Teachers’ Influence on Children’s Selection and Use of Play Materials in Kenya
Bibliographic record
Abstract
Gender socialization has an impact on children and any gender stereotyped verbal comments or activities assigned to children by those in charge are bound to influence the attitudes children have of themselves. This exploratory study therefore set out to investigate among 36 Kenyan preschool teachers if they hold gender-stereotyped views and if they communicate these views to children during selection and use of play materials. To collect data, an observation schedule was used. T-tests were then performed to find specific intergroup differences. Teachers were found to influence children in a gender stereotyped manner with more influence being exerted on boys than on girls. This influence on the children may encourage the children to adopt gender roles that are not always fair to both genders. This study therefore advocates for the encouragement and training of teachers to adopt an androgynous gender role attitude. In this way teachers may also encourage this same attitude in preschool children.
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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 | 0.001 | 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 | 0.001 |
| 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".