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Record W1986671384 · doi:10.3138/ptc.2012-54

Physiotherapy beyond Our Borders: Investigating Ideal Competencies for Canadian Physiotherapists Working in Resource-Poor Countries

2013· article· en· W1986671384 on OpenAlexaffvenueabout
Christina Cassady, Rehana Meru, Nga Man Carmen Chan, Julie Engelhardt, Michelle Fraser, Stephanie Nixon

Bibliographic record

VenuePhysiotherapy Canada · 2013
Typearticle
Languageen
FieldMedicine
TopicGlobal Health and Surgery
Canadian institutionsCentre for Disability Prevention and RehabilitationCanadian Physiotherapy AssociationUniversity of Toronto
Fundersnot available
KeywordsThematic analysisResource (disambiguation)MedicineHuman resourcesQualitative researchMedical educationGlobal healthNursingPsychologyPolitical scienceSociologySocial sciencePublic health

Abstract

fetched live from OpenAlex

PURPOSE: To explore the perspectives of Canadian physiotherapists with global health experience on the ideal competencies for Canadian physiotherapists working in resource-poor countries. METHOD: A qualitative interpretive methodology was used, and the Essential Competency Profile for Physiotherapists in Canada, 2009 (ECP), was employed as a starting point for investigation and analysis. Semi-structured one-on-one interviews (60-90 minutes) were conducted with 17 Canadian physiotherapists who have worked in resource-poor countries. Descriptive and thematic analyses were conducted collaboratively. RESULTS: The seven ECP roles-Expert, Communicator, Collaborator, Manager, Advocate, Scholarly Practitioner, and Professional-were all viewed as important for Canadian physiotherapists working in resource-poor countries. Two roles, Communicator and Manager, have additional competencies that participants felt were important. Three novel roles-Global Health Learner, Critical Thinker, and Respectful Guest-were created to describe other competencies related to global health deemed crucial by participants. CONCLUSIONS: This is the first study to examine competencies required by Canadian physiotherapists working in resource-poor countries. In addition to the ECP roles, supplementary competencies are recommended for engagement in resource-poor countries. These findings align with ideas in current global health and international development literature. Future research should examine the relevance of these findings to resource-poor settings within Canada.

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 categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.043
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
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 head0.014
GPT teacher head0.294
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 teacher head, not a consensus.

Study designNot applicable
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

Citations15
Published2013
Admission routes3
Has abstractyes

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