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A Novel Digital Platform for a Monitored Home-based Cardiac Rehabilitation Program
Published on: April 19, 2019
Cascade of Cardiac Rehabilitation Referral, Enrollment, and Completion and Its Major Predictors in a Large Hospital
Lena Mathews1,2,3,4, Siyu Zou5,4, Lisa R Yanek6
1Division of Cardiology (Drs Mathews, Blumenthal, Stewart, Ndumele, and Matsushita), Johns Hopkins University, Baltimore, Maryland.
Insights
Cardiac rehabilitation (CR) is underused, with significant gaps in referral, enrollment, and completion. Identifying demographic and system factors hindering CR use is crucial for improving secondary prevention strategies.
Area of Science:
- Cardiology
- Public Health
- Health Services Research
Background:
- Cardiac rehabilitation (CR) is a vital secondary prevention strategy for patients with cardiac events.
- Despite its proven benefits, CR remains significantly underutilized in clinical practice.
- Understanding implementation gaps is essential for optimizing patient outcomes.
Purpose of the Study:
- To identify specific points in the CR care cascade where implementation gaps occur.
- To examine demographic and health system characteristics associated with CR utilization.
- To inform strategies for increasing CR referral, enrollment, and completion.
Main Methods:
- Analysis of electronic health records from a large academic health system (2017-2019).
- Inclusion of adult patients hospitalized with a cardiac event requiring CR.
- Use of mixed-effects logistic regression to assess factors associated with CR referral, enrollment, and completion.
Main Results:
- Only 25% of eligible patients were referred to CR, with 29% enrolling and 21% completing the program.
- Lower CR utilization was associated with Black race, female sex, and discharge from non-cardiology services.
- Post-discharge cardiology follow-up visits were linked to higher CR referral rates.
Conclusions:
- Significant bottlenecks exist at each stage of the CR care cascade, particularly at completion.
- Demographic and health system factors contribute to disparities in CR utilization.
- Targeted interventions addressing these identified barriers are needed to enhance CR adoption and effectiveness.
Purpose:
Cardiac rehabilitation (CR) is an effective but underused secondary prevention strategy. We evaluated where the relative gap in the implementation of CR occurs and characteristics related to CR utilization.
Methods:
We analyzed electronic health records from a large academic health system (2017-2019). We included patients aged ≥18 years, hospitalized with a cardiac event, with an indication for CR. We evaluated crude proportions and used mixed-effects logistic regression to examine the association of characteristics with referral, enrollment (≥1 session), and completion (≥36 sessions), accounting for multiple admissions.
Results:
Among 4084 patient encounters (mean age: 65.3 ± 14.6 years, 45% female, and 42% Black), 25% were referred, 29% of those referred, enrolled, and 21% of those enrolled, completed CR. We identified characteristics associated with lower CR referral, for example, Black patients (OR = 0.64: 95% CI, 0.50-0.80), female patients (OR = 0.68: 95% CI, 0.56-0.83), and discharge from noncardiology services (eg, OR = 0.07: 95% CI, 0.05-0.10 for general medicine). Post-discharge outpatient visits were associated with higher CR referrals (eg, OR = 1.94: 95% CI, 1.56-2.41 for cardiology follow-up visits). The pattern was largely similar for enrollment and completion, except for higher enrollment for cardiac surgery and lower enrollment for lower-income patients.
Conclusions:
In the CR care cascade, significant bottlenecks exist at each step, with the narrowest bottleneck noted at the completion stage. We also identified demographic and health system characteristics related to lower CR utilization, which can guide system- and individual-level efforts to promote CR use.
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