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Updated: Jun 28, 2025

A Novel Digital Platform for a Monitored Home-based Cardiac Rehabilitation Program
Published on: April 19, 2019
Applying Exercise Capacity and Physical Activity as Single vs Composite Endpoints for Trials of Cardiac
Anna Eleonora Carrozzo1, Veronique Cornelissen2, Arne C Bathke3
1Ludwig Boltzmann Institute for Digital Health and Prevention, Salzburg, Austria.
A new composite endpoint combining exercise capacity and physical activity may improve statistical efficiency in cardiac rehabilitation trials. This composite endpoint (CE) can reduce sample size needs, but its application depends on baseline data and intervention goals.
Area of Science:
- Cardiology
- Clinical Trials
- Rehabilitation Medicine
Background:
- Cardiac rehabilitation (CR) interventions aim to improve patient outcomes.
- Exercise capacity and physical activity are key indicators for reduced mortality in cardiac patients.
- Current primary endpoints in CR trials may not fully capture treatment effects.
Purpose of the Study:
- To develop a composite primary endpoint (CE) for exercise-based CR randomized controlled trials (RCTs).
- To assess the statistical efficiency and sample size requirements of this novel CE.
- To explore the application of the CE in parallel-group RCTs.
Main Methods:
- A composite endpoint was conceptualized by combining exercise capacity and physical activity measures.
- Statistical exploration of sample size requirements was conducted.
- Sample size needs for the CE were compared against single endpoints using data from two CR trials.
Main Results:
- The CE combines dichotomous measures of achieved exercise capacity and physical activity.
- Depending on baseline proportions and intervention aims, the CE can either increase or decrease required sample sizes.
- Reductions in sample size of up to 55% or 70% were observed in specific scenarios.
Conclusions:
- The composite endpoint offers a potential strategy to optimize sample size in exercise-based CR trials.
- Trialists should carefully consider baseline characteristics and intervention goals when implementing the CE.
- The CE's utility in reducing sample size is context-dependent, requiring careful evaluation.
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