ArticleAEM education and training2022
Documentation from trained medical students has a low rate of relative downcoding for emergency medicine encounters.
Article in AEM education and training, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
3 citing papers in PubMed, 3 citations in OpenAlex.
- Relationship of Clinical Encounters to End-of-rotation Exam Scores for Fourth-year Students in Emergency Medicine.The western journal of emergency medicine · 2026Article
- PGY-2 emergency medicine residents are more efficient when paired with an early clinical medical student.AEM education and training · 2024Article
- Documentation from trained medical students has a low rate of relative downcoding for emergency medicine encounters.AEM education and training · 2022Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
9 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: Since 2018, the Centers for Medicare & Medicaid Services (CMS) guidelines have allowed teaching physicians to bill for evaluation and management services based on medical student documentation. Limited previous data suggest that medical student documentation suffers from a high rate of downcoding relative to faculty documentation. We sought to compare the coding outcomes of documentation performed by medical students, and not edited by faculty, with documentation edited and submitted by faculty. Methods: A total of 104 randomly selected notes from real patient encounters written by senior medical students were compared to the revised notes submitted by faculty. The note pairs were then split and reviewed by blinded professional coders and assigned level of service (LoS) codes 1-5 (corresponding to E&M CPT codes 99281-99285). Results: We found that the LoS agreement between student and faculty note versions was 63%, with 23% of all student notes receiving lower LoS compared to faculty notes (downcoded). This was found to be similar to baseline variability in professional coder LoS designations. Conclusions: Notes from medical students who have completed a focused documentation curriculum have less LoS downcoding than in previous reports.
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.