Integration and Innovation in Early Childhood Education in Nigeria: Implications for Quality Teacher Production
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
This survey research studied integration and innovation in early childhood education and implications for quality teacher preparation. The study was a descriptive survey research, with one hundred and twelve (112) sampled preschool teacher. Eight research questions and three hypotheses guided the study. Early Childhood Programme Instrument on Integration and Innovation (ECPAI) was constructed, validated and used in eliciting responses from the respondents. The data collected were analyzed using percentage, mean, and Paired Sample tests. The study revealed a significant difference in the opinions of public and private preschool teachers toward integration and innovative practices in early childhood education in Nigeria. It was equally revealed that are Early Childhood Education (ECE) programme in Nigeria is influenced by traditional, uncreative approaches. Thus, training and retraining of focus teachers and stakeholders in ECE was highly recommended
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| 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 it