ArticleJournal of the American College of Cardiology2016
The Supply and Demand of the Cardiovascular Workforce: Striking the Right Balance.
Article in Journal of the American College of Cardiology, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 39 papers.
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
39 citing papers in PubMed.
- Assessing Supply, Demand, and Adequacy of Cardiologists in the United States: Projecting a National Shortage.Journal of the American Heart Association · 2026Article
- The Growing Concern of Unfilled Interventional Cardiology Fellowships: Causes, Trends, and the Path Forward.Journal of the Society for Cardiovascular Angiography & Interventions · 2026Article
- The need for equity in interventional cardiology care in sub-Saharan Africa.Frontiers in cardiovascular medicine · 2026Article
- Applying the unattainable triangle in cardio-oncology care: Balancing cost, quality, and time.Oncotarget · 2025Review
- MICRORNA-146B TARGETS HIF-1Α AND ATTENUATES CARDIOMYOCYTE APOPTOSIS AND FIBROSIS IN DOXORUBICIN-INDUCED HEART FAILURE.Shock (Augusta, Ga.) · 2025Article
- Quantification of left ventricular mass in multiple views of echocardiograms using model-agnostic meta learning in a few-shot setting.PeerJ. Computer science · 2025Article
- Artificial intelligence in heart failure - a comprehensive literature review.Cardiology journal · 2025Review
- Tackling Cardiovascular Care Deserts in Romania: Expanding Population Access in Underserved Areas.Healthcare (Basel, Switzerland) · 2024Article
- Cohort profile: AI-driven national Platform for CCTA for clinicaL and industriaL applicatiOns (APOLLO).BMJ open · 2024Article
- An Artificial Intelligence-Based Automated Echocardiographic Analysis: Enhancing Efficiency and Prognostic Evaluation in Patients With Revascularized STEMI.Korean circulation journal · 2024Article
- Article
- Estimation of Supply and Demand for Cardiologists in Korea.Korean circulation journal · 2024Review
- Shifting tides in cardiology fellowship: an analysis of trends and the virtual interview revolution, 2017 to 2021.Proceedings (Baylor University. Medical Center) · 2024Article
- County-Level Cardiologist Density and Mortality in the United States.Journal of the American Heart Association · 2023Article
- Challenges and opportunities for early career medical professionals in cardiovascular magnetic resonance (CMR) imaging: a white paper from the Society for Cardiovascular Magnetic Resonance.Journal of cardiovascular magnetic resonance : official journal of the Society for Cardiovascular Magnetic Resonance · 2023Review
- Assessing the condition of percutaneous coronary intervention services in Africa: challenges and prospects for advancement - a review.Annals of medicine and surgery (2012) · 2023Article
- Exploring the Potential of Artificial Intelligence in Pediatric Echocardiography-Preliminary Results from the First Pediatric Study Using AI Software Developed for Adults.Journal of clinical medicine · 2023Article
- Match Outcomes for Cardiovascular Disease Fellowship Training: 2010 to 2021.Journal of the American Heart Association · 2022Article
- A roadmap of strategies to support cardiovascular researchers: from policy to practice.Nature reviews. Cardiology · 2022Review
- Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
8 authors.
Funding
Abstract
As the burden of cardiovascular disease in the United States continues to increase, uncertainty remains on how well-equipped the cardiovascular workforce is to meet the challenges that lie ahead. In a time when health care is rapidly shifting, numerous factors affect the supply and demand of the cardiovascular workforce. This Council Commentary critically examines several factors that influence the cardiovascular workforce. These include current workforce demographics and projections, evolving health care and practice environments, and the increasing burden of cardiovascular disease. Finally, we propose 3 strategies to optimize the workforce. These focus on cardiovascular disease prevention, the effective utilization of the cardiovascular care team, and alterations to the training pathway for cardiologists.
Indexed as
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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.