Evidence map›Paper›PMID 41410691›Full record

ArticleEuropean journal of trauma and emergency surgery : official publication of the European Trauma Society2025

The influence of socioeconomic status on pre-hospital triage in the Netherlands; a multi-center cohort study.

Max Gulickx, Robin D Lokerman, Job F Waalwijk, Rogier van der Sluijs, Falco Hietbrink, Mark van Heijl

Abstract readMulticenter Study
In one paragraph

Article in European journal of trauma and emergency surgery : official publication of the European Trauma Society, 2025. 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.

Max GulickxDepartment of Surgery, University Medical Center Utrecht, Utrecht, The Netherlands. m.gulickx@umcutrecht.nl.ORCID http://orcid.org/0000-0001-6650-5368
Robin D LokermanDepartment of Surgery, University Medical Center Utrecht, Utrecht, The Netherlands.ORCID http://orcid.org/0000-0002-1218-0200
Job F WaalwijkDepartment of Surgery, University Medical Center Utrecht, Utrecht, The Netherlands.ORCID http://orcid.org/0000-0003-4431-9980
Rogier van der SluijsDepartment of Radiology, University Medical Center Utrecht, Utrecht, The Netherlands.ORCID http://orcid.org/0000-0003-1187-9922
Falco HietbrinkDepartment of Surgery, University Medical Center Utrecht, Utrecht, The Netherlands.ORCID http://orcid.org/0000-0003-1462-6840
Mark van HeijlDepartment of Surgery, University Medical Center Utrecht, Utrecht, The Netherlands.ORCID http://orcid.org/0000-0001-5896-744X

Funding

Innovatiefonds Zorgverzekeraars 3383ZonMw 843004114
6 · The paper itself

Abstract

purposeOptimizing pre-hospital triage is essential to improve outcomes after severe injury. Sociodemographic factors may influence triage decision, but the role of neighborhood socioeconomic status (SES) at the scene of injury remains unclear. This study evaluated the association between neighborhood SES and the accuracy of pre-hospital trauma triage.

methodsThis multicenter cohort study included all trauma patients transported by eight ambulance regions in the Netherlands between January 2015 and December 2017. Neighborhood SES was defined using income, education, and employment indicators. Outcomes were undertriage and overtriage, based on Injury Severity Score (ISS) ≥ 16. Associations between SES and triage accuracy were analyzed with generalized linear models using inverse probability weighting, adjusted for age, trauma mechanism, injury severity, and trauma center proximity.

resultsA total of 160,109 patients were included, of whom 32,466 (20.2%) were injured in low-SES neighborhoods. Compared with higher-SES areas, these patients were younger (median 55.7 vs. 58.3 years), more often sustained penetrating injuries (1.3% vs. 0.7%), and were injured closer to higher-level centers (median 7.5 vs. 20.3 km). Unadjusted undertriage was lower (14.9% vs. 25.9%) and overtriage higher (27.8% vs. 19.4%). After adjustment, low-SES neighborhoods were associated with increased undertriage risk (aOR 1.30; 95% CI 1.03–1.63) and decreased overtriage risk (aOR 0.65; 95% CI 0.62–0.67).

conclusionNeighborhood SES is significantly associated with pre-hospital trauma triage. Severely injured patients in low-SES neighborhoods are at increased risk of undertriage, underscoring the need for targeted strategies to ensure equitable access to specialized trauma care.

Indexed as

Emergency Medical ServicesSocial ClassTriageWounds and InjuriesAdultAgedCohort StudiesFemaleHumansInjury Severity ScoreLow Socioeconomic StatusMaleMiddle AgedNetherlandsSocioeconomic Disparities in HealthTrauma CentersAmbulancePre-hospital triageSocioeconomic statusTraumaUndertriage

Identifiers

PMID41410691
PMCPMC12714789

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.