Engaging Community Providers to Create More Active After-School Environments: Results From the Ontario CATCH Kids Club Implementation Project
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.
Bibliographic record
Abstract
BACKGROUND: This paper evaluates the impact of a large-scale, community agency-driven initiative to increase physical activity (PA) in after-school programs in Ontario. In 2008, the YMCA and Boys and Girls Club (BGC) introduced CATCH Kids Club (CKC) into 330 after-school program sites. METHODS: This study assessed the impact of the intervention on the quality and quantity of PA using a pretest/posttest quasi-experimental research design with a comparison non-CKC group. Data were collected at baseline (September 2008) and postintervention (May/June 2009) using the System for Observing Fitness Instruction Time (SOFIT). RESULTS: Nearly all sites, with the exception of the BGC baseline program (a sports program) achieved greater than 50% of time spent in MVPA. Significant differences were not found between levels of MVPA at CKC and comparison sites (59.3% vs. 64.2%), or at CKC sites at baseline versus postintervention (59.3% vs. 52.1%). BGC sites had significantly higher levels MVPA in CKC programs than in sports programs (70.8% vs. 35.2%). In postimplementation interviews, leaders reported general support but some mixed reactions related to how the program was received by participants. CONCLUSIONS: This paper offers support for PA programs that focus on inclusivity and enjoyment and emphasize the important role of staff competency.
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 imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it