Prevalence of Physical Activity and Sitting Time Among South Korean Adolescents
Bibliographic record
Abstract
This study aimed to describe physical activity (PA) and sitting time, and to examine associations between sociodemographic factors, weight status, PA, and sitting time among South Korean adolescents (12-18 years). Findings are based on self-report data from 638 participants in the 2013 Korea National Health and Nutrition Examination Survey. Only 4.9% of adolescents accumulated 60 minutes of moderate-to-vigorous PA daily. Adolescents spent 532.4 ± 9.3 mins/d sitting. After controlling for age and sex, individuals in higher income groups compared with the lowest income group, living in nonmetro Seoul compared with metro Seoul, and who were overweight compared with nonoverweight were more likely to meet PA guidelines. Participants in the highest income group compared with lowest income group, and residing in nonmetro Seoul compared with metro Seoul were more likely to be in the high sitting time group (>720 min/d) (P < .05). Increasing PA and reducing sitting should be a public health priority in South Korea.
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How this classification was reachedexpand
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".