ECE Teachers’ Roles of Developing Numeracy Literacy in Special Needs Children
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Bibliographic record
Abstract
Special needs ECE children should be prepared with early literacy and numeracy skills to strengthen their competencies during the transitional phase to primary school. To help this transitional phase, teachers can provide a variety of diverse play activities. This study aims to explore and evaluate the pedagogical strategies employed by teachers in reinforcing special needs children's literacy and numeracy, as a support to their transition process from ECE to primary year. The research applied a qualitative method with data collection techniques through interviews, observations, and documentation. The sample selection applied purposive sampling based on the criteria and objectives of this study. The sample consisted of inclusive classroom teachers from ten ECE institutions in five regions of Central Java, including Semarang City, Pekalongan City, Surakarta City, Wonosobo District, and Jepara District. The study concludes that ECE teachers still see several limitations in dealing with special needs children. Therefore, teachers should modify plans and play activities to strengthen literacy and numeracy skills for special needs children to help them embark on primary school. Teachers expect necessary support for their improvement through training and guidance in dealing with special needs children, especially in developing their literacy and numeracy. Keywords: literacy and numeracy, special needs children, ECE-primary school transition References: 1 Agustina, E., & Zayyadi, M. (2023). Kemampuan Literasi Numerasi Siswa di Sekolah Inklusi. Apotema: Jurnal Program Studi Pendidikan Matematika, 9(1), 15-20. Alberta. (2019). Literacy and Numeracy Proggression. Understanding Special Education Needs, 1-15. Atlar, H., & Uzuner, Y. (2023). Supporting Teacher Development about Early Literacy in Children with Hearing Loss: An Action Research in Turkey. 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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| 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) | 0.001 | 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 it