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Record W4407028341 · doi:10.1136/bmjsem-2024-002275

Mental health help-seeking knowledge, attitudes and behaviour among male elite rugby players: the role of masculine health-related values

2025· article· en· W4407028341 on OpenAlexaff
Yasutaka Ojio, Rei Amemiya, John L. Oliffe, Simon Rice

Bibliographic record

VenueBMJ Open Sport & Exercise Medicine · 2025
Typearticle
Languageen
FieldPsychology
TopicSport Psychology and Performance
Canadian institutionsUniversity of British Columbia
FundersJapan Society for the Promotion of ScienceToyota Foundation
KeywordsPsychologyEliteAthletesMental healthSocial psychologyClinical psychologyHelp-seekingMedicinePhysical therapyPsychiatry

Abstract

fetched live from OpenAlex

Objectives: Masculine norms of toughness and self-reliance can discourage help-seeking among elite athletes who are men. Effective ways to leverage masculine norms for help-seeking is a relatively unexplored area in athlete mental health. The study aimed to investigate how masculine health-related values measured by the Intentions Masculine Values Scale (IMVS) affect help-seeking behaviours among male elite rugby players. Methods: A cross-sectional survey was conducted among 220 Japanese male elite rugby players in the Japan Rugby League One (response rate: 40.6%). Participants completed an online survey assessing help-seeking knowledge, attitudes and behaviours, along with masculine health-related values using the IMVS. Psychological safety within sports settings was evaluated using the Sport Psychological Safety Inventory (SPSI). Multiple regression analyses examined relationships between help-seeking behaviours and IMVS/SPSI. Results: The Open and Selfless IMVS value was significantly associated with help-seeking knowledge (β=0.059, p=0.009) and attitudes (β=0.064, p=0.006), increasing recognition of the need for help and willingness to seek it. However, no significant association with actual help-seeking behaviour was found (β=-0.006, p=0.774). The Healthy and Autonomous IMVS value was associated with lower help-seeking behaviour (β=0.060, p=0.010), indicating higher autonomy may inhibit seeking professional support. The SPSI was not significantly related to help-seeking measures. Conclusion: Findings highlight critical gaps between intention and actual help-seeking behaviour among male elite athletes. Further research is needed to explore additional cultural and organisational factors that may better explain help-seeking behaviour and inform effective intervention strategies.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.004
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.079
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0020.000
Bibliometrics0.0000.001
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0030.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.026
GPT teacher head0.406
Teacher spread0.380 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations7
Published2025
Admission routes1
Has abstractyes

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