MétaCan
Menu
Back to cohort
Record W2144520689 · doi:10.3822/ijtmb.v7i3.248

Choose Wisely: the Quality of Massage Education in the United States

2014· article· en· W2144520689 on OpenAlexvenueno aff
Martha Brown Menard

Bibliographic record

VenueInternational Journal of Therapeutic Massage & Bodywork Research Education & Practice · 2014
Typearticle
Languageen
FieldMedicine
TopicComplementary and Alternative Medicine Studies
Canadian institutionsnot available
Fundersnot available
KeywordsAccreditationMassageMedical educationVocational educationMedicineCurriculumQuality (philosophy)Graduation (instrument)Agency (philosophy)Family medicinePsychologyNursingAlternative medicinePedagogyEngineeringSociology

Abstract

fetched live from OpenAlex

BACKGROUND: Assessing the quality of postsecondary education remains a difficult task, despite many efforts to do so. No consensus or standard definition of educational quality has yet been agreed upon or developed. PURPOSE: This study evaluated the quality of massage education in the United States using three closely-related questions to frame the evaluation: 1) Is accreditation improving the quality of education for massage therapy? If not, then what do we need to do to improve it? 2) Does accreditation by COMTA specifically improve quality of education compared to other vocational accrediting agencies that do not require curriculum competencies specific to massage? 3) Would adding competencies at an "advanced" level, or specific degree levels, be helpful in advancing massage therapy in the eyes of other health professions? SETTING: United States. PARTICIPANTS: Members of a national massage education organization, members affiliated with the educational arm of two national professional associations, and members of two national education organizations in complementary and integrative health care (CIHC). RESEARCH DESIGN: MIXED METHODS EVALUATION USING THREE DATA SOURCES: existing gainful employment data from the US Department of Education, analyzed by type of massage program and accreditation agency to determine average and relative value for cost; numbers of disciplinary actions against massage practitioners reported by state regulatory agencies, and a qualitatively developed survey administered to two different groups of educators. RESULTS: Average tuition cost across all reporting schools/programs was $13,605, with an average graduation rate of 71.9%. Of the schools and programs that reported student loan data, 84% of students received federal financial aid. Median loan amount was $8,052, with an average repayment rate of 43.4%. Programs in corporate-owned schools had the highest average cost, highest median loan amount, and lowest repayment rate, while community college programs had the lowest average cost, lowest graduation rate, and lowest median loan amount. Repayment rate data were not available for community colleges. Of the five states and the District of Columbia that require school accreditation, there were 208 disciplinary actions from 2009-2011. The remaining 28 regulated states that do not require school accreditation reported 1,702 disciplinary actions during the same period. Seventy-five percent of massage educators and 58% of CIHC educators stated that the current quality of massage education is inconsistent, with only 10% of massage educators and 8% of CIHC educators agreeing that current educational quality is adequate. Fifty-six percent of massage educators and 40% of CIHC educators agreed that educational quality needs to improve if massage therapists want to be considered comparable to other allied health professionals. Both groups suggested specific areas and means of improvement, including raising admission requirements and offering an academic degree. CONCLUSIONS: Accreditation appears to improve the quality of massage education; however, more consistent methods for calculating tuition costs, educational outcomes, and classifying severity of disciplinary actions are needed. Both quantitative and qualitative evidence indicates that the current quality of massage education in the US is inconsistent and less than adequate. Specific areas of improvement needed for massage therapists to be perceived as comparable to other allied healthcare providers are described.

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)0.015
metaresearch head score (Gemma)0.008
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Other design · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.669
Threshold uncertainty score0.982

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0150.008
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.001
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 head0.157
GPT teacher head0.550
Teacher spread0.393 · 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 designOther design
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

Citations9
Published2014
Admission routes1
Has abstractyes

Explore more

Same venueInternational Journal of Therapeutic Massage & Bodywork Research Education & PracticeSame topicComplementary and Alternative Medicine StudiesFrench-language works237,207