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Record W2010524978 · doi:10.1108/09654281011052655

Wellness 101: health education for the university student

2010· article· en· W2010524978 on OpenAlexaffabout
S. Joan Wharf Higgins, Lara L. Lauzon, Ann Yew, Christopher D. Bratseth, Nicole McLeod

Bibliographic record

VenueHealth Education · 2010
Typearticle
Languageen
FieldHealth Professions
TopicSchool Health and Nursing Education
Canadian institutionsUniversity of AlbertaSimon Fraser UniversityUniversity of Victoria
Fundersnot available
KeywordsCurriculumFeelingFocus groupPsychologyMedical educationHigher educationHealth educationAffect (linguistics)MedicinePedagogyNursingPublic healthSociologySocial psychology

Abstract

fetched live from OpenAlex

Purpose This paper aims to describe two phases of a mixed‐method study: in phase I, the wellness practices of students at a Canadian university are reported. These data informed the re‐development of a first‐year health education course. Subsequent to its revision, phase II of the study assessed the impact of the course on students' wellness practices and learnings. Design/methodology/approach In phase I, 855 students completed a survey rating ten wellness practices relating to themselves. Survey results were explored further in focus groups with 60 students. In phase II, a pre‐ and post‐design assessed the impact of the health education curriculum. Wellness practices were surveyed, at the beginning and end of term, and content analysis was conducted on students' assignments. Findings In phase I, the mean overall wellness score was 779.7 out of 1,000 or “good”. Students scored highest in sexuality and safety, and lowest in physical activity and nutrition. Qualitative analyses revealed four primary themes important to students' wellness: being or holistic health; belonging or feeling connected to others and the campus; becoming or studying to achieve a professional or scholarly degree; and balance – or the search for stability. In phase II, significant changes were found for seven wellness scores when comparing the beginning and end of semester. Analysis of course assignments found that students left the course with enhanced affect and knowledge levels. Originality/value The results support the argument that a health education curriculum, responsive to students' identified needs, and in conjunction with a healthy campus environment, promises to enhance student wellness.

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)0.004
metaresearch head score (Gemma)0.005
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.023
Threshold uncertainty score0.045

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0030.001
Scholarly communication0.0030.001
Open science0.0010.003
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0120.001

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 head0.068
GPT teacher head0.510
Teacher spread0.442 · 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 designNot applicable
Domainnot available
GenreOther

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

Citations27
Published2010
Admission routes2
Has abstractyes

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