Evidence map›Paper›PMID 42269024›Full record

ArticleJMIR human factors2026

Understanding Barriers to Effective Injury Care by Medical Trainees and Traffic Law Enforcement First Responders in Low-Income Contexts in Uganda (Motor Registry Project Part 2): Convergent Mixed Methods Analysis.

Herman Lule, Benson Oguttu, Micheal Mugerwa, Michael Lowery Wilson, Jussi P Posti

Abstract read
In one paragraph

Article in JMIR human factors, 2026. 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. Trial
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.

Herman LuleInjury Epidemiology and Prevention (IEP) Research Group, Turku Brain Injury Centre, Division of Clinical Neurosciences, Turku University Hospital and University of Turku, Vähä Hämeenkatu 1B, Turun Yliopisto, Turku, FI20500, Finland, 358 465699821, 358 23132737.ORCID 0000-0002-0647-9716
Benson OguttuDepartment of Public Health, Botswana-Havard Health Partnership, Gaborone, Botswana.ORCID 0000-0002-6686-1669
Micheal MugerwaDepartment of Public Health Sciences, California Baptist University, Riverside, CA, United States.ORCID 0000-0001-8591-7544
Michael Lowery WilsonInjury Epidemiology and Prevention (IEP) Research Group, Turku Brain Injury Centre, Division of Clinical Neurosciences, Turku University Hospital and University of Turku, Vähä Hämeenkatu 1B, Turun Yliopisto, Turku, FI20500, Finland, 358 465699821, 358 23132737.
Jussi P PostiNeurocenter, Department of Neurosurgery and Turku Brain Injury Center, Turku University Hospital, Turku, Finland.ORCID 0000-0002-5925-5193

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Trauma-related mortality exhibits a marked social gradient, driven by access barriers and health inequities worldwide. These barriers jeopardize progress toward Sustainable Development Goals 3 and 4. Objective: This study aimed to investigate the prehospital and in-hospital barriers to timely injury care as perceived by frontline trainee physicians and traffic law enforcement professionals during real-time treatment execution in Uganda. Additionally, we aimed to highlight the potential impact of these barriers on trauma outcomes. Methods: This study used a convergent mixed methods approach. Qualitative data were collected through structured interviews and face-to-face focus groups with diverse teams of 500 frontline trainee physicians, including surgical residents, interns, medical students, and traffic law enforcement professionals. Directed content analyses for structured interviews and focus groups were conducted in NVivo (version 14, release 2023; QSR International). Quantitative data were concurrently collected using a survey questionnaire from the Motorcycle Trauma Outcome Registry, which included 1003 patients with trauma. We categorized barriers as prehospital or in-hospital barriers and as trauma team-related, patient-related, or health system-related barriers. Multilevel restricted maximum likelihood logistic regression analyses of factors associated with barriers to injury care were analyzed using Stata (version 15.0; StataCorp LLC). Odds ratios (ORs) and 95% CIs were reported; statistical significance was defined as P<.05. Results: Qualitative analyses identified key prehospital barriers, including delays in emergency medical services activation, ambulance arrival, and transportation. In-hospital barriers were primarily shortage of supplies, delays in identifying life-threatening injuries, and insufficient critical care services. Quantitatively, among the 1003 audited patients with trauma, 42% (416/1003) faced barriers during treatment. The most common obstacles were delays in treatment decisions (232/1003, 23%) and securing necessary supplies (180/1003, 18%). The presence of barriers was independently associated with a 3-fold increased likelihood of unfavorable Glasgow Outcome Scale scores (OR 3.15, 95% CI 2.23-4.66; P<.001) for neurological injuries and was linked to a 4-fold increase in odds of 90-day mortality (OR 4.20, 95% CI 2.25-6.94; P<.001). After adjusting for injury severity and clustering effects by hospital teams and resources, the presence of barriers was associated with arrival by public means (adjusted OR [aOR] 1.62, 95% CI 1.09-2.41; P=.02), increasing age (aOR 1.01, 95% CI 1.00-1.03; P=.01), sustaining 1 or more injuries requiring admission (aOR 1.92, 95% CI 1.18-3.14; P=.01 vs aOR 3.69, 95% CI 1.95-6.98; P<.001), and a severe Kampala Trauma Score of ≤6 (aOR 2.71, 95% CI 1.37-5.37; P=.004). Conclusions: Multiple barriers to trauma care are more frequent for severe injuries and are associated with poorer neurological outcomes and higher mortality. These findings indicate the need for targeted, multifaceted interventions that incorporate frontline health workers' perspectives to improve trauma care delivery in low-resource settings facing both prehospital and in-hospital barriers.

Indexed as

Emergency RespondersHealth Services AccessibilityPovertyWounds and InjuriesAdultFemaleFocus GroupsHumansMaleMiddle AgedQualitative ResearchRegistriesResource-Limited SettingsUgandaemergency medical serviceshealth care disparitiesmedical trainingmixed methodswounds and injuries

Identifiers

PMID42269024
PMCPMC13252699

What Socratic holds

Textmetadata
LicenceCC BY
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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 Socratic graph.