Evidence map›Paper›PMID 42732276›Full record

ArticleCureus2026

Emergency Medicine Resident Perceptions of Their Own Throughput Metrics.

Christian Cochrane, Pascal Escobar, Vanessa Cardenas, Ariel Vera, Joseph Ray, David Lebowitz

Abstract read
In one paragraph

Article in Cureus, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Christian CochraneEmergency Medicine, University of Central Florida/HCA Florida Healthcare Graduate Medical Education (Greater Orlando/Osceola), Orlando, USA.
Pascal EscobarEmergency Medicine, University of Central Florida/HCA Florida Healthcare Graduate Medical Education (Greater Orlando/Osceola), Orlando, USA.
Vanessa CardenasEmergency Medicine, University of Central Florida/HCA Florida Healthcare Graduate Medical Education (Greater Orlando/Osceola), Orlando, USA.
Ariel VeraEmergency Medicine, University of Central Florida/HCA Florida Healthcare Graduate Medical Education (Greater Orlando/Osceola), Orlando, USA.
Joseph RayEmergency Medicine, University of Central Florida/HCA Florida Healthcare Graduate Medical Education (Greater Orlando/Osceola), Orlando, USA.
David LebowitzEmergency Medicine, University of Central Florida/HCA Florida Healthcare Graduate Medical Education (Greater Orlando/Osceola), Orlando, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background Operational throughput metrics, such as emergency department (ED) length of stay (LOS) and time to disposition, are frequently and routinely tracked in EDs, but they are not usually integrated into resident education as structured formative feedback. The educational impact of routinely sharing individualized metrics with emergency medicine (EM) residents remains unclear. Methods We conducted a prospective pre-post quality improvement (QI) study at a single academic EM residency program between May and September 2025. Post-graduate year two and three residents received weekly individualized throughput metrics, including LOS, greet-to-order time, and disposition time, derived from existing departmental data systems. Metrics were then distributed in a standardized manner for a period of three months. Residents completed structured electronic surveys before and after implementation. Primary outcomes included self-reported perceptions of educational value, workflow impact, emotional response, and behavioral changes. Results A total of 10 residents completed both the pre- and post-intervention surveys. At baseline, familiarity with personal throughput metrics was limited. After three months of metric exposure, 70% rated the metrics as somewhat useful or better. Half of the residents reported making minor changes to their clinical practices. Most residents (60%) reported no stress or anxiety related to receiving these metrics. Reflection on their workflow and recognition of inefficiencies increased, while documentation timeliness and mentor engagement were largely unchanged. However, interest in continued metric use was high (80%). Discussion Weekly individualized throughput metrics were feasible to implement and generally well tolerated by EM residents. Exposure to performance data was associated with increased self-reported reflection and modest behavioral adjustments without a significant emotional burden. Based on this, performance metrics may serve as a useful adjunct to residency education when framed as formative feedback. These findings suggest that integration with structured mentorship may be necessary to achieve sustained behavioral changes. This implementation strategy provides a framework for future studies evaluating structured mentorship or coaching alongside individualized performance metrics. Conclusion EM residents receiving a weekly metric report have modest behavioral adjustments regarding the metrics received. Residents reported minimal emotional burden after this strategic implementation of weekly individualized throughput metrics.

Indexed as

emergency medicinemedical educationresidentssystems-based practicethroughput

Identifiers

PMID42732276
PMCPMC13570580

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.