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Record W4415038007 · doi:10.70382/hijeer.v09i8.048

PARENTAL INVOLVEMENT AND PRESCHOOLERS' COGNITIVE DEVELOPMENT IN PUBLIC NURSERY SCHOOLS IN OGBA EGBEMA/NDONI LOCAL GOVERNMENT AREA OF RIVERS STATE

2025· article· en· W4415038007 on OpenAlexaff
ESTHER CHINEDU WORDU, Mgbowula Goodness Ifeoma

Bibliographic record

VenueInternational Journal of Education Effectiveness Research · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicParental Involvement in Education
Canadian institutionsEducation and Early Childhood Development
Fundersnot available
KeywordsLocal government areaCognitive developmentCognitionPopulationGovernment (linguistics)ChecklistCurriculumSample (material)Simple random sampleReliability (semiconductor)

Abstract

fetched live from OpenAlex

Parental involvement cannot be handled with a wave of the hand when it comes to the preschoolers' cognitive development. The study investigated the relationship between parental involvement and preschoolers' cognitive development. The study adopted correlational design and two research questions with corresponding hypotheses, tested at.05. Parental Involvement and Preschoolers’ Cognitive Development Checklist (PIPCDC) was constructed by the researcher, validated with a reliability index of 0.58 and used for the study.There were 3,489 nursery 3 pupils and 350 were used as sample size from the population through simple random sampling technique. Pearson Product Moment Correlation (PPMC) was used to analyze the research questions and testing of the null hypotheses. The results indicated that parent-child interaction and educational activities of the parents were significantly related to the preschoolers’ cognitive development. Some recommendations were made among which included that parents, caregivers, government and curriculum planners should ensure technology activities as specified in the study in addition to the cognitive development elucidated in the National Policy on Education while teaching Nature Studies in Early Childhood Care Development and Education (ECCDE) centres. This will help the Preschoolers to use the already developed cognitive skills and the lessons will be based on their interests. Suggestions were made for further research.

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)0.001
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.086
Threshold uncertainty score0.171

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0010.000
Scholarly communication0.0010.000
Open science0.0000.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.000

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.

Opus teacher head0.071
GPT teacher head0.443
Teacher spread0.372 · 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 designObservational
Domainnot available
GenreEmpirical

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 venueInternational Journal of Education Effectiveness ResearchSame topicParental Involvement in EducationFrench-language works237,207