Telemedicine-Based Behavioral Intervention to Improve Outcomes Among Diabetic Patients

Diabetes mellitus (DM) is one of the fastest-growing non-communicable diseases in Ethiopia, contributing significantly to premature morbidity, mortality, and healthcare costs. Despite national efforts to improve chronic disease management, diabetic patients in Ethiopia continue to experience suboptimal glycemic control, high rates of complications, inconsistent follow-up, and limited access to specialist care. Traditional face-to-face service delivery in tertiary hospitals is often constrained by long travel distances, overcrowded clinics, inadequate consultation time, and shortages of trained providers. All of these challenges hinder effective self-management support and timely monitoring.

Telemedicine has emerged globally as a promising strategy to bridge gaps in chronic disease management by enhancing continuity of care, enabling remote monitoring, improving patient engagement, and reducing unnecessary hospital visits. Evidence from various low- and middle-income countries shows that telemedicine-based diabetes care can improve glycemic outcomes, diabetes self-management behaviors (medication adherence, dietary adherence, and physical activity adherence), and patient satisfaction. However, in Ethiopia, the integration of telemedicine into routine chronic care is still in its infancy, and there is limited evidence on feasibility, fidelity, and effectiveness in resource-constrained tertiary hospital settings.

Tertiary hospitals in the Northwest Amhara region serve large catchment populations, where physical access is uneven and many patients face geographic, financial, and time-related barriers that hinder regular follow-up. At the same time, mobile phone ownership and digital literacy are rapidly improving, creating a favorable environment for telemedicine-supported diabetes care. There is a need for locally tailored, evidence-based telemedicine intervention guidelines that can standardize remote consultations, patient education, medication review, monitoring of clinical indicators, and follow-up protocols.

This intervention guideline tool was developed to support the implementation and fidelity monitoring of a structured telemedicine-based diabetes care model within the context of a quasi-experimental study. The guideline outlines standardized procedures for virtual consultations, patient assessment, documentation, and follow-up, ensuring consistent delivery of the intervention across participating tertiary hospitals. The guideline also provides a structured framework for evaluating fidelity, quality, and patient outcomes, enabling the investigators to determine whether the telemedicine intervention leads to measurable improvements in clinical, behavioral, and service-related outcomes.

Overall, the rationale for developing this guideline tool is to ensure high-quality, consistent, and replicable telemedicine implementation, strengthen evidence on digital health interventions for chronic care in Ethiopia, and generate context-specific insights that can inform national policy, scale-up decisions, and future digital health strategies.

A two-arm quasi-experimental study design with parallel groups and a 1:1 allocation ratio will be employed to evaluate the effect of telemedicine-based education on outcomes among patients with diabetes mellitus. The study setting will include two teaching hospitals in Northwest Amhara: the University of Gondar Comprehensive Specialized Hospital and Tibebe Ghion Comprehensive Specialized Hospital. The intervention group will receive telemedicine-based diabetes care in addition to standard care, while the control group will receive standard routine hospital follow-up only. The follow-up duration will be three months, and data will be collected at baseline and at three months.

• Medication Adherence [Time frame: The intervention will be delivered over a period of three months, with participants in the intervention group receiving 15-30 minute telephone counseling sessions every two weeks. Assessments will be done at baseline and end of intervention.]
• Hospital Admission [Time frame: baseline and three months]
• Diabetes Self-Care Practice [Time frame: The intervention will be delivered over a period of three months, with participants in the intervention group receiving 15-30 minute telephone counseling sessions every two weeks. Assessments will be done at baseline and end of intervention.]
• Diabetes Knowledge Score [Time frame: The intervention will be delivered over a period of three months, with participants in the intervention group receiving 15-30 minute telephone counseling sessions every two weeks. Assessments will be done at baseline and end of intervention.]