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Record W2975182481 · doi:10.1123/iscj.2018-0081

Coach Developers as ‘Facilitators of Learning’ in a Large-Scale Coach Education Programme: One Actor in a Complex System

2019· article· en· W2975182481 on OpenAlexaffabout
Diane M. Culver, Penny Werthner, Pierre Trudel

Bibliographic record

VenueInternational Sport Coaching Journal · 2019
Typearticle
Languageen
FieldPsychology
TopicSport Psychology and Performance
Canadian institutionsUniversity of CalgaryUniversity of Ottawa
Fundersnot available
KeywordsCoachingCertificationScale (ratio)Work (physics)PsychologyReflection (computer programming)PedagogyMedical educationKnowledge managementSociologyComputer scienceEngineeringPolitical scienceMedicine

Abstract

fetched live from OpenAlex

The Canadian National Coaching Certification Program (NCCP) redesigned its coaching education programmes to utilise a learner-centred, problem-based approach. The purpose of this paper is to document the design, delivery, and subjective assessment of this large-scale coach education programme through the perspectives of the different actors, with a special focus on the coach developers (CDs) as an essential and important group within the coach education system. A constructivist view of learning, supported by the work of Jennifer Moon on the impact of short courses and workshops, guided this work. Part 1 of the results provides an overview of the studies conducted on the revised NCCP. Part 2 examines the perspectives of 26 CDs concerning their training and experiences delivering the redesigned NCCP. Conclusions include the importance of considering the cognitive structures of the CDs and coach learners; issues related to covering the module content versus addressing coaches’ learning needs; ensuring adequate time for questions and reflection to enable deep learning; specific training for CDs to support post-workshop learning; and the importance of taking a systems approach to coach development that considers all the actors involved in a national programme being delivered at the provincial/territorial or sport organisational level.

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)0.002
metaresearch head score (Gemma)0.000
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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.039
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.022
GPT teacher head0.332
Teacher spread0.310 · 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

Citations74
Published2019
Admission routes2
Has abstractyes

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