Related Experiment Video
Updated: Nov 17, 2025

A Metadata Extraction Approach for Clinical Case Reports to Enable Advanced Understanding of Biomedical Concepts
Published on: September 20, 2018
A Framework for National Collaboration to Reduce Documentation Burden and Design for Usable and Reusable Data.
Jane Englebright1, Sarah Michel, David L Boyd
1Author Affiliations: Senior Vice President and Chief Nurse Executive (Dr Englebright), HCA Healthcare, Nashville, Tennessee; Director (Ms Michel), Research and Clinical Engagement, HealthTrust, Nashville, Tennessee; Regional Director, Nursing Informatics/Patient Care Services (Dr Boyd), Kaiser Permanente, Oakland, California; and Director, Digital User Experience, formally Manager Nursing Technology (Dr Hulett), Gundersen Health System, La Crosse, Wisconsin.
Nurse leaders developed national recommendations to improve electronic health record (EHR) data usability. This framework aims to reduce documentation burden while maximizing reusable data capture for better healthcare.
Area of Science:
- Health Informatics
- Nursing Leadership
- Clinical Documentation
Background:
- Electronic health records (EHRs) present challenges in balancing data utility and documentation burden.
- Improving the usability and reusability of EHR data is crucial for healthcare quality.
- Standardizing documentation elements can enhance data quality and reduce clinician workload.
Purpose of the Study:
- To generate national consensus recommendations for EHR documentation elements.
- To develop a framework for creating usable and reusable EHR data.
- To reduce the documentation burden on healthcare professionals.
Main Methods:
- A collaborative effort involving nurse leaders and subject matter experts.
- A consensus-building process to define essential documentation elements.
- Development of a framework summarizing the process for broader application.
Main Results:
- National consensus recommendations for admission history documentation elements were generated.
- A framework was created to guide the development of EHR content.
- The process aims to optimize data usability and reduce documentation time.
Conclusions:
- Standardized documentation in EHRs can improve data utility and reusability.
- A collaborative approach can yield effective recommendations for EHR optimization.
- The proposed framework offers a scalable solution for reducing documentation burden and enhancing data quality.
Related Concept Videos
Formats for Nursing Documentation
Nursing Assessment Form:
• A nursing assessment form is a foundational document that captures detailed patient data from physical assessments and nursing histories.
• It includes patient demographics, medical history,...
Methods of Documentation IV: Focus Charting
It typically involves three columns for recording information:
Documentation in Long-Term and Home Healthcare Setting
Long-Term Care Facilities
Methods of Documentation VII: EMR
Methods of Documentation VI: Case Management Model
For example, a patient with a chronic...
Legal Guidelines for Documentation

