Evidence map›Paper›PMID 42618631›Full record

ArticleNature medicine2026

Traumatic brain injury outcomes across human development index strata in 29 countries.

Joseph G Nugent, Hao Tan, Brittany Stedelin, Caleb S Nerison, Zoe E Teton, Saud K Zaidan, Andreas K Demetriades, Adam A Dmytriw, Megan E H Still, Hazem S Ghaith and 5 more

Abstract read
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In one paragraph

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

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

15 authors.

Joseph G NugentDepartment of Neurological Surgery, Oregon Health & Science University, Portland, OR, USA.ORCID http://orcid.org/0000-0002-6863-4523
Hao TanDepartment of Neurological Surgery, Emory University, Atlanta, GA, USA.
Brittany StedelinDepartment of Neurological Surgery, Oregon Health & Science University, Portland, OR, USA.
Caleb S NerisonDepartment of Family Medicine, Lexington Health at Lexington Medical Center, West Columbia, SC, USA.
Zoe E TetonDepartment of Neurosurgery, University of California, Los Angeles, CA, USA.
Saud K ZaidanDepartment of Neurological Surgery, Oregon Health & Science University, Portland, OR, USA.ORCID http://orcid.org/0000-0002-5466-772X
Andreas K DemetriadesDepartment of Neurosurgery, Royal Infirmary Edinburgh, NHS Lothian, Edinburgh, UK.ORCID http://orcid.org/0000-0002-2004-9448
Adam A DmytriwNuffield Department of Surgical Sciences, Medical Sciences Division, University of Oxford, Oxford, UK.ORCID http://orcid.org/0000-0003-0131-5699
Megan E H StillDepartment of Neurosurgery, University of Florida, Gainesville, FL, USA.
Hazem S GhaithDepartment of Neurological Surgery, Oregon Health & Science University, Portland, OR, USA.
Claire ZeiglerDepartment of Neurological Surgery, Oregon Health & Science University, Portland, OR, USA.
Barbara LazioDepartment of Neurological Surgery, Oregon Health & Science University, Portland, OR, USA.ORCID http://orcid.org/0009-0007-2376-3317
Ahmed NegidaDepartment of Neurology, Virginia Commonwealth University, Richmond, VA, USA.ORCID http://orcid.org/0000-0001-5363-6369
Ahmed M RaslanDepartment of Neurological Surgery, Oregon Health & Science University, Portland, OR, USA. raslana@ohsu.edu.ORCID http://orcid.org/0000-0002-8421-7105
GNS-I Collaborators

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Prior large-scale multicountry studies of traumatic brain injury (TBI) have either focused on surgically managed patients across development settings or characterized the full case-mix in predominantly high-income regions, leaving operative and nonoperative TBI across the human development spectrum incompletely defined. We present the Global Neurosurgical Study-1, integrating operative and nonoperative TBI across all Human Development Index (HDI) tiers. This prospective cohort included 2,165 patients from 100 hospitals in 29 countries between 2019 and 2022. Disparities were noted: median age ranged from 32 years (high-HDI) to 63 years (very-high-HDI); traffic injuries were the predominant cause of TBI in low-HDI (65.8%) versus falls in very-high-HDI (66%); and 69.3% of patients in the low-HDI tier arrived via private vehicles versus 13% for the very-high-HDI tier. Using mixed-effects logistic regression with inverse probability weighting, the adjusted mortality odds were highest in high-HDI tier (odds ratio 3.13, 95% confidence intervals 1.12-8.78) relative to the very-high-HDI, with no statistically significant elevation in low- or medium-HDI tiers. No dose-response relationship was noted between mortality and HDI. Inequities in injury mechanisms, patient demographics and prehospital access were drivers of outcome disparities. These findings suggest that HDI-stratified prevention targeting injury mechanisms and prehospital care may reduce the global TBI burden more effectively than hospital-based measures alone.

Indexed as

Brain Injuries, TraumaticAccidents, TrafficAdolescentAdultAgedChildChild, PreschoolDeveloping CountriesFemaleHumansMaleMiddle AgedProspective StudiesYoung Adult

Identifiers

PMID42618631

What OpenQuestion holds

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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.