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Record W2104941979 · doi:10.13189/ujph.2015.030204

It's not as Easy as just Saying 20 Minutes a Day': Exploring Teacher and Principal Experiences Implementing a Provincial Physical Activity Policy

2015· article· en· W2104941979 on OpenAlex
Kristin M. Brown, Susan J. Elliott

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
fundA Canadian funder is recorded on the work.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueUniversal Journal of Public Health · 2015
Typearticle
Languageen
FieldMedicine
TopicObesity, Physical Activity, Diet
Canadian institutionsUniversity of Waterloo
FundersCanadian Institutes of Health ResearchCancer Care Ontario
KeywordsPrincipal (computer security)PsychologyMedical educationPublic relationsComputer sciencePolitical scienceMedicineComputer security

Abstract

fetched live from OpenAlex

In 2005, the Ontario Ministry of Education implemented the Daily Physical Activity (DPA) Policy to provide every elementary student with at least 20 minutes of sustained moderate to vigorous intensity physical activity each day. This exploratory research sought to understand the factors shaping DPA implementation in schools and classrooms, from the perspective of elementary school teachers and principals. Semi-structured interviews were conducted with Ontario grade 1-8 teachers (n=14) and elementary school principals (n=5) regarding DPA implementation, facilitators, barriers, perceived outcomes, and suggestions for change. The majority of participants stated that students were not meeting the requirements daily. However, participants shared activities and techniques for incorporating physical activity into instructional time. Facilitators and barriers to implementation were organized using the Analysis Grid for Environments Linked to Obesity (ANGELO) framework in order to identify factors acting at four environmental levels. The facilitators and barriers identified indicate that staff and resources within individual schools strongly influence implementation. Although many positive outcomes for students were identified, increased fitness was not mentioned, highlighting additional benefits above physical health. The findings suggest DPA is not being implemented as intended, as school staff are finding it difficult to meet the time and intensity requirements. Policy makers must consider the local school environment and the roles of school staff when designing school-based health policies.

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.

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)0.002
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation 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 score0.294
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.002
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 head0.158
GPT teacher head0.382
Teacher spread0.224 · 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