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Record W6959890791 · doi:10.11575/prism/47192

Understanding Leadership Development Among Newcomer Youth Through Sport Participation

2024· other· en· W6959890791 on OpenAlexaboutno aff

Bibliographic record

VenueOpen MIND · 2024
Typeother
Languageen
FieldAgricultural and Biological Sciences
TopicAgricultural Practices and Plant Genetics
Canadian institutionsnot available
Fundersnot available
KeywordsLeadership developmentPositive Youth DevelopmentQualitative researchSport managementYouth studiesLeadershipAthletesConceptual framework

Abstract

fetched live from OpenAlex

This study focuses on the experience of the youth who immigrated to Canada from non- English speaking countries. The main aim is to build understanding on the potential occurrence of leadership development among these youth through sport participation. Sports such as soccer are viewed as a borderless activity, and for a newcomer youth whose entire life has changed, this avenue of familiarity may help to cultivate leadership development when other avenues may be limited. This study seeks to add to an area of academic literature by inquiring deeply into the specific intersection of newcomer youth to Canada, benefit of sport participation and leadership development. Using case study methodology, I interviewed 9 participants in total, all from the same organization which supports newcomer youth through sport and emphasizes leadership development. After gathering the qualitative evidence, I thematically analyzed the data to explore emergent themes. I conducted the analysis using a conceptual model of youth leadership development (Redmond & Dolan, 2016). Further, I thematically grouped aspects of their development that were not encompassed by the model. It was discovered that sport participation evoked emotions of comfort to the lives of the participants which allowed them to feel safe, secure and competent in their participation. Additionally, sport was an environment with ample support for newcomer youth. Finally, there were many holistic benefits beyond leadership development which sport brought to the lives of the newcomer youth participants. Collectively considering these gained benefits, it was evident that sport indeed was an avenue of leadership development for these newcomer youth.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.160
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0150.002

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 head0.576
GPT teacher head0.337
Teacher spread0.239 · 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; both teacher heads agree on what is shown here.

Study designNot applicable
Domainnot available
GenreOther

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

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