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Record W4393364772 · doi:10.1108/edi-11-2023-0404

Shining a light on the unseen athletes: stories of exclusion and resistance among gay athletes in professional team sports

2024· article· en· W4393364772 on OpenAlexaff
Chris Voth, Kyoung June Yi

Bibliographic record

VenueEquality Diversity and Inclusion An International Journal · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicSports, Gender, and Society
Canadian institutionsMcMaster UniversityUniversity of Manitoba
Fundersnot available
KeywordsAthletesResistance (ecology)PsychologyPhysical therapyMedicine

Abstract

fetched live from OpenAlex

Purpose This study uncovers the challenges and coping mechanisms related to stigma and discrimination experienced by gay professional team sport athletes. Design/methodology/approach Utilizing interpretive phenomenological analysis, this study recruited six gay athletes in professional team sports. Data were collected through virtual one-on-one semi-structured interviews, along with field notes and reflexive journaling, and were thematically analyzed. Findings The first theme highlights the discrimination and marginalization experienced by gay athletes in professional team sports, as well as the perceived differences between these athletes and their heterosexual counterparts. The second theme includes anecdotes illustrating their experiences of exclusion, along with counter-stories that resist marginalization. The last theme comprises stories that underscore the lack of acceptance and advocacy, emphasizing the awareness education aimed at making the sporting realm more inclusive. Research limitations/implications Despite the extensive recruiting efforts for this study, numerous sports and countries remain unexplored. Follow-up studies are required to fill this gap. As this study was initiated, additional research is needed to provide information on athletes who are still in the closet. Cross-comparisons between gay athletes and their heterosexual teammates can help bridge the gap in perspectives. Practical implications Participants emphasized collective efforts in creating inclusive and welcoming environments for gay athletes, including anti-discrimination policies related to language use, showers and relocation adjustments. Social implications Participants have put forth concrete recommendations for enhancing inclusivity within team sport environments and society at large, including proposals for early educational initiatives within the school systems. Originality/value This is the first empirical study that focuses on the experiences of gay professional team sport athletes.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.008
metaresearch head score (Gemma)0.016
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.015
Threshold uncertainty score0.045

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0080.016
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.001
Science and technology studies0.0150.021
Scholarly communication0.0100.008
Open science0.0020.010
Research integrity0.0040.005
Insufficient payload (model declined to judge)0.0020.000

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 head0.049
GPT teacher head0.340
Teacher spread0.291 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
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

Citations2
Published2024
Admission routes1
Has abstractyes

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