Socio-cultural factors influencing preschool enrolment in a rural cohort exposed to early parenting interventions in Pakistan: A qualitative study
Why this work is in the frame
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Bibliographic record
Abstract
Early parenting interventions have shown to be effective for changing parenting behaviours to provide stimulation at home. However, evidence about the effect on decision to timely enrol the child in preschool and the related pathways is scarce. A follow-up study of a rural cohort exposed to early parenting interventions in the first 2 years of life in Pakistan though indicated benefits for children’s cognitive skills and learning environment at home but did not improve preschool enrolment rates. The aim of this study was to explore stakeholder knowledge, attitudes and perceptions about preschool education that may influence parent’s decision of enrolment. A qualitative study using a phenomenological approach was conducted. Data collection methods included focus group discussion and in-depth interviews with the parents and the teachers and observations of selected preschools. An emergent thematic analysis was followed. Findings showed that community attitudes related to their role in children’s preschool education (e.g. lack of parental involvement), and their perceptions of stakeholders’ responsibilities and accountability (child being responsible for own motivation and interest to learn) were barriers to preschool enrolment. Facilitators included quality of preschools and older siblings enrolled in the school. Early parenting interventions may be insufficient to change community perceptions of preschool education in disadvantaged contexts with dysfunctional education systems. Targeted strategies addressing socio-cultural barriers for early learning are needed.
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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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 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 it