D-WISE: Diabetes Web-Centric Information and Support Environment: conceptual specification and proposed evaluation

Area of Science:

• Health Informatics
• Digital Health
• Diabetes Management

Background:

• Effective diabetes self-management is crucial for patient outcomes.
• Physicians require tools to integrate clinical guidelines and behavioral change strategies.
• Patient engagement in self-management is enhanced by accessible, personalized digital tools.

Purpose of the Study:

• To develop and evaluate the Diabetes Web-Centric Information and Support Environment (D-WISE).
• D-WISE aims to provide physicians with a decision-support system for evidence-based diabetes care.
• To offer patients a mobile application for personalized diabetes self-management.

Main Methods:

• A knowledge management approach was used, translating clinical guidelines and behavior-change models into computerized tools.
• Physician decision-support tools incorporate readiness assessments and motivation-enhancement interventions.
• A mobile application delivers personalized educational and motivational messages to patients.

Main Results:

• A physician decision-support tool has been developed and its usability assessed.
• The development process integrated knowledge modeling, a diabetes management ontology, and logic-based reasoning algorithms.
• The system facilitates personalized diabetes management recommendations and behavior-change strategies.

Conclusions:

• D-WISE is designed to support physicians in delivering evidence-informed, personalized diabetes care.
• The patient-facing mobile application aims to empower individuals in self-managing their condition.
• Future pilot studies will evaluate the usability and impact of D-WISE interventions on patient behavior and diabetes control.