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Record W4413383343 · doi:10.3138/ptc-2024-0054

Exploration of the Perceived Value of Self-Leadership Capacity in Physical Therapist Clinicians

2025· article· en· W4413383343 on OpenAlexvenueno aff
Diana Harrison, Laura Santurri, Lisa Borrero, Jennifer Green-Wilson

Bibliographic record

VenuePhysiotherapy Canada · 2025
Typearticle
Languageen
FieldNursing
TopicHealthcare Education and Workforce Issues
Canadian institutionsnot available
Fundersnot available
KeywordsPhysical therapistValue (mathematics)PsychologyPhysical therapyPsychotherapistPhysical medicine and rehabilitationApplied psychologyMedicineComputer science

Abstract

fetched live from OpenAlex

Purpose: Self-leadership, or leading oneself, is a critical component of leadership linked to improved individual performance, team effectiveness, and patient and organizational outcomes. This qualitative study explores physical therapist clinicians’ perceived value of self-leadership in their clinical practice and their interactions with inter-professional team members. Method: Purposeful sampling was used to recruit participants via the maximum variation strategy. Eleven licensed physical therapist clinicians with 2–39 years of clinical experience in five different clinical settings participated. Participants engaged in individual, semi-structured interviews that were audio-recorded and transcribed verbatim. Study rigour was addressed through the use of multiple coders, memoing, and member checking. Results: Four main themes emerged: developing expertise, pursuing professional growth, discovering and amplifying voice, and advocacy. The “why” behind the actions of those interviewed was to influence patient outcomes and quality of care and to address role identity as a physical therapist across multiple contexts. Conclusions: This is the first known exploration of the perceived value of self-leadership capacity in physical therapist clinicians. The study results suggest that leadership must be reframed as self-leadership, the precursor to leading others, so physical therapist clinicians can lead at all levels in everyday 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 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)0.018
metaresearch head score (Gemma)0.040
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 score0.018
Threshold uncertainty score0.093

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0180.040
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0050.007
Scholarly communication0.0050.002
Open science0.0010.003
Research integrity0.0010.002
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 head0.077
GPT teacher head0.357
Teacher spread0.280 · 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

Citations1
Published2025
Admission routes1
Has abstractyes

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