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Record W4406610545 · doi:10.1123/jsr.2023-0406

A Qualitative Longitudinal Exploration of Interactions Between Female Athletes and Sport Medicine Staff During Injury Rehabilitation

2025· article· en· W4406610545 on OpenAlexaff
Kirsten Hutt, Katherine A. Tamminen

Bibliographic record

VenueJournal of Sport Rehabilitation · 2025
Typearticle
Languageen
FieldPsychology
TopicSport Psychology and Performance
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsAthletesRehabilitationThematic analysisSports medicineContext (archaeology)FeelingQualitative researchPhysical therapyMedicinePsychologySocial psychology

Abstract

fetched live from OpenAlex

CONTEXT: Sport injury is a prevalent setback experienced by athletes, wherein they are required to spend time in rehabilitation and interact with sport medicine staff. Sport medicine staff are a frequent line of contact line of contact for athletes at this time and represent an important part of their support network. There is little exploration surrounding the interactions that female athletes have with sport medicine staff during injury rehabilitation and how these interactions may impact the rehabilitation process. The purpose of this research is to explore the experiences of injured female athletes and their interactions with sport medicine staff during injury rehabilitation. DESIGN: Qualitative study using semistructured qualitative interviews and audio diaries. Interpretive descriptive methodology. METHODS: A total of 11 injured female varsity athletes who had sustained a musculoskeletal injury within 2 to 4 weeks of being recruited participated. A total of 6 upper body injuries and 5 lower body injuries are represented. Athletes completed 2 semistructured interviews and weekly audio diary entries across 6 weeks. Data were analyzed using reflexive thematic analysis. RESULTS: Results demonstrated that female athletes felt supported by sport medicine staff when provided with clear information about rehabilitation, when they perceived sport medicine staff as competent, and when sport medicine staff made a personal connection. An overarching theme of mattering was identified as underpinning the athletes' experiences of feeling supported by sport medicine staff during rehabilitation. CONCLUSIONS: When sport medicine staff made female athletes feel that they mattered, they were perceived as more supportive during rehabilitation. Sport medicine staff can help athletes to feel that they matter by engaging in supportive behaviors during the rehabilitation process.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.024
Threshold uncertainty score0.651

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.001
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 head0.045
GPT teacher head0.430
Teacher spread0.385 · 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

Citations2
Published2025
Admission routes1
Has abstractyes

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