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Updated: Jul 3, 2026

A Novel Digital Platform for a Monitored Home-based Cardiac Rehabilitation Program
Published on: April 19, 2019
Engagement With Mobile Health Cardiac Rehabilitation Varies Widely Among Older Adults With Ischemic Heart Disease
Claire Graves1, Antoinette Schoenthaler, Greg Sweeney
1Author Affiliations: Department of Medicine, Columbia University Irving Medical Center, New York City, New York (Dr Graves); New York University Grossman School of Medicine, New York City, New York (Dr Schoenthaler, Dr Sweeney, Ms Meng, Dr Grant, Dr Whiteson, Dr Marzo, Dr Troxel, Dr Adhikari, and Dr Dodson); Icahn School of Medicine at Mount Sinai, New York City, New York (Ms Johanek); New York University Long Island School of Medicine, Long Island, New York (Dr George); and University of Massachusetts Medical School, Worcester, Massachusetts (Dr Kovell).
Purpose:
Mobile health cardiac rehabilitation may improve access to care among older adults with ischemic heart disease, but engagement remains poorly understood. We analyzed weekly engagement data from the RESILIENT (Rehabilitation Using Mobile Health for Older Adults with Ischemic Heart Disease in the Home Setting) trial, a large, randomized trial of mobile health cardiac rehabilitation in older adults conducted in the United States.
Methods:
Data from 298 intervention participants were analyzed. Weekly engagement was scored from 0 to 11 based on exercise entry (7 points), communication with exercise therapist (2 points), video viewing (1 point), and blood pressure measurement (1 point). Latent class analysis identified digital engagement phenotypes. Participant characteristics were compared, and multivariable logistic regression identified factors associated with phenotype membership.
Results:
Median age was 71.0 years, 28% were women, 23% were non-White, and 62% were enrolled after elective percutaneous coronary intervention. Latent class analysis identified 3 phenotypes: persistently low (n = 81), intermediate declining (n = 93), and persistently high (n = 124). Participants with persistently low engagement were more likely to be non-White (48% vs 12% vs 15%, P < .001), Medicaid enrolled (22% vs 8% vs 7%, P = .001), have less than high school education (16% vs 4% vs 3%, P < .001), have frailty phenotype (28% vs 10% vs 7%, P < .001), and have a greater mean number of comorbidities (3.1 vs 3.0 vs 2.6; P = .012). After adjustment, non-White race and frailty remained independently associated with low engagement. Improvement in 6-minute walk test distance varied: 20.8 m (low), 29.7 m (intermediate), and 54.5 m (high) (P = .003).
Conclusions:
Three distinct digital engagement phenotypes emerged. Persistently low engagement was more common among non-White and frail participants, underscoring ongoing disparities despite efforts to overcome the digital divide.
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