MétaCan
Menu
Back to cohort
Record W7108317381 · doi:10.1177/00178969251386236

Factors influencing nutrition education in elementary schools: A qualitative study

2025· article· en· W7108317381 on OpenAlexafffundabout

Bibliographic record

VenueHealth Education Journal · 2025
Typearticle
Languageen
FieldMedicine
TopicObesity, Physical Activity, Diet
Canadian institutionsCentennial CollegeOntario Tech University
FundersSocial Sciences and Humanities Research Council of Canada
KeywordsNutrition EducationQualitative researchCurriculumSemi-structured interviewHealth educationQualitative analysis

Abstract

fetched live from OpenAlex

Background: Curriculum-based nutrition education is a common strategy to build food literacy skills and promote lifelong healthy eating. While past research has reported on the barriers teachers face when teaching about nutrition, very few recent studies have been published on the topic. This paper aimed to explore some of the views, barriers and facilitators that teachers face when teaching nutrition in elementary schools. Methods: A descriptive qualitative research study was conducted among elementary school teachers in Ontario, Canada, using a semi-structured interview guide. The guide was informed by the Consolidated Framework for Implementation Research, and then validated and pilot tested. Two independent researchers inductively coded and thematically analysed the transcripts. Results: = 9) indicated that nutrition was an important part of their teaching. Barriers to teaching nutrition included insufficient training/professional development opportunities, limited instructional time, competition with other subjects deemed a higher priority, limited financial resources to pay for teaching materials, lack of French language resources and sensitivities related to culture, socioeconomic status, and eating disorders. In contrast, interactive learning activities, integrating nutrition with other subjects, and support from school leadership, parents and professional organisations were seen as facilitators of nutrition education. Conclusions: Enhancing teacher training, resources and support while prioritising nutrition in the school curriculum is crucial for effective and equitable nutrition education in Canadian elementary schools. Addressing barriers and leveraging the facilitators identified in this study are essential to improve curriculum-based nutrition education provision.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.293
Threshold uncertainty score0.995

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
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 science0.0000.000
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 head0.053
GPT teacher head0.466
Teacher spread0.414 · 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 designObservational
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

Citations0
Published2025
Admission routes3
Has abstractyes

Explore more

Same venueHealth Education JournalSame topicObesity, Physical Activity, DietFrench-language works237,207