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Record W51875695

Canadian music therapists’ perspectives on the current state of music therapy as a profession in Canada

2013· dissertation· en· W51875695 on OpenAlexfundaboutno aff
Erin L. Gross

Bibliographic record

VenueSpectrum Research Repository (Concordia University) · 2013
Typedissertation
Languageen
FieldPsychology
TopicMusic Therapy and Health
Canadian institutionsnot available
FundersConcordia University
KeywordsMusic therapyScope of practiceProfessional associationProfessionalizationGovernment (linguistics)CertificationMedicinePolitical scienceScope (computer science)Public relationsState (computer science)Health careMedical educationLawPsychiatry
DOInot available

Abstract

fetched live from OpenAlex

Although the profession of music therapy has made many advances since the Canadian Association for Music Therapy (CAMT) was established in 1974, it is still a relatively new profession and as such, faces a variety of challenges. However, it is not known how these challenges are perceived by Canadian music therapists––all of whom live in diverse urban and rural regions of a geographically large country and work within different provincial/territorial healthcare and education systems. Furthermore, it is not known how these diverse experiences impact upon Canadian music therapists’ current views of the profession. Therefore, the purpose of this study was to examine Canadian music therapists’ perspectives on the current state of music therapy as a profession in Canada. Participants (N = 87) completed an online survey that examined their perceptions of the definition of music therapy, scope of practice, professional certification, government regulation, and professional advocacy––all in relation to the profession of music therapy in Canada. Results indicated that a majority of respondents believed that both the CAMT’s definition of music therapy and the Music Therapy Association of Ontario’s (MTAO) scope of practice statement are representative of the current profession and practice of music therapy in Canada. However, respondents’ perceptions were more varied in the other areas of the survey. Potential implications for the profession as well as areas for further research are discussed.
\n\tKeywords: music therapy, Canada, profession, professionalization, survey

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)0.005
metaresearch head score (Gemma)0.010
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 score0.913
Threshold uncertainty score0.631

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.010
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.005
Science and technology studies0.0180.004
Scholarly communication0.0060.002
Open science0.0010.003
Research integrity0.0010.002
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 head0.050
GPT teacher head0.332
Teacher spread0.283 · 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".

Quick stats

Citations3
Published2013
Admission routes2
Has abstractyes

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