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Updated: Aug 20, 2025

A Novel Digital Platform for a Monitored Home-based Cardiac Rehabilitation Program
Published on: April 19, 2019
Design, rationale, and baseline characteristics of a randomized controlled trial evaluating a mobile relational agent
Andrew D Althouse1, Kaleab Z Abebe1, Michael K Paasche-Orlow2
1Center for Clinical Trials & Data Coordination, Division of General Internal Medicine, University of Pittsburgh School of Medicine, United States of America.
Abstract:
Atrial fibrillation (AF) is a chronic cardiovascular disease that frequently causes disruptive symptoms, adverse outcomes, and poor health-related quality of life (HRQoL). We have developed a mobile health application for individuals with AF which provides a longitudinal, patient-centered program to improve self-care. The defining feature of the application is the use of a relational agent, which uses synthetic speech accompanied by animation to provide health education, empathic counseling, and monitoring. In the present manuscript we present the design, rationale, and baseline characteristics of participants enrolled in "A Mobile Relational Agent to Enhance Atrial Fibrillation Self-Care Trial," a randomized trial testing the effectiveness the application for urban-dwelling individuals with AF being treated with oral anticoagulation for prevention of thromboembolic ischemic stroke. This is a single-center, parallel-arm randomized trial that assigned patients to the novel application (relational agent) versus a control intervention (WebMD). This ongoing RCT aims to determine the effect of the mobile health application on: (1) anticoagulation adherence; (2) patient-centered outcomes (quality of life and symptoms); and (3) health care utilization. The primary outcome, anticoagulation adherence, will be measured using the proportion of days covered (PDC). The study completed enrollment on April 1, 2022 (final enrollment n = 243 participants) with expected completion date of April 2023. (http://clinicaltrials.gov registration NCT04075994).
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