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Record W4411029827 · doi:10.1007/s42330-025-00364-2

Strengthening the Kindergarten Teacher’s Manual Based on the NCTM Standards: Proposed Amendments

2025· article· en· W4411029827 on OpenAlexvenueno aff
Rabiha M. I. Elyan, Najah M. K. Harb

Bibliographic record

VenueCanadian Journal of Science Mathematics and Technology Education · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicMathematics Education and Teaching Techniques
Canadian institutionsnot available
Fundersnot available
KeywordsScience educationMathematics educationNational Science Education StandardsPedagogyAcademic standardsPsychologyPolitical scienceHigher educationEducation policy

Abstract

fetched live from OpenAlex

Abstract There is a prominent and steadily growing interest in mathematics learning in early childhood education. Teaching mathematics is dependent not only on the teachers’ competencies and characteristics but also on the quality of the curricular resources they use, including manuals. In the Palestinian education system, the kindergarten teacher’s manual is the sole official written curriculum resource available for kindergarten education. The purpose of this study is to analyze and strengthen the kindergarten teacher’s manual based on the Standards of the National Council of Teachers of Mathematics by proposing developmental amendments to it. To achieve this purpose, two methods were used: quantitative content analysis of the Kindergarten Teacher’s Manual based on the National Council of Teachers of Mathematics Standards and qualitative analysis of semi-structured interviews with Palestinian early childhood professionals. The results showed that although the Manual was a strong first-draft document; the mathematics content is incomplete, as it does not include all the standards’ expectations for kindergarten; and the sequencing is not logically aligned with children’s developmental progression. This study proposes amendments which are emphasizing early childhood development; re-arranging the Manual to reflect a logical sequence of mathematical skills; adding the complete mathematics content; and a restructuring of the activities themselves. The intended amended manual will have clear and compelling implications in the field and will empower kindergarten teachers to become more confident in teaching and developing the early childhood curriculum in the Palestinian education system.

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.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.065
metaresearch head score (Gemma)0.135
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Methods · Consensus signal: none
Teacher disagreement score0.065
Threshold uncertainty score0.346

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0650.135
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0050.003
Science and technology studies0.0040.005
Scholarly communication0.0040.004
Open science0.0030.003
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0040.001

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.

Opus teacher head0.015
GPT teacher head0.336
Teacher spread0.321 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreMethods

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".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

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Same venueCanadian Journal of Science Mathematics and Technology EducationSame topicMathematics Education and Teaching TechniquesFrench-language works237,207