School mobility and school-age children’s social adjustment.
Bibliographic record
Abstract
This study explored how nonpromotional school changes, a potentially major event for children, were associated with 3 forms of social maladjustment: isolation/withdrawal, affiliation with maladjusted peers, and aggression toward peers. Given that school mobility frequently co-occurs with family transitions, the moderating role of these transitions was investigated. These issues were examined in 2 longitudinal samples of U.S. (N = 1,364) and Canadian (N = 1,447) elementary school children. Propensity weighted analyses controlling for premobility individual, family, and friends' characteristics indicated that children who experienced both school and family transitions were at risk of either social withdrawal (in the Canadian sample) or affiliation with socially maladjusted peers (in the U.S. sample). These findings suggest the importance of considering both the social consequences of school mobility and the context in which such mobility occurs.
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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 | 0.001 | 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 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.001 |
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".