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First Nations People Perspectives on Telehealth Physiotherapy: A Qualitative Study Focused on the Therapeutic Relationships

2024· article· en· W4404103434 on OpenAlexaffabout
Débora Petry Moecke, Travis Holyk, Stacy Maddocks, Kristin L. Campbell, Kendall Ho, Pat G. Camp

Bibliographic record

Venuenot available
Typearticle
Languageen
FieldMedicine
TopicTelemedicine and Telehealth Implementation
Canadian institutionsPositive Living NorthUniversity of British Columbia
Fundersnot available
KeywordsTelehealthQualitative researchPhysical therapyTelemedicineMedicinePhysical medicine and rehabilitationHealth careSociologyPolitical science

Abstract

fetched live from OpenAlex

Introduction: Relationships are the core of Indigenous peoples' identity, and therapeutic relationships (TRs) are an integral part of the physical rehabilitation process, directly influencing health outcomes. However, participating in TRs can be difficult for First Nations People, particularly in the virtual landscape. Therefore, the purpose of this study is to explore First Nations People’s perspective on telehealth physiotherapy, with an emphasis on the virtual therapeutic relationship. Methods: A narrative qualitative study which utilised 1:1, semi-structured interviews were conducted with nineteen First Nations adults from remote and rural First Nation communities in British Columbia, Canada. Interviews were recorded, transcribed verbatim, and analyzed using reflexive thematic analysis. Results: Three themes emerged from data analysis. Therapist’s attitude and rapport captured participants’ perceptions of what matters the most in how physiotherapists relate to First Nation People and carry out their work. Remote nature of virtual care encompassed the main challenges of virtual care visits, particularly how these were perceived to impact establishing and maintaining solid therapeutic relationships. Fostering culturally appropriate and safe telehealth physiotherapy focuses on what is needed to advance telehealth physiotherapy in a manner that respects and reflects First Nations cultures, equipping all involved parties to provide comprehensive and sensitive services. Conclusion: The pursuit of equitable healthcare for First Nations communities demands access and a thoughtful, culturally safe, trauma-informed, and holistic approach that addresses their needs.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.007
metaresearch head score (Gemma)0.007
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.963
Threshold uncertainty score0.074

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0070.007
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.002
Science and technology studies0.0140.010
Scholarly communication0.0050.004
Open science0.0010.005
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0050.000

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 head0.091
GPT teacher head0.441
Teacher spread0.350 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
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".

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Citations0
Published2024
Admission routes2
Has abstractyes

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