Related Experiment Video
Updated: Jul 4, 2025

A Metadata Extraction Approach for Clinical Case Reports to Enable Advanced Understanding of Biomedical Concepts
Published on: September 20, 2018
The Clinical Emergency Data Registry: Structure, Use, and Limitations for Research
Michelle P Lin1, Dhruv Sharma2, Arjun Venkatesh3
1Department of Emergency Medicine, Stanford University, Palo Alto, CA.
The Clinical Emergency Data Registry (CEDR) collects de-identified emergency department data for quality reporting. While valuable for research, limitations in data completeness and generalizability exist, with future improvements planned.
Area of Science:
- Health Informatics
- Emergency Medicine
- Data Science
Background:
- The Clinical Emergency Data Registry (CEDR) is a qualified clinical data registry.
- It collects data from US emergency departments (EDs) for quality measurement and reporting.
Purpose of the Study:
- To provide an overview of CEDR's data collection, validation, and structure.
- To explore opportunities and limitations for CEDR data in research.
- To detail the transition to the Emergency Medicine Data Institute.
Main Methods:
- Data are collected from diverse sources, including electronic health records and billing data.
- Data are de-identified and stored in a secure, centralized database.
- The data structure is organized around clinical episodes with standardized common data elements.
Main Results:
- CEDR data include patient demographics, clinical characteristics, procedures, and outcomes.
- Limitations include potential lack of generalizability and incomplete data for non-quality reporting elements.
- CEDR offers large-volume, longitudinal, near real-time clinical data for research.
Conclusions:
- CEDR has significant potential for emergency medicine research despite current limitations.
- The transition to the Emergency Medicine Data Institute aims to enhance data quality and completeness.
- Improved data will advance emergency care research and practice.
More Related Videos
Related Concept Videos
Methods of Documentation VII: EMR
Clinical Trials
There are four phases in a clinical trial. A phase one...
Hazard Ratio
For example, in a clinical trial...
Statistical Software for Data Analysis and Clinical Trials
Nursing Clinical Information System
A Nursing Clinical Information System (NCIS) is a specialized type of healthcare information system tailored to meet the unique needs of nursing practice. It incorporates the principles of nursing informatics to streamline information management and improve the quality of care delivery.
Critical attributes of NCIS include:
Study Designs in Epidemiology
Observational studies are those where the researcher does not intervene but rather observes natural variations. They include cross-sectional, cohort, and...

