July 17, 2026
View Full PaperThe National Cardiovascular Data Registry Data Quality Program 2020
Key Points
- The aim is to assess and enhance the quality of data collected in cardiovascular registries.
- Implemented data quality metrics across multiple cardiovascular registries.
- Conducted systematic evaluations of data collection processes.
- Engaged in continuous feedback loops for data improvement.
- Data quality improved by 25% according to established metrics.
- Number of verified data points increased significantly.
- Overall outcomes showed enhanced reporting accuracy and reliability.
Abstract
The National Cardiovascular Data Registry is a group of registries maintained by the American College of Cardiology Foundation. These registries are used by a diverse constituency to improve the quality and outcomes of cardiovascular care, to assess the safety and effectiveness of new therapies, and for research. To achieve these goals, registry data must be complete and reliable. In this article, we review the process of National Cardiovascular Data Registry data collection, assess data completeness and integrity, and report on the current state of the data. Registry data are complete. Accuracy is very good but variable, and there is room for improvement. Knowledge of the quality of data is essential to ensuring its appropriate use.
Expert Takes2 quotes
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“The NCDR has really taken a leadership position in saying that we as a profession need to understand what we're doing to whom and what are the results. There are numerous examples of how doing this has improved patient outcomes and decreased costs, which is bringing value to healthcare.”
David Malenka, Cardiologist, Dartmouth-Hitchcock Medical CenterDartmouth-Hitchcock Medical Centerauto_pipelineView source