Evidence map›Paper›PMID 42018325›Full record

ArticleJAMA network open2026

Socioeconomic Disparities in Concussion Presentation.

Daniel J Corwin, Wenshan Li, Stephen G Fung, Chengchun Yu, Chantal Backman, Monica Lamoureux, Steven Hawken, Sharon Johnston, Roger Zemek, Transforming Research by Assessing Neuroinformatics Across the Spectrum of Concussion by Embedding Interdisciplinary Data-Collection to Enable Novel Treatments (TRANSCENDENT) Research Program

Abstract read
In one paragraph

Article in JAMA network open, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Differential Use of Central Outcomes Center to Maximize Follow-Up in a Study of Adolescents Seeking Care in the Emergency Department.Academic emergency medicine : official journal of the Society for Academic Emergency Medicine · 2026
    Article
  2. 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

10 authors.

Daniel J CorwinDivision of Emergency Medicine, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania.
Wenshan LiOttawa Hospital Research Institute, Ottawa, Ontario, Canada.
Stephen G FungFaculty of Health Sciences, University of Ottawa, Ontario, Canada.
Chengchun YuInstitute for Clinical Evaluative Sciences, Toronto, Ontario, Canada.
Chantal BackmanOttawa Hospital Research Institute, Ottawa, Ontario, Canada.
Monica LamoureuxChildren's Hospital of Eastern Ontario Research Institute, Ottawa, Ontario, Canada.
Steven HawkenOttawa Hospital Research Institute, Ottawa, Ontario, Canada.
Sharon JohnstonInstitut du Savoir Montfort, Ottawa, Ontario, Canada.
Roger ZemekChildren's Hospital of Eastern Ontario Research Institute, Ottawa, Ontario, Canada.
Transforming Research by Assessing Neuroinformatics Across the Spectrum of Concussion by Embedding Interdisciplinary Data-Collection to Enable Novel Treatments (TRANSCENDENT) Research Program

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Importance: The lack of a comprehensive population-level study evaluating the association of marginalization markers with concussion presentation limits opportunities for health care system improvements. Objective: To describe the association of socioeconomic measures of disparity with location of concussion presentation and follow-up rates. Design, Setting, and Participants: This population-based cohort study used linked administrative databases to assess patients with International Statistical Classification of Diseases and Related Health Problems, Tenth Revision, Canada (ICD-10-CA) concussion diagnosis codes at emergency department (ED) or outpatient clinics in Ontario, Canada, from April 1, 2010, to March 31, 2023. Data analysis was performed from March 1, 2025, to February 8, 2026. Exposures: Patient-level exposures were age, sex, immigrant status, presence of family physician, and rurality. Neighborhood-level exposures were income quintile, Ontario Marginalization (ON-Marg) Material Resource Index (access to basic material needs, such as percentage of unemployment), Household and Dwelling Index (accommodation type, such as percentage living alone), and Racialized and Newcomer Populations Index (such as percentage of recent immigrants or those who identify as a visible minority group) within 4 different age groups (<18, 18-39, 40-64, and ≥65 years). Main Outcomes and Measures: Location of initial visit (ED vs outpatient, including urgent care, walk-in, primary care, and specialty clinic) and presence of outpatient follow-up visit at 30 days or less. Results: Overall, 674 629 patients were evaluated (356 842 [52.9%] female; mean [SD] age, 32.8 [22.0] years). Marginalization measures were higher for patients first presenting to EDs vs outpatient via the ON-Marg Material Resources Index (57 043 [20.4%] vs 56 856 [14.4%]; difference, 6.2 [95% CI, 6.0-6.3] percentage points), rurality (47 356 [16.9%] vs 35 521 [9.0%]; difference, 7.9 [95% CI, 7.8-8.1] percentage points), and presence of a family physician (264 179 [94.4%] vs 388 346 [98.3%]; difference, -3.9 [95% CI, -3.8 to -4.0] percentage points). In modeling, having a family physician was associated with first seeking care in EDs (18-39 years: odds ratio [OR], 4.71; 95% CI, 4.41-5.03), as was living in rural areas (18-39 years: OR, 1.56; 95% CI, 1.51-1.62). Follow-up rates at 30 days or earlier were lower for patients first seen in EDs (24 307 [8.7%]) vs outpatient (110 821 [28.1%]). In regression analysis assessing variables associated with follow-up, first being seen in EDs (aged 65 years: OR, 0.21; 95% CI, 0.19-0.22), not possessing a family physician (aged ≥65 years: OR, 0.29; 95% CI, 0.19-0.46), and being in the most marginalized quintile for ON-Marg Material Resources (aged ≥65 years: OR, 0.74; 95% CI, 0.65-0.84) were all significantly associated with not completing a follow-up visit. Conclusions and Relevance: In this cohort study of patients with concussion treated in Ontario, Canada, those with higher marginalization markers were more likely to first seek care in EDs and have lower follow-up rates. These findings emphasize the importance of expanding health care system-wide resources, including primary care access and telemedicine, and enhancing resources for ED clinicians to optimize concussion care.

Indexed as

Brain ConcussionAdolescentAdultAgedCohort StudiesEmergency Room VisitsEmergency Service, HospitalFemaleHumansLow Socioeconomic StatusMaleMiddle AgedOntarioSocioeconomic Disparities in HealthSocioeconomic FactorsYoung Adult

Identifiers

PMID42018325
PMCPMC13103813

What OpenQuestion holds

Textmetadata
LicenceCC BY
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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.