Parenting practices and their relevance to child behaviors in Canada and China
Bibliographic record
Abstract
Recent studies have revealed that parents in different cultures endorse different child-rearing practices. Studies in the West suggest that there is a cluster of behavioral characteristics in children that are linked with each type of parenting styles. Mixed results, however, were found in non-Western countries. This study examined (1) parenting practices in Canadian and Chinese mothers, and (2) the relevance between parenting practices and child behaviors in Canada and China. Forty Canadian children (average age = 5.40) and 39 Chinese children (average age = 4.84) and their mothers participated in the study. Information on maternal authoritative and authoritarian behaviors and children's behaviors, including coercive request, polite request, and assertiveness, was obtained from observations of mother-child interactions in a laboratory situation. The results indicated that Chinese mothers were less authoritative and more authoritarian than Canadian mothers. Both cross-cultural differences and similarities were found on the associations between maternal parenting practices and child behaviors.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.003 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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 source (direct Gemma or distilled Codex), 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".