MétaCan
Menu
Back to cohort
Record W3208585336

A developing critical consciousness: A case study of one coach's perspectives on social justice in Canadian high school sport

2021· article· en· W3208585336 on OpenAlexaboutno aff
Evan Bishop, Sara Kramers, Martin Camiré

Bibliographic record

VenueJournal of Small Business Strategy · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicYouth Development and Social Support
Canadian institutionsnot available
Fundersnot available
KeywordsCritical consciousnessCoachingThematic analysisPsychologyPsychosocialSocial psychologySociologyPedagogyQualitative researchSocial science
DOInot available

Abstract

fetched live from OpenAlex

High school sport coaches have been identified as key non-parental sources of influence who are well positioned to help adolescent athletes achieve success in and beyond sport. In addition to being responsible for athlete performance outcomes, scholars have highlighted the broad range of psychosocial outcomes over which coaches have significant influence. In view of recent social movements (i.e., Black Lives Matter, #MeToo) that have led citizens to organize and act in the name of positive social change, there is a need to examine how high school sport coaches can leverage their roles to address social inequity and to promote social justice among their adolescent athletes. In the present study, one coach's (White, male) attitudes on social justice in Canadian high school sport were explored through the lens of the critical positive youth development (CPYD) framework – more specifically, the Freirean notion of critical consciousness. Two semi-structured interviews over a 3-month timespan were conducted with the coach via the Zoom platform, and findings were subjected to a reflexive thematic analysis. Findings highlight this coach's developing critical consciousness with regards to his coaching practice, which centres on a reactive approach to addressing social justice issues. Findings also point to a desire for greater access to educational resources related to social justice. Practical considerations are offered for how coaches can be better educated to promote social justice in the high school sport context, specifically by using the CPYD framework to foster coaches' critical consciousness.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.422
Threshold uncertainty score0.991

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.084
GPT teacher head0.351
Teacher spread0.267 · 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.

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

Citations0
Published2021
Admission routes1
Has abstractyes

Explore more

Same venueJournal of Small Business StrategySame topicYouth Development and Social SupportFrench-language works237,207