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Record W2909450446 · doi:10.15453/2168-6408.1513

The Lived Experiences of Occupational Therapists in Transitioning to Leadership Roles

2019· article· en· W2909450446 on OpenAlex
Shawn Sasha Shams, Ravneet Batth, Andrea Duncan

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueThe Open Journal of Occupational Therapy · 2019
Typearticle
Languageen
FieldHealth Professions
TopicOccupational Therapy Practice and Research
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsOccupational therapyLived experiencePsychologyOccupational scienceLeadership studiesLeadership stylePsychotherapistMedical educationMedicineSocial psychologyPsychiatry

Abstract

fetched live from OpenAlex

Background: Several studies on leadership in occupational therapy have discussed the key qualities of leadership and its importance, even though little is known about the transition process into leadership roles. This research examined the lived experiences of occupational therapists who have transitioned from a clinical to a leadership role and identified the supports and challenges that were found to be important. Methods: Semi-structured interviews were used to gain insight into the transition process of five occupational therapy professional practice leaders. NVivo software was used to organize and analyze the qualitative data. Results: Three common themes were identified as “supports” for participants in their transitions: (a) intrinsic motivation, (b) support systems, and (c) an occupational therapy perspective. Three common themes were identified as “challenges”: (a) changes in interpersonal relationships, (b) systemic factors, and (c) steep learning curve. Conclusion: The findings of this study highlight the importance of leadership-specific education, family support, extensive clinical experience, and implementation of leadership-specific resources in the occupational therapy curriculum.

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.

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)0.006
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.423
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0060.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0000.001
Open science0.0010.000
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 head0.474
GPT teacher head0.549
Teacher spread0.075 · 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