Evidence map›Paper›PMID 42169211›Full record

ArticleInjury epidemiology2026

Trauma recidivism: epidemiology and predictors in a level I trauma center.

Maheen Ibrahimi, Ahmed Hamed, Callie Hlavin, Tamara Byrd, Emilia J Diego, Joshua Brown, Jason Sperry, Mazen S Zenati

Abstract read
In one paragraph

Article in Injury epidemiology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

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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

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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

8 authors.

Maheen IbrahimiUniversity of Pittsburgh School of Medicine, Pittsburgh, PA, USA.
Ahmed HamedDepartment of Surgery, Department of Surgery, University of Pittsburgh School of Medicine, University of Pittsburgh School of Medicine, 200 Lothrop Street, Pittsburgh, PA, 15213, USA.
Callie HlavinDepartment of Surgery, Department of Surgery, University of Pittsburgh School of Medicine, University of Pittsburgh School of Medicine, 200 Lothrop Street, Pittsburgh, PA, 15213, USA.
Tamara ByrdDepartment of Surgery, Department of Surgery, University of Pittsburgh School of Medicine, University of Pittsburgh School of Medicine, 200 Lothrop Street, Pittsburgh, PA, 15213, USA.
Emilia J DiegoDepartment of Surgery, Department of Surgery, University of Pittsburgh School of Medicine, University of Pittsburgh School of Medicine, 200 Lothrop Street, Pittsburgh, PA, 15213, USA.
Joshua BrownDepartment of Surgery, Department of Surgery, University of Pittsburgh School of Medicine, University of Pittsburgh School of Medicine, 200 Lothrop Street, Pittsburgh, PA, 15213, USA.
Jason SperryDepartment of Surgery, Department of Surgery, University of Pittsburgh School of Medicine, University of Pittsburgh School of Medicine, 200 Lothrop Street, Pittsburgh, PA, 15213, USA.
Mazen S ZenatiDepartment of Surgery, Department of Surgery, University of Pittsburgh School of Medicine, University of Pittsburgh School of Medicine, 200 Lothrop Street, Pittsburgh, PA, 15213, USA. zenatims@upmc.edu.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundTrauma is the leading cause of death for individuals under age 45 and disproportionately affects underserved populations. Trauma recidivism is defined as recurrent hospital admissions for injury-a substantial burden on healthcare systems. In regions such as Allegheny County, Pennsylvania, which has a large, aging population, recidivism is often influenced by social, behavioral, and structural determinants. This study examines patterns of trauma recidivism at an urban tertiary trauma center and identifies associated risk factors to guide targeted interventions in both hospital and community settings.

methodsWe conducted a retrospective cohort study using a trauma registry at a level I urban trauma center, including 13,967 patients admitted between January 2021 and September 2024. Patients were categorized as recidivists (n = 245) or non-recidivists (n = 13,455) based on repeated trauma admissions due to the same mechanism of injury. Demographic, injury, hospital course, and discharge variables were compared between recidivists and non-recidivists using chi-square tests, t-tests, or nonparametric equivalents as appropriate. Univariate and multivariate logistic regression analyses were performed to identify independent predictors of recidivism.

resultsRecidivists accounted for 3.7% of the cohort. Compared to non-recidivists, recidivists were older (mean age 68.5 vs. 55.7 years, p < 0.001) and more likely to be female (53.9% vs. 40.5%, p < 0.001). Falls were the predominant injury mechanism (84.6% vs. 52.6%, p < 0.001), frequently occurring in home (56.4%, p < 0.001), particularly in bedrooms and bathrooms. Recidivists were less often discharged home (42.8% vs. 63.2%, p < 0.001). Risk of recidivism was higher among patients with injuries due to falls and self-harm, older age, female sex, and those discharged against medical advice or to a drug and alcohol rehabilitation facility.

conclusionsTrauma recidivism is increasingly driven by older adults with blunt injuries, highlighting a shift in the at-risk population. Prevention efforts should adapt to focus on age-related risks such as falls and frailty. Tailored discharge planning, psychosocial support, and post-discharge follow-up care may help reduce recurrent injury and improve outcomes in this growing patient group. LEVEL OF EVIDENCE: Level IV, Prognostic/Epidemiological.

Indexed as

Fall preventionGeriatricRecidivismTrauma

Identifiers

PMID42169211
PMCPMC13220457

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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.