Evidence map›Paper›PMID 41262852›Full record

ArticleTrauma surgery & acute care open2025

Beyond capacity: an EAST multicenter mixed-methods study exploring surgeon perceptions on patient ratios in acute care surgery.

Danielle J Wilson, Jaclyn A Gellings, Jamie Coleman, Kaushik Mukherjee, Stephanie Bonne, Melissa Boltz, Jennifer L Hartwell, Brandon Bruns, Jason Kurle, Moustafa Hassan and 34 more

Abstract read
In one paragraph

Article in Trauma surgery & acute care open, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

44 authors.

Danielle J WilsonDepartment of Surgery, Medical College of Wisconsin, Milwaukee, Wisconsin, USA.ORCID https://orcid.org/0009-0007-6545-2832
Jaclyn A GellingsDepartment of Surgery, Medical College of Wisconsin, Milwaukee, Wisconsin, USA.ORCID https://orcid.org/0000-0003-4880-2865
Jamie ColemanDepartment of Surgery, University of Louisville, Louisville, Kentucky, USA.ORCID https://orcid.org/0000-0002-5773-5185
Kaushik MukherjeeDepartment of Surgery, Loma Linda University Health, Loma Linda, California, USA.ORCID https://orcid.org/0000-0002-3292-0552
Stephanie BonneDepartment of Surgery, Advocate Lutheran General Hospital, Oak Lawn, Illinois, USA.ORCID https://orcid.org/0009-0000-6279-1539
Melissa BoltzDepartment of Surgery, Penn State Health Milton S Hershey Medical Center, Hershey, Pennsylvania, USA.
Jennifer L HartwellDepartment of Surgery, The University of Kansas Medical Center, Kansas City, Kansas, USA.
Brandon BrunsUT Southwestern Medical Center, Dallas, Texas, USA.
Jason KurleDetroit Medical Center, Detroit, Michigan, USA.
Moustafa HassanDepartment of Surgery, SUNY Upstate Medical University, Syracuse, New York, USA.
Samuel Rob ToddDepartment of Trauma Surgery, Grady Health System, Atlanta, Georgia, USA.
Baila MaqboolThe University of New Mexico Department of Surgery, Albuquerque, New Mexico, USA.
Bryan C MorseMaine Medical Center, Portland, Maine, USA.
Michael W CrippsDepartment of Surgery, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA.ORCID https://orcid.org/0000-0002-1263-1876
Mayur PatelVanderbilt University Medical Center, Nashville, Tennessee, USA.
Daniel R MarguliesDepartment of Surgery, Cedars-Sinai Medical Center, Los Angeles, California, USA.
Jordan T LiliensteinDepartment of Surgery, UCSF Fresno, Fresno, California, USA.
Negaar AryanDepartment of Surgery, University of California Irvine, Irvine, California, USA.
Ben L ZarzaurDepartment of Surgery, University of Wisconsin-Madison, Madison, Wisconsin, USA.
Charles V BayouthCovenant Medical Center, Lubbock, Texas, USA.
John PorterDepartment of Surgery, Cooper University Hospital, Camden, New Jersey, USA.
Kristan StaudenmayerDepartment of Surgery, Stanford University, Stanford, California, USA.ORCID https://orcid.org/0000-0001-5336-376X
Dalier R MederosBroward Health Medical Center, Fort Lauderdale, Florida, USA.
Charles FasanyaDepartment of Trauma, Good Samaritan University Hospital, West Islip, New York, USA.
Kyle LeneweaverDepartment of Surgery, Ascension Sacred Heart Hospital Pensacola, Pensacola, Florida, USA.ORCID https://orcid.org/0009-0001-9829-5294
Lewis E JacobsonDepartment of Surgery, Ascension St Vincent, Indianapolis, Indiana, USA.
Michael Steven FarrellDepartment of Surgery, Lehigh Valley Health Network, Allentown, Pennsylvania, USA.ORCID https://orcid.org/0000-0001-7665-2775
Scott NorwoodDepartment of Surgery, The University of Texas Health Science Center at Tyler, Tyler, Texas, USA.
John David CullSurgery, Prisma Health Upstate, Greenville, South Carolina, USA.ORCID https://orcid.org/0000-0003-4397-7244
Jason HothAtrium Health Wake Forest Baptist Medical Center, Winston-Salem, North Carolina, USA.ORCID https://orcid.org/0009-0004-9533-6830
Tovy KamineDepartment of Surgery, UMass Chan Medical School - Baystate Regional Campus, Springfield, Massachusetts, USA.ORCID https://orcid.org/0000-0001-8822-2158
Kartik PrabhakaranNew York Medical College, Valhalla, New York, USA.ORCID https://orcid.org/0000-0002-9837-999X
Ilya RakitinHenry Ford Hospital, Detroit, Michigan, USA.
Michael S EnglehartTrauma & General Surgery, Billings Clinic, Billings, Montana, USA.
Taylor Fusco-RuizDepartment of Surgery, UConn Health Center, Farmington, Connecticut, USA.
Benoit BlondeauDepartment of Surgery, Regions Hospital, St. Paul, Minnesota, USA.
Charles A AdamsDepartment of Surgery, Brown University Warren Alpert Medical School, Providence, Rhode Island, USA.
Katherine McKenzieDepartment of Surgery, Jamaica Hospital Medical Center, Richmond Hills, New York, USA.
Gerrit HollemanTulane University School of Medicine, New Orleans, Louisiana, USA.
Marjorie R LiggettDepartment of Surgery, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA.ORCID https://orcid.org/0000-0001-9161-3176
Kyle CunninghamSurgery, Atrium Health, Charlotte, North Carolina, USA.
Marc DeMoyaDepartment of Surgery, Medical College of Wisconsin, Milwaukee, Wisconsin, USA.ORCID https://orcid.org/0000-0002-1942-4650
Patrick B MurphyDepartment of Surgery, Medical College of Wisconsin, Milwaukee, Wisconsin, USA.ORCID https://orcid.org/0000-0002-6086-8966
ACS Staffing Authorship Group

