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Record W4415703644 · doi:10.1123/wspaj.2025-0035

Exploring the Experiences of a Gender Equity Program in the Disability Sport Context From the Perspective of Sport Leaders and Program Facilitators

2025· article· W4415703644 on OpenAlexaffabout
Danielle Alexander-Urquhart, Diane M. Culver

Bibliographic record

VenueWomen in Sport and Physical Activity Journal · 2025
Typearticle
Language
FieldSocial Sciences
TopicDisability Rights and Representation
Canadian institutionsUniversity of Ottawa
Fundersnot available
KeywordsThematic analysisGender equityPerspective (graphical)Context (archaeology)AthletesEquity (law)Sport managementGovernment (linguistics)

Abstract

fetched live from OpenAlex

In 2019, the Government of Canada announced their goal of achieving gender equity in sport by 2035; and since then, numerous organizations have worked to create sport programming to increase the participation and retention of girls and women. It is currently unknown how these programs serve the needs of girls and women with disabilities who may experience sport differently due to their intersecting identities. This study explored the experiences of a national gender equity program within the disability sport context from the perspective of sport leaders and program facilitators. We recruited three Para sport or integrated sport programs from across Canada. Four sport leaders and two program facilitators voluntarily participated. Sport leaders completed three online journals over the course of the program to document “in-the-moment” reflections, and following completion, sport leaders and program facilitators engaged in individual interviews. We analyzed our data using a reflexive thematic analysis and found that participants enhanced their understanding of gender equity in the disability sport setting as a result of engaging in the program, identified diverse challenges that girls and women athletes with disabilities experienced that prevented or hindered the quality of their sport participation, and implemented tailored strategies to promote the recruitment and retention of this population in sport. This study provides a first step into showcasing how gender equity programs can promote intersectional understanding and awareness to sport leaders who can ultimately provide a safer and more inclusive sport environment for girls and women athletes with disabilities.

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)0.003
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.078
Threshold uncertainty score0.996

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0010.009
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

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 head0.103
GPT teacher head0.396
Teacher spread0.293 · 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 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

Citations1
Published2025
Admission routes2
Has abstractyes

Explore more

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