Evidence map›Paper›PMID 32121176›Full record

ReviewBrain sciences2020

Pediatric Traumatic Brain Injury in the United States: Rural-Urban Disparities and Considerations.

John K Yue, Pavan S Upadhyayula, Lauro N Avalos, Tene A Cage

Open access · goldAbstract readReview
In one paragraph

Review in Brain sciences, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 27 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
27citing papers in PubMed, 1 pooled it
5.0field-weighted citation impact, top 4% of its field
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

27 citing papers in PubMed, 1 synthesis or guideline pooled it, 52 citations in OpenAlex.

  1. Systematic search and review of racial and ethnic differences in traumatic brain injury prevalence and incidence.Injury prevention : journal of the International Society for Child and Adolescent Injury Prevention · 2026
    Pooled it
  2. Article
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  4. Article
  5. Article
  6. Article
  7. Systems-based care of the injured child: Technical report.The journal of trauma and acute care surgery · 2025
    Article
  8. Article
  9. Article
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  13. Comparison of Machine Learning Models in Predicting Mental Health Sequelae Following Concussion in Youth.AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science · 2025
    Article
  14. Review
  15. Review
  16. Article
  17. Article
  18. Racial, Gender, and Neighborhood-Level Disparities in Pediatric Trauma Care.Journal of racial and ethnic health disparities · 2023
    Article
  19. Review
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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

4 authors at 3 institutions in 1 country.

John K YueDepartment of Neurological Surgery, University of California San Francisco, San Francisco, CA 94143, USA.
Pavan S UpadhyayulaDepartment of Neurological Surgery, Columbia University of Physicians and Surgeons, New York, NY 10027, USA.
Lauro N AvalosDepartment of Neurological Surgery, University of California San Francisco, San Francisco, CA 94143, USA.
Tene A CageDepartment of Neurological Surgery, Stanford University, Stanford, CA 94305, USA.
Neurological Surgery · USSan Francisco General Hospital · USUniversity of California, San Francisco · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionTraumatic brain injury (TBI) remains a primary cause of pediatric morbidity. The improved characterization of healthcare disparities for pediatric TBI in United States (U.S.) rural communities is needed to advance care.

methodsThe PubMed database was queried using keywords (("brain/head trauma" OR "brain/head injury") AND "rural/underserved" AND "pediatric/child"). All qualifying articles focusing on rural pediatric TBI, including the subtopics epidemiology (

resultsRural pediatric TBIs were more likely to have increased trauma and head injury severity, with higher-velocity mechanisms (e.g., motor vehicle collisions). Rural patients were at risk of delays in care due to protracted transport times, inclement weather, and mis-triage to non-trauma centers. They were also more likely than urban patients to be unnecessarily transferred to another hospital, incurring greater costs. In general, rural centers had decreased access to mental health and/or specialist care, while the average healthcare costs were greater. Prevention efforts, such as mandating bicycle helmet use through education by the police department, showed improved compliance in children aged 5-12 years.

conclusionsU.S. rural pediatric patients are at higher risk of dangerous injury mechanisms, trauma severity, and TBI severity compared to urban. The barriers to care include protracted transport times, transfer to less-resourced centers, increased healthcare costs, missing data, and decreased access to mental health and/or specialty care during hospitalization and follow-up. Preventative efforts can be successful and will require an improved multidisciplinary awareness and education.

Indexed as

concussioncostepidemiologyhealth disparityruraltraumatic brain injuryunderserved

Identifiers

PMID32121176
PMCPMC7139684
OpenAlexW3010223518

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.