ArticleCirculation2018
Geographic Variation in Cardiac Rehabilitation Participation in Medicare and Veterans Affairs Populations: Opportunity for Improvement.
Article in Circulation, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 86 papers, 5 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
86 citing papers in PubMed, 5 syntheses or guidelines pooled it, 153 citations in OpenAlex.
- Pooled it
- Home-based versus centre-based cardiac rehabilitation.The Cochrane database of systematic reviews · 2023Pooled it
- Home-Based Cardiac Rehabilitation: A Scientific Statement From the American Association of Cardiovascular and Pulmonary Rehabilitation, the American Heart Association, and the American College of Cardiology.Journal of the American College of Cardiology · 2019Guideline
- Interventions to promote patient utilisation of cardiac rehabilitation.The Cochrane database of systematic reviews · 2019Pooled it
- The Effect of Exercise-Based Cardiac Rehabilitation on Objectively Measured Physical Activity and Sedentary Behavior: A Systematic Review and Meta-analysis.Journal of primary care & community healthPooled it
- Digital Therapeutics-Based Cardio-Oncology Rehabilitation for Lung Cancer Survivors: Randomized Controlled Trial.JMIR mHealth and uHealth · 2025Trial
- A Dual-Modality Home-Based Cardiac Rehabilitation Program for Adults With Cardiovascular Disease: Single-Arm Remote Clinical Trial.JMIR mHealth and uHealth · 2024Trial
- Effects of Home-Based Cardiac Rehabilitation on Time to Enrollment and Functional Status in Patients With Ischemic Heart Disease.Journal of the American Heart Association · 2020Trial
- Clinical Implications of Physical Function and Resilience in Patients Undergoing Transcatheter Aortic Valve Replacement.Journal of the American Heart Association · 2020Trial
- Financial Incentives to Increase Cardiac Rehabilitation Participation Among Low-Socioeconomic Status Patients: A Randomized Clinical Trial.JACC. Heart failure · 2019Trial
- Comprehensive cardiac rehabilitation programme enhances outcomes among early survivors of acute coronary syndrome - A Nationwide registry analysis.Preventive medicine reports · 2026Article
- Stroke Recovery Program Incorporating Moderate-Intensity Aerobic Exercise Provides Sustained Improvement of Function: A 1-Year Follow-Up Study.Archives of rehabilitation research and clinical translation · 2026Article
- Cardiac Rehabilitation Utilization Among Veterans: A Sex-Based Analysis.JACC. Advances · 2026Article
- Enhancing cardiac rehabilitation adherence through home-based rehabilitation and behavioral nudges: The ERA nudge study design and rationale.American heart journal · 2025Article
- Traditional and Virtual Cardiac Rehabilitation: Understanding the Changing Landscape of Cardiac Rehabilitation and the Implications on Patient Outcomes.Reviews in cardiovascular medicine · 2025Review
- Factors influencing cardiovascular patients to complete phase II cardiac rehabilitation - a qualitative study.BMC cardiovascular disorders · 2025Article
- Human-Centered Design to Tailor Telehealth Cardiac Rehabilitation to Diverse Populations: The MCNAIR Study.Journal of the American Heart Association · 2025Article
- Participation in a comprehensive cardiac rehabilitation program improves mid- and long-term prognosis in survivors of acute coronary syndrome.American journal of preventive cardiology · 2025Article
- Bridging the gap: examining healthcare providers' beliefs and recommendations in cardiac rehabilitation and the determinants of their practices in China.BMC health services research · 2025Article
- A century of cardiac rehabilitation research: Bibliometric review of publication history, keyword trends, and citations.NPJ cardiovascular health · 2025Article
26 more citing papers are in PubMed but not listed here.
Corrections and comments
- Commented on by
Authors and funding
6 authors at 3 institutions in 1 country.
Funding
Abstract
backgroundCardiac rehabilitation is strongly recommended after myocardial infarction, percutaneous coronary intervention, or coronary artery bypass surgery, but it is historically underused. We sought to evaluate variation in cardiac rehabilitation participation across the United States.
methodsFrom administrative data from the Veterans Affairs (VA) healthcare system and a 5% Medicare sample, we used International Classification of Diseases, 9th Revision codes to identify patients hospitalized for myocardial infarction, percutaneous coronary intervention, or coronary artery bypass surgery from 2007 to 2011. After excluding patients who died in ≤30 days of hospitalization, we calculated the percentage of patients who participated in ≥1 outpatient visits for cardiac rehabilitation during the 12 months after hospitalization. We estimated adjusted and standardized rates of participation in cardiac rehabilitation by state using hierarchical logistic regression models.
resultsOverall, participation in cardiac rehabilitation was 16.3% (23 403/143 756) in Medicare and 10.3% (9123/88 826) in VA. However, participation rates varied widely across states, ranging from 3.2% to 41.8% in Medicare and 1.2% to 47.6% in VA. Similar regional variation was observed in both populations. Patients in the West North Central region (Iowa, Kansas, Minnesota, Missouri, Nebraska, North Dakota, and South Dakota) had the highest participation, whereas those in the Pacific region (Alaska, California, Hawaii, Oregon, and Washington) had the lowest participation in both Medicare (33.7% versus 10.6%) and VA (16.6% versus 5.1%) populations. Significant hospital-level variation was also present, with participation ranging from 3% to 75% in Medicare and 1% to 43% in VA.
conclusionsCardiac rehabilitation participation remains low overall in both Medicare and VA populations. However, remarkably similar regional variation exists, with some regions and hospitals achieving high rates of participation in both populations. This provides an opportunity to identify best practices from higher performing hospitals and regions that could be used to improve cardiac rehabilitation participation in lower performing hospitals and regions.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.