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Record W4402240128 · doi:10.1080/1554480x.2024.2397531

Game changers: school sport as a resource of hope for students with disabilities

2024· article· en· W4402240128 on OpenAlexaff
Daniel B. Robinson, Joe Barrett, William Walters, Sebastian Harenberg

Bibliographic record

VenuePedagogies An International Journal · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicInclusion and Disability in Education and Sport
Canadian institutionsBrock UniversitySt. Francis Xavier University
Fundersnot available
KeywordsResource (disambiguation)PsychologyMathematics educationSociologyPedagogyComputer science

Abstract

fetched live from OpenAlex

This research focuses on education’s transformative potential, particularly as it relates to school sport for students with disabilities. The study introduced a participatory action research approach, using Game Changers – an inclusive sport program co-designed with students with disabilities using a human-centred design approach to address the historical underservicing of students with disabilities in school sport – as an intervention. Students with disabilities, their schools’ physical education and learning support teachers, community partners, and university researchers came together in this research, hoping to improve sport-related opportunities and outcomes. Game Changers, as a resource of hope, provided a model that worked well to serve the needs of individuals and communities traditionally marginalized or oppressed. Data collection methods included pre- and post-program surveys and focus group interviews. Results revealed that Game Changers not only impacted individuals’ lives, as students with disabilities reported higher levels of perceived competence and autonomy, but also symbolized a commitment to social change within school communities. The program’s success has led to its continuation in other schools and the development of a guidebook for implementing similar programs in school communities. The study concludes that Game Changers contributes to social change and, as a resource of hope, serves as a model for inclusive sport programs within schools.

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)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.659
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0010.000
Research integrity0.0000.000
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 head0.069
GPT teacher head0.483
Teacher spread0.414 · 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 designNot applicable
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

Citations0
Published2024
Admission routes1
Has abstractyes

Explore more

Same venuePedagogies An International JournalSame topicInclusion and Disability in Education and SportFrench-language works237,207