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Development and implementation of the National Heart, Lung, and Blood Institute COVID-19 common data elements
Alexandra Weissman1, Alex Cheng2, Alex Mainor2
1Department of Emergency Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA.
The National Heart, Lung, and Blood Institute developed COVID-19 Common Data Elements (CDEs) to standardize clinical research data. These CDEs facilitate data pooling and analysis for better understanding of the pandemic.
Area of Science:
- Medical Research
- Clinical Trials
- Data Standardization
Background:
- The rapid onset of Coronavirus Disease 2019 (COVID-19) led to swift clinical research, initially lacking standardized data collection.
- This lack of standardization hindered the potential for pooling data from various studies.
- The National Heart, Lung, and Blood Institute (NHLBI) initiated efforts to address this data harmonization gap.
Purpose of the Study:
- To develop a concise set of Common Data Elements (CDEs) for COVID-19 clinical research.
- To facilitate data standardization and pooling across emerging studies.
- To support regulatory submission and data sharing.
Main Methods:
- An iterative development approach guided by three principles: leveraging existing multi-center COVID-19 trials, incorporating existing data standards, and aligning with standards for data sharing and regulatory submission.
- Rapid implementation of CDEs in NHLBI-funded studies.
- Iterative refinement of CDEs based on feedback from study teams.
Main Results:
- The NHLBI COVID-19 CDEs are publicly available and currently utilized in COVID-19 clinical trials.
- CDEs are organized into domains and prioritized using a three-tiered system.
- The CDE manual, data dictionary, and implementation guidance are accessible online.
Conclusions:
- The developed CDEs aid data harmonization, enabling pooled analyses for COVID-19 research.
- The guiding principles facilitated focused development and adaptation to evolving COVID-19 knowledge.
- The CDEs have the potential for generalization to other acute respiratory illnesses.
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