Effects of Life Stress, Social Support, and Cultural Norms on Parenting Styles Among Mainland Chinese, European Canadian, and Chinese Canadian Immigrant Mothers
Bibliographic record
Abstract
The effects of life stress, social support, cultural beliefs, and social norms on parenting styles were examined for mainland Chinese (MC), Chinese Canadian (CC) and European Canadian (EC) mothers of 2- to 6-year-old children. Authoritarian parenting increased with stress and traditional parenting beliefs and decreased with social support. EC mothers used less authoritarian parenting than either CC or MC mothers. This cultural difference was fully mediated by stress. For authoritative parenting, there was a country of residence effect, which was not mediated; MCs were less authoritative than either CCs or ECs. All mothers were more authoritative when less stressed, when they had lower traditional childrearing beliefs, and when they were more individualist. The results suggest the importance of the immediate social environment in influencing these cultural differences.
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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 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| 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 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".