Evidence map›Paper›PMID 36939860›Full record

ArticleWorld journal of surgery2023

Tri-modal Distribution of Trauma Deaths in a Resource-Limited Setting: Perception Versus Reality.

Jared Gallaher, Selena J An, Linda Kayange, Dylane Davis, Anthony Charles

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Article in World journal of surgery, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Managing apnoea in trauma victims: the potential for dispatcher-assisted airway handling - a narrative review.Scandinavian journal of trauma, resuscitation and emergency medicine · 2025
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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

5 authors.

Jared GallaherDepartment of Surgery, UNC School of Medicine, University of North Carolina at Chapel Hill, 4008 Burnett Womack Building, Chapel Hill, CB 7228, USA.ORCID 0000-0002-3416-8907
Selena J AnKamuzu Central Hospital, Lilongwe, Malawi.
Linda KayangeDepartment of Surgery, UNC School of Medicine, University of North Carolina at Chapel Hill, 4008 Burnett Womack Building, Chapel Hill, CB 7228, USA.
Dylane DavisDepartment of Surgery, UNC School of Medicine, University of North Carolina at Chapel Hill, 4008 Burnett Womack Building, Chapel Hill, CB 7228, USA.
Anthony CharlesDepartment of Surgery, UNC School of Medicine, University of North Carolina at Chapel Hill, 4008 Burnett Womack Building, Chapel Hill, CB 7228, USA. anthchar@med.unc.edu.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundAdvances in trauma care in high-income countries have significantly reduced late deaths following trauma, challenging the classical trimodal pattern of trauma-associated mortality. While studies from low and middle-income countries have demonstrated that the trimodal pattern is still occurring in many regions, there is a lack of data from sub-Saharan Africa evaluating the temporal epidemiology of trauma deaths.

methodsWe conducted a retrospective analysis of the trauma registry at Kamuzu Central Hospital in Lilongwe, Malawi, including all injured patients presenting to the emergency department (ED) from 2009 to 2021. Patients were compared based on timing of death relative to time of injury. We then used a modified Poisson regression model to identify adjusted predictors for early mortality compared to late mortality.

resultsCrude mortality of patients presenting to the ED in the study period was 2.4% (n = 4,096/165,324). Most patients experienced a pre-hospital death (n = 2,330, 56.9%), followed by death in the ED (n = 619, 15.1%). Early death (pre-hospital or ED) was associated with transportation by police (RR1.52, 95% CI 1.38, 1.68) or private vehicle (RR1.20, 95% CI 1.07, 1.31), vehicle-related trauma (RR1.10, 95% CI 1.05, 1.14), and penetrating injury (RR1.11, 95% CI 1.04, 1.19). Ambulance transportation was associated with a 40% decrease in the risk of early death.

conclusionsAt a busy tertiary trauma center in Malawi, most trauma-associated deaths occur within 48 h of injury, with most in the pre-hospital setting. To improve clinical outcomes for trauma patients in this environment, substantial investment in pre-hospital care is required through first-responder training and EMS infrastructure.

Indexed as

Wounds and InjuriesWounds, PenetratingHumansMalawiPerceptionRetrospective StudiesTrauma Centers

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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.