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Record W2171178769 · doi:10.2522/ptj.20110194

Experiences and Perspectives of Physical Therapists Managing Patients Covered by Workers' Compensation in Queensland, Australia

2012· article· en· W2171178769 on OpenAlexafffund
Venerina Johnston, Mandy Nielsen, Marc Corbière, Renée‐Louise Franche

Bibliographic record

VenuePhysical Therapy · 2012
Typearticle
Languageen
FieldMedicine
TopicMusculoskeletal pain and rehabilitation
Canadian institutionsUniversity of British ColumbiaUniversité de Sherbrooke
FundersCanadian Institutes of Health Research
KeywordsCLARITYRehabilitationFocus groupQualitative researchWork (physics)Compensation (psychology)MedicineMedical educationPsychologyApplied psychologyNursingPhysical therapySocial psychology

Abstract

fetched live from OpenAlex

BACKGROUND: Physical therapists have an active role in the rehabilitation of injured workers. However, regulations in Queensland, Australia, do not afford them the opportunity to participate in return-to-work (RTW) decisions in a standardized way. No prior research has explored the experiences and perceptions of therapists in determining work capacity. OBJECTIVES: The aim of this study was to investigate physical therapists' experiences with and perspectives on their role in determining readiness for RTW and work capacity for patients receiving workers' compensation in Queensland. Design A qualitative design was used. Participants were physical therapists who manage injured workers. METHODS: Novice (n=5) and experienced (n=20) therapists managing patients receiving workers' compensation were selected through purposeful sampling to participate in a focus group or semistructured telephone interviews. Data obtained were audio-recorded and transcribed verbatim. Transcripts were thematically analyzed. Physical therapists' confidence in making RTW decisions was determined with 1 question scored on a 0 to 10 scale. RESULTS: Themes identified were: (1) physical therapists believe they are important in RTW, (2) physical therapists use a variety of methods to determine work capacity, and (3) physical therapists experience a lack of role clarity. Therapists made recommendations for RTW using clinical judgment informed by subjective and objective information gathered from the injured worker. Novice therapists were less confident in making RTW decisions. CONCLUSION: Therapists are well situated to gather and interpret the information necessary to make RTW recommendations. Strategies targeting the Australian Physiotherapy Association, physical therapists, and the regulators are needed to standardize assessment of readiness for RTW, improve role clarity, and assist novice practitioners.

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)0.000
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 score0.242
Threshold uncertainty score0.294

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
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 head0.022
GPT teacher head0.318
Teacher spread0.295 · 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

Citations24
Published2012
Admission routes2
Has abstractyes

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