The Impact of Numeracy on Early Childhood Development: A Meta-Analysis of Experimental Studies

This study employs a meta-analytic approach to assess the impact of numeracy on early childhood development. Analyzing 41 experimental studies, the research aggregates data to provide a precise estimate of numeracy's effect size, enhancing the generalizability of findings. A random-effects model was utilized due to the high heterogeneity among studies (I² = 91.32%), indicating significant variability across different geographical regions, sample sizes, and intervention durations. The results demonstrate a statistically significant positive effect of numeracy on early childhood abilities, with a coefficient estimate of 0.56834 (p < 0.001). Despite the strong evidence supporting early numeracy interventions, the study highlights the need for context-specific approaches to maximize effectiveness. The analysis also reveals the presence of publication bias, as indicated by funnel plot symmetry and a fail-safe N of 7,159, suggesting robust findings. Future research should address the observed variability and further explore the contextual factors influencing the success of early numeracy programs.

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Publication Details

Journal
Golden Age Jurnal Ilmiah Tumbuh Kembang Anak Usia Dini
Published
2024-09-30
DOI
https://doi.org/10.14421/jga.2024.93-15
Citations
1
Primary Topic
Education Systems and Policy
Type
article
Field-Weighted Citation Impact
2.10
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article

The Impact of Numeracy on Early Childhood Development: A Meta-Analysis of Experimental Studies

Heri Retnawati, Fitri Nur Hidayah
1 citations
Golden Age Jurnal Ilmiah Tumbuh Kembang Anak Usia Dini
Education Systems and Policy
2.10
article

The Impact of Numeracy on Early Childhood Development: A Meta-Analysis of Experimental Studies

Heri Retnawati, Fitri Nur Hidayah
article en
1 citations

Abstract

This study employs a meta-analytic approach to assess the impact of numeracy on early childhood development. Analyzing 41 experimental studies, the research aggregates data to provide a precise estimate of numeracy's effect size, enhancing the generalizability of findings. A random-effects model was utilized due to the high heterogeneity among studies (I² = 91.32%), indicating significant variability across different geographical regions, sample sizes, and intervention durations. The results demonstrate a statistically significant positive effect of numeracy on early childhood abilities, with a coefficient estimate of 0.56834 (p < 0.001). Despite the strong evidence supporting early numeracy interventions, the study highlights the need for context-specific approaches to maximize effectiveness. The analysis also reveals the presence of publication bias, as indicated by funnel plot symmetry and a fail-safe N of 7,159, suggesting robust findings. Future research should address the observed variability and further explore the contextual factors influencing the success of early numeracy programs.

Golden Age Jurnal Ilmiah Tumbuh Kembang Anak Usia DiniVol. 9(3)
Yogyakarta State University (ID)
Openalex Percentile: Top 10%
Education Systems and Policy
2.10
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The Impact of Numeracy on Early Childhood Development: A Meta-Analysis of Experimental Studies — Heri Retnawati, Fitri Nur Hidayah · Golden Age Jurnal Ilmiah Tumbuh Kembang Anak Usia Dini (2024) | TGRS Research Map | TGRS