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Record W3014294803 · doi:10.1123/iscj.2019-0029

Challenges Experienced by Women High-Performance Coaches: Sustainability in the Profession

2020· article· en· W3014294803 on OpenAlexaff
Göran Kenttä, Marte Bentzen, Kristen Dieffenbach, Peter Olusoga

Bibliographic record

VenueInternational Sport Coaching Journal · 2020
Typearticle
Languageen
FieldPsychology
TopicSport Psychology and Performance
Canadian institutionsUniversity of Ottawa
Fundersnot available
KeywordsCoachingThematic analysisMental healthSustainabilityBurnoutPsychologyAthletesEliteApplied psychologyElite athletesMedical educationClinical psychologyMedicineQualitative researchPsychiatrySociologyPolitical sciencePhysical therapyPsychotherapistSocial science

Abstract

fetched live from OpenAlex

High-performance (HP) coaching is a demanding profession. The proportion of woman HP coaches is reported to be in the range of 8.4–20%. Mental health concerns in elite sports have recently gained attention, but mainly focusing on athletes. Beyond coach burnout, limited attention has been given to coaches’ mental health. A recent coach burnout review included only one paper that focused exclusively on women. It has been argued that women HP coaches face greater challenges in a male-dominated coaching culture. The purpose of this study was to explore challenges experienced by women HP coaches and their perceived associations with sustainability and mental health. Thirty-seven female HP coaches participated by answering a semistructured, open-ended questionnaire. All responses were analyzed using inductive thematic analysis, which resulted in two general dimensions: challenges of working as women HP coaches and sustainability and well-being as women HP coaches. Overall, results indicate that challenges reported might be common not only for all HP coaches, but also highlight gender-specific elements. Consequently, coach retention and sustainability would benefit from more attention on well-being and mental health among HP coaches.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.003
metaresearch head score (Gemma)0.005
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.012
Threshold uncertainty score0.023

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0050.002
Scholarly communication0.0030.002
Open science0.0010.004
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0030.000

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 head0.036
GPT teacher head0.346
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 source (direct Gemma or distilled Codex), not a consensus.

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

Citations70
Published2020
Admission routes1
Has abstractyes

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