Is Binge Drinking Onset Timing Related to Academic Performance, Engagement, and Aspirations Among Youth in the COMPASS Study?
Why this work is in the frame
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Bibliographic record
Abstract
BACKGROUND: Some evidence suggests early initiation of alcohol use is associated with academic underachievement; however, substance use onset is an ambiguous concept, resulting in mixed findings across studies. Moreover, the quantity of early use is likely an important determinant. Binge drinking is a common pattern among younger cohorts, and is shown to magnify the risk of related problems. OBJECTIVES: The current study explored how students who initiated binge drinking early (grade 10 or earlier) or later in high school (grade 11 or 12) differed in relation to a variety of academic indices. METHODS: : 2014-2015) of the COMPASS study. Separate multinomial GEE models tested the likelihood of different responses to outcome measures of academic goals, engagement, preparedness, and performance based on the timing of binge drinking onset. Models adjusted for binge drinking initiation in varying frequencies, gender, grade, race/ethnicity, and smoking. RESULTS: Compared to students with earlier onsets of binge drinking, youth with later onsets were more likely to regularly attend class, complete their homework, value good grades, achieve high English or Math marks, have graduate/professional degree ambitions, and expect to obtain a college/trade school diploma after high school, yet they were less likely to expect to achieve a bachelor's degree. CONCLUSION: Results highlight the importance of substance use prevention programs targeting early adolescents. Both delaying and preventing binge drinking have the potential to improve scholastic outcomes.
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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 | 0.001 | 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