MétaCan
Menu
Back to cohort
Record W2951851830 · doi:10.3138/ptc-2018-0047

An Investigation of Occupational Therapists’ and Physical Therapists’ Perspectives on the Process of Change That Occurs among Clients during Rehabilitation, Including Their Use of Response Shift and Transformative Learning

2019· article· en· W2951851830 on OpenAlexaffvenue
Judy King, Ruth Barclay, Jacquie Ripat, Claire‐Jehanne Dubouloz, Carolyn E. Schwartz

Bibliographic record

VenuePhysiotherapy Canada · 2019
Typearticle
Languageen
FieldHealth Professions
TopicOccupational Therapy Practice and Research
Canadian institutionsUniversity of OttawaUniversity of Manitoba
Fundersnot available
KeywordsTransformative learningRehabilitationOccupational therapyProcess (computing)Physical medicine and rehabilitationPhysical therapyPsychologyMedical educationPsychotherapistMedicineComputer sciencePedagogy

Abstract

fetched live from OpenAlex

Purpose: A significant change in one’s health status creates a process of change that has an impact on one’s health-related quality of life. This process has been conceptualized in several theories, including response shift (RS) and transformative learning (TL). The purpose of this study was to investigate occupational therapists’ and physical therapists’ perspectives on the process of change that occurs in clients during rehabilitation. Method: An interpretive description approach guided this study. Five profession-specific focus groups were conducted. Participants were asked about their ideas, thoughts, and understanding of processes of change. Focus group discussions were recorded and transcribed. Data analysis was carried out using both inductive and deductive methods. Results: Participants were 14 physiotherapists and nine occupational therapists with 5–30 years of experience in rehabilitation settings. Participants recognized personal change in clients and noted that it involves many steps. They tried to facilitate this change by identifying signs of readiness. Without using theory-specific terminology, participants described observing and using concepts of RS and TL. Conclusions: Occupational therapists and physiotherapists play an important role in helping people learn to live with their chronic illnesses and disabilities. Further studies are needed to investigate how therapists can facilitate the process of change, including using RS and TL concepts and how this facilitation could improve clients’ health-related quality of life.

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)0.001
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 score0.299
Threshold uncertainty score0.983

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.001
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 head0.109
GPT teacher head0.433
Teacher spread0.324 · 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

Citations6
Published2019
Admission routes2
Has abstractyes

Explore more

Same venuePhysiotherapy CanadaSame topicOccupational Therapy Practice and ResearchFrench-language works237,207