The Role of Parents in Facilitating Their Children’s Life Skills Development
Bibliographic record
Abstract
The overall purpose of this study was to examine parents’ role in the development of character among young athletes, with a particular focus on life skills development across learning contexts (i.e., sport, family, school). Participants were 20 parents (13 mothers, 7 fathers, Mage = 46.8 years, SD = 4.6) and 24 children (14 girls, 10 boys, Mage = 14.3 years, SD = 1.3) who competed in a variety of youth sports. Each participant completed an individual semistructured interview. Interviews were transcribed verbatim, and data were analyzed using thematic analysis. We identified five strategies that parents used to facilitate their children’s life skills development: reinforcing values and consistency; giving perspective and guiding; seizing teachable moments; instructing, reminding, and encouraging; and promoting independence. These findings highlight parents’ role in character development among young athletes, and show that life skills are developed and reinforced, across learning contexts.
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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 | 0.003 | 0.010 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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".