Evidence map›Paper›PMID 41939086›Full record

ArticleAdvances in medical education and practice2026

BLEED TIME Simulation Study - Bleeding Limb, Effectiveness and Efficiency in Determining Time to Intervene on Mangled Extremity.

Timothy J Bikman, William F Selde, William B Belk, Manoj Pathak, Craig E Palm, Simon J Thompson

Abstract read
In one paragraph

Article in Advances in medical education and practice, 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.

Timothy J BikmanEmergency Department, Billings Clinic, Billings, MT, USA.ORCID 0009-0006-5334-3711
William F SeldeEmergency Department, Billings Clinic, Billings, MT, USA.
William B BelkMedical Simulation & Innovative Education, Air Methods Corporation, Greenwood Village, CO, USA.ORCID 0009-0003-2521-7003
Manoj PathakDepartment of Mathematics & Statistics, Murray State University, Murray, KY, USA.
Craig E PalmTrauma Services, Billings Clinic, Billings, MT, USA.ORCID 0009-0002-3724-9945
Simon J ThompsonCollaborative Science & Innovation, Billings Clinic, Billings, MT, USA.ORCID 0000-0003-0769-8555

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Purpose: Simulation-based education plays a pivotal role in preparing healthcare providers for rare, high-acuity emergencies such as hemorrhagic extremity trauma. Advances in simulation fidelity, including hemorrhagic pumping systems (HPS), may enhance realism, urgency, and clinical decision-making. However, evidence on how such enhancements affect provider performance remains limited. Patients and Methods: In this randomized case-control study at a rural Level I trauma center simulation learning laboratory, emergency care providers (n = 146) managed a simulated extremity trauma scenario using either standard moulage (Group A; No HPS) or an active HPS (Group B). Participants were stratified by profession/licensure prior to recruitment. Within each professional stratum participants were randomized to ensure balanced representation, into the two groups and the timed endpoints included (i) First Intervention, (ii) Tourniquet-only Application, and (iii) Scenario Completion. Subgroup analyses were conducted by healthcare license (Emergency Medical Technician (EMT), Registered Nurse (RN), Others (neither EMT or RN licensure)) and years of licensure (<5 vs ≥5 years). Results: Participants using the HPS performed the first intervention significantly faster (mean = 54.9s) than those with No HPS (mean = 71.9s; Conclusion: Enhanced realism within simulation-based education incorporating dynamic bleeding systems improves response time in initial trauma interventions, particularly among EMTs and less-experienced providers. While total scenario times and tourniquet application did not differ, early engagement appears positively influenced by simulation fidelity. Integrating high-fidelity elements like HPS into trauma training may strengthen learner urgency, decision-making, and improve real-world provider readiness.

Indexed as

clinical decision-makingdynamic bleeding modelsemergency medical serviceshigh fidelity simulation trainingmedical simulation trainingtrauma education

Identifiers

PMID41939086
PMCPMC13047213

What OpenQuestion holds

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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.