Evidence map›Paper›PMID 40299665›Full record

ArticleJournal of athletic training2025

The Association Between the Social Vulnerability Index and Access to California High School Athletic Trainers.

Frances Tao, Charis Turner, Stephanie Kliethermes, Anthony Luke, William Berrigan, Nicolas Hatamiya

Abstract read
In one paragraph

Article in Journal of athletic training, 2025. 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

6 authors.

Frances TaoDepartment of Medicine, University of California, Los Angeles.
Charis TurnerPhysical Medicine & Rehabilitation, University of Washington, Seattle.
Stephanie KliethermesDepartment of Orthopedics and Rehabilitation, University of Wisconsin, Madison.
Anthony LukeDepartment of Orthopaedic Surgery.
William BerriganDepartment of Orthopaedic Surgery.
Nicolas HatamiyaDepartment of Orthopaedic Surgery.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

contextSocial determinants of health are known to affect overall access to youth sports; however, it is not fully understood how multiple social determinants of health may affect access to school-based athletic training services.

objectiveTo determine the relationship between Social Vulnerability Index (SVI) scores on access to high school-based athletic trainers (ATs) in California.

designRetrospective, cross-sectional study.

settingOnline survey. PATIENTS OR OTHER

participantsCalifornia Interscholastic Federation (CIF) high school respondents of the 2022-2023 Participation Census. MAIN OUTCOME MEASURE(S): Association between SVI scores and access to school-based AT services. In this study, we used data from CIF high school respondents of the 2022-2023 Participation Census. School addresses were used to extract SVI scores from the US Census Bureau. Separate multivariable logistic regressions and generalized linear mixed effects models assessed the relationships between access to school-based athletic training services and SVI scores at the census and county levels.

resultsOf the 1598 respondent schools (65% public, 24% private, and 11% charter), 49% reported having an AT, of which 41% were certified. Adjusted analyses revealed that increased vulnerability in household characteristics was associated with lower odds of access to ATs and certified ATs at both county (odds ratio [OR] = 0.89 [95% confidence interval (CI) = 0.80, 0.99]; P = .04) and census tract levels (OR = 0.93 [95% CI = 0.89, 0.97]; P = .002). Increased vulnerability in socioeconomic status was associated with lower odds of having a certified AT at the census tract level (OR = 0.94 [95% CI = 0.89, 0.98]; P = .006) but not the county level (P = .16).

conclusionsIncreased vulnerability in household characteristics is associated with decreased odds of access to high school-based athletic training services.

Indexed as

Health Services AccessibilitySchoolsSocial Determinants of HealthSocial VulnerabilityYouth SportsAdolescentAthletic TrainersCaliforniaCross-Sectional StudiesFemaleHumansMaleRetrospective StudiesSportsSurveys and Questionnaireshealth care accesshealth inequitiesschool-based athletic trainersocial determinants of healthyouth sports

Identifiers

PMID40299665
PMCPMC12057740

What OpenQuestion holds

Textmetadata
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.