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Optimal provider-to-patient (PtP) ratios in acute care surgery (ACS) remain undefined despite their importance for care quality and provider sustainability. This study aimed to understand surgeon perspectives on maximum ideal ratios across trauma, emergency general surgery (EGS) and surgical intensive care unit (SICU) services. Methods: This multicenter mixed-methods study combined quantitative surveys and semistructured interviews with ACS surgeons at level I/II trauma centers across the USA (1 August 2023-19 April 2024). Service line census data were also collected. Interviews were recorded, transcribed and qualitative analysis performed; surveys were analyzed with descriptive statistics. Results: Fifty-two interviews were completed. Survey response rate was 50.3% (212/421 eligible division leadership and faculty) from 40 centers across 24 states. The perceived maximum safe patient load for trauma and EGS was <20 patients when working independently, and up to 40 patients with full team support. SICU ratios were lower with most reporting ≤10 patients for independent coverage and ≤20 with team support. Regarding appropriate patient loads for junior residents and advanced practice providers, most respondents recommended ≤10 patients for trauma/EGS and ≤7 for SICU. For senior residents, most recommended ≤13 patients for trauma/EGS and ≤7 for SICU. Notably, 72% of centers exceeded their own leadership-recommended maximums for at least one service line. Qualitative analysis revealed patient acuity, team experience and competing demands as key workload modulators, with concerns about care quality degradation and burnout at higher ratios. Conclusions: This study establishes potential upper threshold benchmarks for ACS PtP ratios with strong agreement across institutions. Division leadership should consider developing staffing models that account for patient acuity and service complexity while implementing escalation protocols for sustained high workloads. Current practices frequently exceed maximum ideal ratios, highlighting the need for evidence-based staffing guidelines that balance financial constraints with mounting evidence linking workload intensity and density to adverse outcomes. Level of evidence: IV.

Indexed as

Delivery of Health CarePractice Patterns, Physicians'quality improvementworkload

Identifiers

PMID41262852
PMCPMC12625922

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Registered trials

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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.