Evidence map›Paper›PMID 37014639›Full record

ArticleJAMA network open2023

Accuracy of Prehospital Triage of Adult Patients With Traumatic Injuries Following Implementation of a Trauma Triage Intervention.

Robin D Lokerman, Eveline A J van Rein, Job F Waalwijk, Rogier van der Sluijs, Roderick M Houwert, Koen W W Lansink, Michael J R Edwards, Risco van Vliet, Thijs F Verhagen, Nicolette Diets-Veenendaal and 3 more

Open access · goldAbstract read
In one paragraph

Article in JAMA network open, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers.

0numbers the graph read from it
0cells of the map it votes in
15citing papers in PubMed
6.6field-weighted citation impact, top 3% of its field
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

15 citing papers in PubMed, 19 citations in OpenAlex.

  1. Article
  2. Review
  3. Review
  4. Development and external validation of a novel prediction model for the TraumaTriage App.European journal of trauma and emergency surgery : official publication of the European Trauma Society · 2026
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  5. Article
  6. Article
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  11. Challenges and considerations in prehospital triage for traumatic brain injury patients.Scandinavian journal of trauma, resuscitation and emergency medicine · 2024
    Article
  12. Article
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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

13 authors at 5 institutions in 2 countries.

Robin D LokermanDepartment of Surgery, University Medical Center Utrecht, Utrecht, the Netherlands.
Eveline A J van ReinDepartment of Surgery, University Medical Center Utrecht, Utrecht, the Netherlands.
Job F WaalwijkDepartment of Surgery, University Medical Center Utrecht, Utrecht, the Netherlands.
Rogier van der SluijsCentre for Artificial Intelligence in Medicine & Imaging, Stanford University, Stanford, California.
Roderick M HouwertDepartment of Surgery, University Medical Center Utrecht, Utrecht, the Netherlands.
Koen W W LansinkDepartment of Surgery, Elisabeth-TweeSteden Ziekenhuis, Tilburg, the Netherlands.
Michael J R EdwardsDepartment of Surgery, Radboud University Medical Center, Nijmegen, the Netherlands.
Risco van VlietRegionale Ambulance Voorziening Brabant Midden-West-Noord, 's-Hertogenbosch, the Netherlands.
Thijs F VerhagenRegionale Ambulance Voorziening Utrecht, Bilthoven, the Netherlands.
Nicolette Diets-VeenendaalRegionale Ambulance Voorziening Utrecht, Bilthoven, the Netherlands.
Luke P H LeenenDepartment of Surgery, University Medical Center Utrecht, Utrecht, the Netherlands.
Mark van HeijlDepartment of Surgery, University Medical Center Utrecht, Utrecht, the Netherlands.
Prehospital Trauma Triage Research Collaborative (PTTRC)
University Medical Center Utrecht · NLElisabeth-TweeSteden Ziekenhuis · NLIntel (United States) · USMaastricht University · NLRadboud University Medical Center · NL

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Importance: Adequate prehospital triage is pivotal to enable optimal care in inclusive trauma systems and reduce avoidable mortality, lifelong disabilities, and costs. A model has been developed to improve the prehospital allocation of patients with traumatic injuries and was incorporated in an application (app) to be implemented in prehospital practice. Objective: To evaluate the association between the implementation of a trauma triage (TT) intervention with an app and prehospital mistriage among adult trauma patients. Design, Setting, and Participants: This population-based, prospective quality improvement study was conducted in 3 of the 11 Dutch trauma regions (27.3%), with full coverage of the corresponding emergency medical services (EMS) regions participating in this study. Participants included adult patients (age ≥16 years) with traumatic injuries who were transported by ambulance between February 1, 2015, and October 31, 2019, from the scene of injury to any emergency department in the participating trauma regions. Data were analyzed between July 2020 and June 2021. Exposures: Implementation of the TT app and the awareness of need for adequate triage created by its implementation (ie, the TT intervention). Main Outcomes and Measures: The primary outcome was prehospital mistriage, evaluated in terms of undertriage and overtriage. Undertriage was defined as the proportion of patients with an Injury Severity Score (ISS) of 16 or greater who were initially transported to a lower-level trauma center (designated to treat patients who are mildly and moderately injured) and overtriage as the proportion of patients with an ISS of less than 16 who were initially transported to a higher-level trauma center (designated to treat patients who are severely injured). Results: A total of 80 738 patients were included (40 427 [50.1%] before and 40 311 [49.9%] after implementation of the intervention), with a median (IQR) age of 63.2 (40.0-79.7) years and 40 132 (49.7%) male patients. Undertriage decreased from 370 of 1163 patients (31.8%) to 267 of 995 patients (26.8%), while overtriage rates did not increase (8202 of 39 264 patients [20.9%] vs 8039 of 39 316 patients [20.4%]). The implementation of the intervention was associated with a statistically significantly reduced risk for undertriage (crude risk ratio [RR], 0.95; 95% CI, 0.92 to 0.99, P = .01; adjusted RR, 0.85; 95% CI, 0.76-0.95; P = .004), but the risk for overtriage was unchanged (crude RR, 1.00; 95% CI, 0.99-1.00; P = .13; adjusted RR, 1.01; 95% CI, 0.98-1.03; P = .49). Conclusions and Relevance: In this quality improvement study, implementation of the TT intervention was associated with improvements in rates of undertriage. Further research is needed to assess whether these findings are generalizable to other trauma systems.

Indexed as

Emergency Medical ServicesTriageAdolescentAdultAgedEmergency Service, HospitalFemaleHumansMaleMiddle AgedProspective StudiesTrauma Centers

Identifiers

PMID37014639
PMCPMC10074221
OpenAlexW4362521001

What OpenQuestion holds

Textmetadata
LicenceCC BY
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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.