Impulse Control Moderates the Link Between Parent–Child Cultural Orientation Gaps and Externalizing Problems in Chinese Immigrant Early Adolescents
Bibliographic record
Abstract
The current study aimed to investigate whether the expected association between parent–child cultural orientation gaps and externalizing problems was moderated by impulse control (IC) among Chinese early adolescents in immigrant families. Ninety-one first- and second-generation Chinese immigrant youths (58% girls) aged between 11 and 13 years and their parents completed independent measures of mainstream and heritage cultural orientations. IC was evaluated via a computerized version of the Iowa Gambling Task, while externalizing problems were assessed via parental report. Regression analyses indicated that low levels of IC represented a risk factor for externalizing adjustment among early adolescents who were less oriented toward the mainstream culture than their parents. In addition, high levels of IC were protective for early adolescents who were less oriented toward their heritage culture than their parents. The findings suggest that IC plays an important role in Chinese early adolescents’ behavioral adjustment. Implications of the results are discussed.
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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 | 0.000 | 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 | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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".