Evidence map›Paper›PMID 39844003›Full record

ArticleThe journal of trauma and acute care surgery2025

Wealth is health: High economic status in Cameroon correlates with protective gear use in traffic injuries and improved clinical outcomes.

Fanny N Dissak Delon, Mark T Yost, Arole Darwin Touko, Roland Mfondoum, Rasheedat Oke, S Ariane Christie, Alain Chichom-Mefire, Alan Hubbard, Catherine Juillard

Abstract read
In one paragraph

Article in The journal of trauma and acute care surgery, 2025. 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. Article
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

9 authors.

Fanny N Dissak DelonFrom the Faculty of Health Sciences (F.N.D.D.), University of Bamenda, Bamenda, Cameroon; Program for the Advancement of Surgical Equity, Department of Surgery (M.T.Y., R.O., S.A.C., C.J.), University of California, Los Angeles, Los Angeles, California; Data Science Center for Surgery, Injury, and Equity in Africa (A.D.T., R.M.); Faculty of Health Sciences (A.C.-M.), University of Buea, Buea, Cameroon; and Division of Biostatistics (A.H.), School of Public Health, University of California, Berkley, California.
Arole Darwin Touko
Roland Mfondoum
Rasheedat Oke
S Ariane Christie
Alain Chichom-Mefire
Alan Hubbard
Catherine Juillard

Funding

University of California Launching Future Leaders in Global Health Research Training ProgramD43TW009343 · FIC · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI CRAIG R COHEN, Sung-Jae Lee · 2017 to 2026
$14.7M
The Data Science Center for the Study of Surgery and Injury in Africa (D-SINE-Africa)U54TW012087 · FIC · UNIVERSITY OF BUEA · PI Alain Mefire Chichom, Alan E Hubbard · 2021 to 2026
$7.3M
FIC NIH HHS D43 TW009343FIC NIH HHS U54 TW012087
6 · The paper itself

Abstract

introductionAfrica is the least motorized populated continent, yet it experiences the highest traffic fatality rate. Despite laws mandating helmet and seatbelt use, data on protective gear use among Cameroonian road traffic injury (RTI) patients remains sparse.

methodsWe extracted Cameroon Trauma Registry data prospectively collected from 10 hospitals during July 2022 to December 2023. Protective gear users wore helmets in motorcycle and seatbelts/car seats in vehicle crashes. We categorized patients into five economic clusters based on ownership of durable goods using parallel distance matrix computation. We analyzed associations between continuous variables with Wilcoxon rank-sum and categorical variables with χ 2 and multivariate logistic regression. Our primary outcome was in-hospital death or major disability at discharge.

resultsAmong 3,554 RTI patients, 303 (9%) used protective gear. A larger proportion of patients who did not use protective gear were designated as majorly disabled or dead (20% vs. 16%, p < 0.001). The greatest percentage of protective gear users belonged to the richest cluster, while the poorest cluster patients comprised the smallest proportion of protective gear users (13% vs. 3%, p < 0.001). The richest cluster demonstrated the smallest percentage of major disability or death (13%), while the poorest cluster had the greatest percentage (28%, p < 0.001). When controlling for age, protective gear use, and injury severity, the three poorest clusters showed the greatest odds of major disability or death (cluster 3: adjusted odds ratio [AOR], 2.34; 95% confidence interval [CI], 1.58-3.46; cluster 4: AOR, 2.09; 95% CI, 1.59-2.74; cluster 5: AOR, 2.38; 95% CI, 1.24-4.58).

conclusionGreater economic status is associated with increased protective gear use during RTIs in Cameroon. Despite suffering the most severe outcomes, the poorest patients remain less likely to use protective gear. Enforcement of protective gear laws and economic incentives such as price subsidies for helmets and seatbelts would particularly benefit the most vulnerable population. LEVEL OF EVIDENCE: Prognostic and Epidemiological; Level IV.

Indexed as

Accidents, TrafficHead Protective DevicesSocial ClassWounds and InjuriesAdolescentAdultCameroonFemaleHumansMaleMiddle AgedProspective StudiesRegistriesYoung Adult

Identifiers

PMID39844003
PMCPMC11939093

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LicenceCC BY-NC-ND
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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.