ArticleMedicine2022
Restricted use of copy and paste in electronic health records potentially improves healthcare quality.
Article in Medicine, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07302906 (The SOAR Trial), which is not on this map. Cited by 12 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
The SOAR Trial (Scribe Optimization for Ambulatory Records): Ambient Artificial Intelligence Scribe With Voa Health for Generating Medical Documentation From Outpatient Visit Audio - A Randomized Controlled Trial
Who cites it
12 citing papers in PubMed.
- The Growing Use of Copy-Paste and Its Impact on Creation and Propagation of Documentation Errors.CHEST pulmonary · 2026Article
- Optimizing Discharge Summaries: A Survey of Inpatient Clinician Perspectives and the Path to Standardization.Journal of general internal medicine · 2026Article
- Copy Tools in the Electronic Health Record: Perceptions, Implications, and Future Directions.JMIR medical informatics · 2025Article
- Applications of Natural Language Processing in Otolaryngology: A Scoping Review.The Laryngoscope · 2025Article
- Exploring Provider Perceptions and Attitudes toward Copy-Paste and Copy-Forward in Clinical Documentation.Applied clinical informatics · 2025Article
- Diagnosis Documentation Done Right: Cross-Specialty Standard for the Diagnosis Section in German Discharge Summaries - A Mixed-Methods Study.Journal of general internal medicine · 2025Article
- Nurses' Perceptions and Recommendations on the Safe Use of "Copy and Paste" Function in an Electronic Medical Record of a National Tertiary Hospital.Acta medica Philippina · 2025Article
- Copying in medical documentation: developing an evidence-based approach.Internal medicine journal · 2025Article
- The Paradoxes of Digital Tools in Hospitals: Qualitative Interview Study.Journal of medical Internet research · 2024Article
- Impact of Electronic Health Record Use on Cognitive Load and Burnout Among Clinicians: Narrative Review.JMIR medical informatics · 2024Article
- Artificial intelligence: revolutionizing cardiology with large language models.European heart journal · 2024Article
- Copy-Pasting in Patients' Electronic Medical Records (EMRs): Use Judiciously and With Caution.Cureus · 2023Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
abstractThe copy-and-paste feature is commonly used for clinical documentation, and a policy is needed to reduce overdocumentation. We aimed to determine if the restricted use of copy and paste by doctors could improve inpatient healthcare quality.Clinical documentation in an inpatient dataset compiled from 2016 to 2018 was used. Copied-and-pasted text was detected in word templates using natural language programming with a threshold of 70%. The prevalence of copying and pasting after the policy introduction was accessed by segmented regression for trend analysis. The rate of readmission for the same disease within 14 days was assessed to evaluate inpatient healthcare quality, and the completion of discharge summary notes within 3 days was assessed to determine the timeliness of note completion. The relationships between these factors were used cross-correlation to detect lag effect. Poisson regression was performed to identify the relative effect of the copy and paste restriction policy on the 14-day readmission rate or the discharge note completion rate within 3 days.The prevalence of copying and pasting initially decreased, then increased, and then flatly decreased. The cross-correlation results showed a significant correlation between the prevalence of copied-and-pasted text and the 14-day readmission rate (P < .001) and a relative risk of 1.105 (P < .005), with a one-month lag. The discharge note completion rate initially decreased and not affected long term after restriction policy.Appropriate policies to restrict the use of copying and pasting can lead to improvements in inpatient healthcare quality. Prospective research with cost analysis is needed.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.