Parental Socialization and Its Impact across the Lifespan
Bibliographic record
Abstract
Classical studies have found that parental warmth combined with parental strictness is the best parental strategy to promote children's psychosocial development. Nevertheless, a growing set of emergent studies has questioned the benefits of parental strictness. The present study examined parental socialization and its short- and long-term impact on the psychosocial development of adolescents and adult children. The sample consisted of 2150 Spanish participants, 623 adolescents (12-18 years), 619 young adults (19-35 years), 502 middle-aged adults (35-59 years), and 406 older adults (60 years or older). Families were classified into one of four typologies (indulgent, authoritative, authoritarian, and neglectful). Psychosocial development was examined with five indicators (physical and family self-concept, nervousness, empathy, and internalization of social values of benevolence). The results show a common short- and long-term pattern between parenting styles and psychosocial development: the indulgent style equaled or even surpassed the authoritative style, whereas the neglectful and authoritarian styles were associated with low scores. The present findings were discussed by considering the importance of the cultural context in family socialization. Additionally, the long-term impact of parental socialization seems to be crucial, even in adulthood.
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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 | 0.001 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| 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".