as with closed-loop control algorithms.

Perceptions of psychosocial factors and the insulin pump

OBJECTIVE

The purpose of this study was to identify psychosocial issues related to diabetes, approaches to self-care, self-perceptions, and social interactions among insulin pump users with type 1 diabetes.

RESEARCH DESIGN AND METHODS

Adult insulin pump users participated in focus groups loosely formed on the basis of A1C level. Transcripts of focus group meetings were coded into themes by five reviewers using NVivo2 qualitative software.

RESULTS

Thirty adults with long-term diabetes participated in five focus groups: two with low mean +/-SD A1C (6.8 +/- 0.4%), one with mid A1C (7.80 +/- 0.3%), and two with high A1C (9.1 +/- 0.5%). Three major themes were identified: impact on diabetes self-care, emotional reactions to the insulin pump, body image, and social acceptance. Participants who described the pump as a tool to meet glycemic goals also described a more active approach to diabetes and had better glycemic control; those who discussed the pump as a panacea described more passive self-care and had poorer glycemic control. Low A1C groups reported that starting the insulin pump reminded them of feelings they experienced at their initial diabetes diagnosis, whereas the high A1C groups did not report these feelings. Women were more concerned than men about body image and social acceptance with pump use.

CONCLUSIONS

Active participation in self-care, realistic expectations of pump use, and emotional recall of diabetes diagnosis were associated with better glycemic control. Interventions to improve diabetes management with pump use should include evaluation and discussion of active versus passive approaches to self-care, recall of diabetes diagnosis, expectations of the pump, and pump-related self-consciousness and body image concerns. The roles of these factors in optimal diabetes management warrant further investigation.