Evidence map›Paper›PMID 42557515›Full record

ArticleNeurosurgical review2026

Trends and disparities in gun violence-related neurotrauma incidence, prevalence, and disability across the United States, 1990-2023: A population-based analysis of the Global Burden of Disease database.

Omar I Sbaih, Stefan T Prvulovic, Neha Aftab, Aman Singh, Arun Patel, Charles Bowers, Christian Bowers

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Article in Neurosurgical review, 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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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

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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

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0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Omar I SbaihGeorgetown University School of Medicine, 4000 Reservoir Road, NW, Washington, DC, 20007, USA. Os245@georgetown.edu.ORCID https://orcid.org/0009-0008-0768-9097
Stefan T PrvulovicGeorgetown University School of Medicine, 4000 Reservoir Road, NW, Washington, DC, 20007, USA.
Neha AftabHurley Medical Center, Flint, MI, USA.
Aman SinghDepartment of Neurosurgery, Northwestern Medicine, Chicago, IL, USA.
Arun PatelGeorgetown University School of Medicine, 4000 Reservoir Road, NW, Washington, DC, 20007, USA.
Charles BowersHurley Medical Center, Flint, MI, USA.
Christian BowersHurley Medical Center, Flint, MI, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

To characterize temporal, regional, sex-based, and sociodemographic disparities in firearm-related traumatic brain injury (TBI) and spinal cord injury (SCI) in the United States (1990-2023), and to evaluate associations with state-level development and care quality. National incidence, prevalence, and years lived with disability (YLDs) per 100,000 were obtained from the Global Burden of Disease 2023 database. States were grouped into Northeast, Midwest, South, and West regions. Human Development Index (HDI) data were retrieved from the Global Data Lab. A Quality of Care Index (QCI) was derived from scaled prevalence-to-incidence, YLD-to-prevalence, and YLD-to-incidence ratios. Regional variation was assessed with ANOVA; HDI correlations used Pearson's r. In 2023, firearm-related TBI incidence, prevalence, and YLDs were 1.29, 2.75, and 0.39 per 100,000; for SCI, 0.30, 9.77, and 2.32. From 1990 to 2023, TBI burden rose substantially (incidence + 31.7%; prevalence + 35.5%; YLDs + 34.5%), while SCI increased marginally (≤ 6%). The South exhibited the highest burden (p < 0.001). Males had greater rates than females (p < 0.001). HDI correlated inversely with TBI and SCI burden (R²≈0.30-0.38). QCI scores for TBI and SCI each correlated with HDI at a similar moderate magnitude (TBI: R²=0.322; SCI: R²=0.336). Firearm-related neurotrauma has escalated over three decades, driven by rising TBI incidence and marked regional and socioeconomic disparities, highlighting the need for equitable prevention and rehabilitative care.

Indexed as

Brain Injuries, TraumaticSpinal Cord InjuriesViolenceWounds, GunshotAdultDatabases, FactualFemaleFirearmsGlobal Burden of DiseaseHumansIncidenceMaleMiddle AgedPersons with DisabilitiesPrevalenceUnited StatesEpidemiologyGlobal Burden of DiseaseGun ViolenceHealth DisparitiesQuality of Care IndexSpinal Cord InjuryTraumatic Brain Injury

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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.