Evidence map›Paper›PMID 42571161›Full record

ArticleOrthopaedic journal of sports medicine2026

Association of Mental Health, Quality of Life, and Sport Specialization Using the Wisconsin Sport Specialization Questionnaire Among Adolescent Athletes.

Rachel Meyers, Sarah Petersen, Veronica Hogg-Cornejo, Emily Sweeney, Aubrey Armento, David Howell, Gregory Walker

Abstract read
In one paragraph

Article in Orthopaedic journal of sports 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

7 authors.

Rachel MeyersSports Medicine Center, Children's Hospital Colorado, Aurora, Colorado, USA.
Sarah PetersenSports Medicine Center, Children's Hospital Colorado, Aurora, Colorado, USA.
Veronica Hogg-CornejoDepartment of Orthopedics, University of Colorado School of Medicine, Aurora, Colorado, USA.
Emily SweeneySports Medicine Center, Children's Hospital Colorado, Aurora, Colorado, USA.ORCID https://orcid.org/0000-0002-5546-4668
Aubrey ArmentoSports Medicine Center, Children's Hospital Colorado, Aurora, Colorado, USA.
David HowellSports Medicine Center, Children's Hospital Colorado, Aurora, Colorado, USA.ORCID https://orcid.org/0000-0002-2955-0191
Gregory WalkerSports Medicine Center, Children's Hospital Colorado, Aurora, Colorado, USA.

Funding

NIH Prior Approval Process ProfessionalUL1TR002535 · NCATS · UNIVERSITY OF COLORADO DENVER · PI SOKOL, RONALD J. · 2018 to 2022
$51.1M
Colorado Clinical and Translational Sciences Institute (CCTSI)UM1TR004399 · NCATS · UNIVERSITY OF COLORADO DENVER · PI JANINE A HIGGINS, RONALD J. SOKOL · 2023 to 2026
$30.7M
CTSA K12 Program at University of Colorado DenverK12TR004412 · NCATS · UNIVERSITY OF COLORADO DENVER · PI ELLEN L BURNHAM · 2024 to 2026
$3.2M
Sex Differences in Brain Structure and Function After Sports-Related ConcussionR01NS100952 · NINDS · BRIGHAM AND WOMEN'S HOSPITAL · PI KOERTE, INGA KATHARINA · 2017 to 2022
$2.9M
Improving quantitative recovery outcomes from concussion with aerobic exercise trainingR03HD094560 · NICHD · UNIVERSITY OF COLORADO DENVER · PI HOWELL, DAVID R. · 2018 to 2019
$318k
A novel smartphone-based tool to quantify dual-task gait performance for concussion assessmentR43NS108823 · NINDS · CONTROL ONE, LLC · PI LUGADE, VIPUL · 2019 to 2019
$150k
2022 Pediatric Research in Sports Medicine (PRiSM) Annual ConferenceR13AR080451 · NIAMS · UNIVERSITY OF COLORADO DENVER · PI HOWELL, DAVID R. · 2022 to 2024
$45k
NCATS NIH HHS K12 TR004412NCATS NIH HHS UL1 TR002535NCATS NIH HHS UM1 TR004399NIAMS NIH HHS R13 AR080451NICHD NIH HHS R03 HD094560NINDS NIH HHS R01 NS100952NINDS NIH HHS R43 NS108823
6 · The paper itself

Abstract

Background: Higher sport specialization levels have been associated with increased mental health issues. A recently validated questionnaire, the Wisconsin Sport Specialization Questionnaire (WISSQ), may provide clarity about the degree of sport specialization to investigate associations with mental health/quality of life (QoL) among adolescent athletes. Purpose: To examine the association of sports specialization, as measured by the WISSQ, and mental health/QoL outcomes among uninjured adolescent athletes, as well as the effect of age on the interaction between mental health/QoL outcomes and sport specialization. Study Design: Cross-sectional study; Level of evidence, 2. Methods: During the preseason assessment, performed in July and August from 2023 to 2025, participants completed the WISSQ and the Patient-Reported Outcomes Measurement Information System (PROMIS) Global 25 (Version 1.1). A multiple linear regression model was constructed that evaluated the association between 6 PROMIS domains and WISSQ ratings, adjusting for age, sex, and self-reported physical activity volume. To address the secondary purpose, linear regression models with an interaction term were used to examine the association between each PROMIS domain and age with sport specialization. Results: A total of 251 uninjured adolescent athletes completed the study (mean ± SD age, 15.9 ± 1.4 years). The mean WISSQ rating was 54.1 (SD, 15.4). Results from the multivariable linear regression model indicated that higher depressive symptoms (β = 0.46; 95% CI, 0.16-0.76; Conclusion: This study demonstrated that higher depressive symptoms and pain interference ratings were significantly associated with higher WISSQ ratings. In addition, there was a significant interaction between fatigue and age group, with a stronger association identified among older adolescents. Higher specialized and older adolescent athletes may be more at risk for developing mental health/QoL concerns and may benefit from more targeted screening.

Indexed as

adolescencemental healthsport specializationWISSQ

Identifiers

PMID42571161
PMCPMC13451724

What OpenQuestion holds

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LicenceCC BY-NC-ND
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.