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Record W3034699148 · doi:10.1093/ptj/pzaa108

Which Learning Activities Enhance Physical Therapist Practice? Part 2: Systematic Review of Qualitative Studies and Thematic Synthesis

2020· review· en· W3034699148 on OpenAlexaff
Edmund Leahy, Lucy Chipchase, Marlena Calo, Felicity Blackstock

Bibliographic record

VenuePhysical Therapy · 2020
Typereview
Languageen
FieldHealth Professions
TopicOccupational Therapy Practice and Research
Canadian institutionsCanadian Physiotherapy Association
FundersWestern Sydney University
KeywordsPhysical therapistThematic analysisPsychologyQualitative researchPsychotherapistThematic mapMedical educationMedicinePhysical therapySociologyGeography

Abstract

fetched live from OpenAlex

OBJECTIVE: Post-professional physical therapy expertise requires career-long participation in learning activities. Understanding physical therapists' lived experience of learning activities provides novel insight into how best to enhance physical therapist practice from the perspective of the learner. The purpose of this study was to explore qualified physical therapists' experiences, beliefs, and perspectives with regard to learning activities and professional development. METHODS: Eight databases were searched for studies published from inception through December 2018. Study selection included mixed-methods and qualitative studies exploring physical therapists' experiences, perspectives, beliefs, and attitudes. Thematic synthesis was performed, and the GRADE-Confidence in the Evidence from Reviews of Qualitative research was used to assess the level of confidence in the findings. A total 41 studies with 719 participants were included. RESULTS: The key findings include physical therapists' perceptions that worthwhile post-professional learning requires more than attendance at professional development courses. Physical therapists perceived that worthwhile learning requires connection with others and being "taken out of one's comfort zone." Sufficient time and accessible, trustworthy resources were also valued. CONCLUSIONS: Moderate- to low-level evidence suggests that the choice of professional development activities and education design for qualified physical therapists should consider the inclusion of connected activities, activities that take participants out of comfort zones, time to practice, and trustworthy resources that are easily accessible. Future research should evaluate the effectiveness of learning activities encompassing these factors, prioritizing those that minimize the barriers of time and distance. IMPACT: This study adds to the profession's understanding of physical therapists' lived experience of learning activities, providing novel insight into how best to enhance physical therapist practice from the perspective of the learner.

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)0.004
metaresearch head score (Gemma)0.016
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Meta-epidemiology (narrow), Research integrity
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: Systematic review
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.117
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.016
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0070.001
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.002
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 head0.411
GPT teacher head0.632
Teacher spread0.220 · 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 designSystematic review
Domainnot available
GenreReview

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

Citations39
Published2020
Admission routes1
Has abstractyes

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