Related Experiment Video
Updated: Jun 14, 2025

A Metadata Extraction Approach for Clinical Case Reports to Enable Advanced Understanding of Biomedical Concepts
Published on: September 20, 2018
Does autotext usage decrease documentation time among resident physicians? A retrospective analysis of electronic
Noah Stanco1, Shmuel Tiosano2, Randeep Badwal2
1Department of Pediatrics, Jacobs School of Medicine and Biomedical Sciences, State University of New York at Buffalo, Buffalo, NY 14203, United States.
Objective:
Usage of autotext or "dotphrases" is ubiquitous among provider workflows in electronic health records (EHRs). Yet, little is known about the impact of these tools in inpatient settings and among resident physicians. We aimed to evaluate the association between autotext usage and documentation time among resident physicians in an academic medical center using the Cerner EHR.
Materials And Methods:
The association between autotext executions and documentation time per patient seen for 705 resident physicians rotating at a large academic medical center from July 2021 to June 2023 was analyzed via linear regression after controlling for specialty, post-graduate year (PGY), provider gender and patient volume.
Results:
There was no significant overall association between autotext executions per patient seen and documentation time per patient seen in specialties using Dynamic Documentation as their primary workflow (β=-0.1 min per autotext execution per patient seen, 95% CI -0.6 to 0.5 min, P =.79). However, there was increased documentation time among residents with no autotext usage compared to residents who used autotext, and this effect was mediated by use of personalized autotexts. Specialty, PGY, gender and patient volume were significant determinants of documentation time.
Discussion:
Efforts to decrease documentation time among resident physicians should encourage autotext adoption but should not be focused on promotion of autotext usage alone. Further research should address the questions of identifying other determinants of documentation time, autotext design standards, and how autotext usage affects measures of note quality.
Conclusion:
Autotext adoption decreases documentation time among resident physicians, but among those who adopt autotext, higher levels of usage show no benefit.
Related Concept Videos
Methods of Documentation VII: EMR
Methods of Documentation II: POMR
Methods of Documentation III: PIE
Documentation in Long-Term and Home Healthcare Setting
Long-Term Care Facilities
Legal Guidelines for Documentation
Methods of Documentation V: CBE
In CBE, healthcare professionals establish predefined standards of practice that define what constitutes...

