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Record W3030802011 · doi:10.1123/iscj.2019-0074

How Coach Educators Deliver Formal Coach Education: A Full Range Leadership Perspective

2020· article· en· W3030802011 on OpenAlexaff
Paul Garner, Jennifer Turnnidge, Will Roberts, Jean Côté

Bibliographic record

VenueInternational Sport Coaching Journal · 2020
Typearticle
Languageen
FieldPsychology
TopicSport Psychology and Performance
Canadian institutionsQueen's University
Fundersnot available
KeywordsTransformational leadershipTransactional leadershipCoachingInterpersonal communicationContext (archaeology)PsychologyShared leadershipPerspective (graphical)Set (abstract data type)PedagogyLeader developmentSocial psychologyComputer science

Abstract

fetched live from OpenAlex

While recent work recognizes a need for coach education to place greater emphasis on interpersonal knowledge when developing coaching expertise, it is our position that coach educators (CEs) must follow a similar trajectory in embracing the interpersonal knowledge requisite of their role and move beyond a reliance on content and professional knowledge in order to shape their delivery. To better understand CEs’ behaviors, the authors observed four experienced CEs in Alpine skiing, using an adapted version of the Coach Leadership Assessment System during delivery of a coach education and assessment course. The authors also interviewed CEs to further elucidate the observational data. The findings suggest the benefit of transactional approaches to leadership during assessment when set against the backdrop of an environment driven by intentions consistent with transformational leadership. Furthermore, we call for a greater appreciation of context when imagining CEs’ behaviors that align with effective practice.

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)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.315
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0000.002
Insufficient payload (model declined to judge)0.0040.000

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 head0.068
GPT teacher head0.340
Teacher spread0.273 · 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 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

Citations14
Published2020
Admission routes1
Has abstractyes

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